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Is ChatGPT Just Another Tech Innovation or A Game Changer by EOS Intelligence
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Is ChatGPT Just Another Tech Innovation or A Game Changer?

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ChatGPT, a revolutionary AI-based conversational chatbot, has been making headlines around the world. The AI-based tool can answer user queries and generate new content in a human-like way. By automating tasks such as customer support and content creation, ChatGPT has the potential to revolutionize many industries, resulting in a more efficient digital landscape and an enhanced user experience. However, the technology is not without its risks and poses a number of issues, such as creating malicious content, copyright infringement, and other moral issues. Despite these challenges, the possibilities for ChatGPT are infinite, and with the advancement of technology, the opportunities it presents will only continue to expand.

ChatGPT is an AI-based question-and-answer chatbot that responds to user queries in a conversational way, just like how humans respond. OpenAI, a US-based research and development company, launched ChatGPT in November 2022. Since then, ChatGPT has garnered increased attention and popularity worldwide. The tool surpassed over 1 million users within five days and 100 million users within two months of launch.

ChatGPT has become popular due to its capability to answer queries in a simple and conversational manner. The tool can perform various functions, such as generating content for marketing campaigns, writing emails, blogs, and essays, debugging code, and even solving mathematics questions.

OpenAI’s ChatGPT works on the concept of generative AI and uses a language model called GPT3 – a third-generation Generative Pre-trained Transformer. The AI chatbot has been fed with about 45 terabytes of text data on a diverse range of topics from sources such as books, websites, and articles and has been trained on a set of algorithms to understand relationships between words and phrases and how it is used in context. This way, the model is able to develop an understanding of languages and generate answers. ChatGPT uses a dialog format, asks follow-up questions for clarification, admits mistakes, and is capable of dismissing inappropriate or dangerous requests.

ChatGPT also has a simple user interface, allowing communication through a plain textbox just like a messaging app, thus making it easy to use. Currently, ChatGPT is in beta testing, and users can use it for free to try and provide feedback. However, the free version is often inaccessible and out of capacity due to the increasing traffic.

In February 2023, OpenAI launched a pilot subscription plan named ChatGPT Plus, starting at US$20 per month, which is available to its customers in the USA. The subscription plan provides access to ChatGPT even during peak times and provides prior access to any new features. OpenAI is also testing ChatGPT to generate videos and pictures using its DALLE image-generating software, which is another AI tool developed by OpenAI to create art and images from text prompts. OpenAI also plans to launch a ChatGPT mobile app soon.

How could ChatGPT help businesses?

One of the most impactful areas where ChatGPT can make a difference is customer support. The AI tool can handle a large volume of consumer queries within a short time frame and give accurate responses, which can boost work efficiency and reduce employees’ workload.

In addition, the tool can also be employed to answer sales-related queries. By training ChatGPT to understand product information, pricing, and other details, businesses can provide a seamless sales experience for customers. ChatGPT can also analyze user data and behavior and can assist customers to find the products they are looking for, and give product recommendations leading to a more tailored and enjoyable shopping experience. ChatGPT can be incorporated into websites to engage visitors and help them find the information they need, which can help in lead generation.

Another potential benefit of ChatGPT is its ability to automate content generation. ChatGPT can generate unique and original content quickly, making it an effective tool for creating marketing materials such as email campaigns, blogs, newsletters, etc.

ChatGPT could be used in a number of industries, such as travel, education, real estate, healthcare, information technology, etc. For instance, in the tech industry, ChatGPT can write programs in specific programming languages such as JavaScript, Python, and React, and can be very helpful to developers in generating code snippets and for code debugging.

In healthcare, the tool can be used in scheduling appointments, summarizing patient’s health information based on previous history, assisting in diagnostics, and for telemedicine services.

In the education sector, ChatGPT can be used to prepare teaching materials and lessons and to provide personalized tutoring classes.

These are just a few applications of ChatGPT. As generative technology continues to evolve, there may be many other potential applications that can help businesses achieve their goals more efficiently and effectively.

Is ChatGPT Just Another Tech Innovation or A Game Changer by EOS Intelligence

ChatGPT’s output may not be always accurate

While ChatGPT offers several benefits and advantages, the tool is not without limitations. ChatGPT works on pre-trained data that cannot handle nuances or other ambiguities and thus may generate answers that are incorrect, biased, or inappropriate.

Moreover, ChatGPT is not connected to the internet and cannot refer to an external link to respond to queries that are not part of its training. It also does not cover the news and events after 2021 and cannot provide real-time information.

Another major limitation is that the tool is often out of capacity due to the high traffic, which makes it inaccessible. There are also other potential risks associated with these generative AI tools. Some of the threats include writing phishing emails, copyright infringement, generating abusive content or malicious software, plagiarism, and much more.

ChatGPT is not the first or only AI chatbot

While ChatGPT has garnered most of the attention in the last few months, it is neither the first nor the only AI-based chatbot in the market. There are many AI-based writers and AI chatbots in the market. These tools vary in their applications and have their own strengths and weaknesses.

For instance, ChatSonic, first released in 2020, is an AI writing assistant touted as the top ChatGPT alternative. This AI chatbot is supported by Google, has voice dictation capabilities, can generate up-to-date content, and can also generate images based on text prompts. However, ChatSonic has word limits in its free as well as paid versions, which makes it difficult for users who need to generate large pieces of text.

Similarly, Jasper is another AI tool launched in 2021, which works based on the language model (GPT-3) similar to ChatGPT. Jasper can write and generate content for blogs, videos, Twitter threads, etc., in over 50 language templates and can also check for grammar and plagiarism. Jasper AI is specifically built for dealing with business use cases and is also faster and more efficient and generates more accurate results than ChatGPT.

YouChat is another example, developed in 2022 by You.com, and running on OpenAI GPT-3. It performs similar functions as ChatGPT – responding to queries, solving math equations, coding, translating, and writing content. This chatbot cites source links of the information and acts more like an AI-powered search engine. However, YouChat lacks an aesthetic appeal and may generate results that are outdated at times.

ChatGPT-styled chatbots to power search engines

While a lot of buzz has been created about this technology, the impact of AI-based conversational chatbots is yet to be seen on a large scale. Many proclaim that tools such as ChatGPT will replace the traditional search method of using Google to obtain information.

However, experts argue that it is highly unlikely. While AI chatbots can mimic human-like conversation, they need to be trained on massive amounts of data to generate any kind of answers. These tools work on pre-trained models that were fed with large amounts of data sourced from books, articles, websites, and many more resources to generate content. Hence, real-time learning and answering would be cost-intensive in the long run.

Moreover, ChatGPT’s answers may not always be comprehensive or accurate, requiring human supervision. ChatGPT may also not be very good at solving logical questions. For instance, when asked to solve a simple problem – “RQP, ONM, _, IHG, FED, find the missing letters”, ChatGPT answered incorrectly as “LKI”. Similarly, when provided a text prompt, “The odd numbers in the group 17, 32, 3, 15, 82, 9, 1 add up to an even number”, the chatbot affirmed it, which is false. Moreover, the AI chatbot does not cover news after 2021, and when asked, “Who won the 2022 World Cup?” ChatGPT said the event has not taken place.

On the other hand, Google uses several algorithms to rank web pages and gives the most relevant web results and comprehensive information. Google has access to a much larger pool of data and the ability to analyze it in real time. Additionally, Google’s ranking algorithms have been developed over years of research and refinement, making them incredibly efficient and effective at delivering high-quality results. Therefore, while AI chatbots can be useful in certain contexts, they are unlikely to replace traditional search methods, such as Google.

However, leading search engines are looking to incorporate ChatGPT into their search tools. For instance, Microsoft is planning to incorporate ChatGPT 4, a faster version of the current ChatGPT version, into its Bing Search engine. Since 2019, the company has invested about US$13 billion in OpenAI, the parent company of ChatGPT.

In February 2023, Microsoft also incorporated ChatGPT into its popular office software Teams. With this, users with Teams premium accounts will able to generate meeting notes, access recommended tasks, and would be able to see personalized highlights of the meeting using ChatGPT. These add immense value to the user.

In February 2023, China-based e-commerce company Alibaba also announced its plan to launch its own AI chatbot similar to ChatGPT. Similarly, Baidu, a China-based internet service provider, launched a chatbot named “Ernie” in its search engine in March 2023.

Amidst the increasing popularity of ChatGPT, Google has also started working on a chatbot named “Bard” based on its own language model, Lambda. The company is planning to launch more than 20 new AI-based products in 2023. In February 2023, Google invested about US$400 million in Anthropic AI, a US-based artificial intelligence startup, which is testing a new chatbot named Claude. Thus, the race to build an effective AI-enabled search engine has just begun, and things have to unfold a bit to learn more about how chatbots can modify web searches.

On the other hand, AI technologies such as ChatGPT are sure to leave an impact on how businesses operate. With the global economy slowing down, resulting in low business margins, many businesses are looking to cut down costs to increase profitability.

ChatGPT could be extremely beneficial to companies looking to automate various business tasks, such as customer support and content generation. The tool can be integrated into channels, including websites and voice assistants. While this sounds beneficial, there is also a likelihood of the technology displacing some jobs such as customer service representatives, copywriters, research analysts, etc.

However, ChatGPT will not be replacing the human workforce completely since many business tasks require creative and critical thinking skills and other traits such as empathy and emotional intelligence that only humans have. This technology is expected to pave the way for new opportunities in various fields, such as software engineering and data analysis, and allow employees to focus on more value-added tasks instead of routine, mundane tasks, ultimately boosting productivity.

EOS Perspective

With their remarkable ability to generate human-like conversations and high-quality content, generative AI tools, such as ChatGPT, are sure to be touted as a game-changer for many businesses. The advancements in generative AI are expected to have a significant impact on various business tasks such as customer support, content creation, data analysis, marketing and sales, and even decision-making.

Investors are slowly taking note of the immense potential the technology holds. It is estimated that generative AI start-ups received equity funding totaling about US$2.6 billion across 110 deals in 2022, which echoes an increasing interest in the technology.

The adoption of generative AI technologies is poised to increase, especially in business processes where a human-like conversation is desirable. Industries such as e-commerce, retail, and travel are likely to embrace this technology to automate customer service tasks, reduce costs, and increase efficiency. In addition, generative AI is likely to become an indispensable part of industries such as finance and logistics, where high levels of accuracy and precision are required. Media and entertainment companies can also benefit from this technology to quickly generate content such as articles, videos, and audio.

That being said, generative AI is not without its risks, and the technology could be used to create fake and other discriminatory information. Hence, there is an inevitable need to ensure that generative AI models are trained and deployed in an ethical and responsible manner. Despite these challenges, there is increased research and significant activity going on in the field of generative AI, especially with regard to combining the capabilities of chatbots and traditional search engines.

The current chatbots will continue to evolve and will lead to the creation of even more advanced and sophisticated models. The popularity of generative AI tools such as ChatGPT is unlikely to wane, and the technology is here to stay, with the potential to create better prospects for business and a brighter future for society.

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Can 3D Printing Move Beyond Design Customization in the F&B Industry?

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First conceptualized over 40 years ago, 3D printing is still rapidly developing. The technology has been used in various industries ranging from 3D-printed human organs for implants to printing numerous customized products as per the customers’ requirement. There are several interesting applications of this technology in the Food & Beverage (F&B) industry as well. While currently they mostly pertain to creating visually complex geometrical food structures, there are also ongoing innovations with regard to using 3D printing for nutritional controllability and sustainability. However, most of these projects are one-off and 3D printing still remains a niche application in the F&B space.

3D printing is an evolving technology, offering F&B industry players benefits such as efficiency and customization. 3D printers are mostly used by F&B producers to make foods using the extrusion technique. In this method, the edible is in the form of a paste and is extruded from syringe-like containers onto a plate based on a 3D computer model. The process is similar to icing a cake using a piping bag, except with robotic precision, as the printer layers edible filament in desired shapes.

Traditionally, 3D food printing has been used to architect intricate shapes and designs that are difficult to achieve manually. It has been mostly confined to desserts such as chocolates and sweets as 3D printing offers huge potential for customization.

That being said, there is a gradual shift to adopt this technology in preparing more complex foods such as 3D-printed pizzas, spaghetti, burgers, and meat alternatives. For instance, since January 2022, BBB, an Israeli food chain has been serving 3D-printed burgers prepared from a mix of potato, chickpea, and pea protein. Similarly, since 2021, companies such as Spain-based Novameat and Israel-based Redefine Meat have been preparing 3D-printed beef steaks and other products using unique plant-based compounds that taste like blood, fat, and muscle that make up traditional meat flavors.

Printing beyond customization

While currently the main advantage of 3D printing in food is its ability to customize complex shapes and designs (thereby making it popular for creating chocolates, cakes, and cookies), it is also extending to customizing the level of nutrients in a meal. 3D printing offers the possibility to produce high-quality food concepts such as developing personalized meals by adding specific nutrients or flavors, ultimately giving more control over the food’s nutritional and flavor value.

With this idea in mind, a Netherland-based Digital Food Processing Initiative (DFPI) is testing this concept and trying to come up with a flexible food production system using 3D printing technology that will allow personalizing food at any time based on individual dietary choices. The collaboration is an ongoing project between the Dutch institution, Wageningen University & Research (WUR), global food and beverage companies GEA Group, General Mills, Tate & Lyle, and pharmaceutical company Solipharma B.V., together with Ministerie van Defensie, and a Netherland-based research organization, TNO, whose aim is to bring commercially viable personalized food products to the market, especially for military personnel and COPD (Chronic Obstructive Pulmonary Disease) patients.

Can 3D Printing Move Beyond Design Customization in the F&B Industry by EOS Intelligence

Another potential use of 3D printers is to reduce food wastage. The Netherland-based food-tech startup, Upprinting Food, which specializes in recycling organic food waste through 3D printing, has offered design services to various chefs and is also training restaurants to utilize their 3D printers to reduce food wastage. The company specializes in creating dishes out of any food left at restaurants and currently focuses only on high-end restaurants. They plan to expand their work towards retail and wholesalers in the future to reduce food wastage on a larger scale.

While 3D food printing seems to have a lot of unique uses, commercializing 3D-printed foods on a large scale has always been a challenge. For instance, printing a small piece (5x5x5 centimeter) of a food item takes around four to five minutes. Thinking about producing large-scale printed food would be difficult at this rate. In 2015, a project called the PERFORMANCE project (PERsonalized FOod using Rapid MAnufacturing for the Nutrition of elderly ConsumErs ) was shut down because it could not produce at a scale large enough to provide meals at nursing homes. The project focused on creating customizable meals for the elderly who had difficulties in chewing and swallowing. Thus, while customization of food products has immense use and strong growth potential in theory, it still needs a lot of work on improving speed and costs to facilitate its commercialization and feasibility.

Despite several advantages and functionalities, the market does not seem to use 3D printers for printing food as much as it could. It is mostly limited to confectionaries and very high-profile restaurants where quantities are small and prices are high. For instance, Natural Machines 3D printer, Foodini, is being used at Spain-based Michelin-star restaurant, La Enoteca, to prepare seafood, where food puree is printed into a flower-like shape, topped with caviar, sea urchins, hollandaise sauce, and carrot foam.

As per industry experts, 3D printing in F&B is still at an initial stage of development and will be more accepted once people see it being extensively adopted at restaurants. For now, 3D printing can be used to produce food with unique functionalities related to shape, taste, and texture such as printed pasta shapes of unique designs as offered by Italian food giant Barilla, through its spinoff business BluRhapsody as well as 3D-printed candy selfies by Magic Candy Factory, a spinoff of German candy manufacturer Katjes.

EOS Perspective

At present, 3D printing in food is largely limited to confectionaries. It is an evolving technology that offers considerable benefits of saving time and improving efficiency. It can potentially bring other advantages to the table, including reduction of food wastage, but such applications still require more research, investment, and trials, as well as attempts of expansion across food service formats, including small eateries and larger restaurants.

A 3D printing machine requires skill and appropriate training to print a meal. 3D food printing machines may not seem attractive for personal usage at this point but several food and beverage industry players have already moved in to adopt and exploit this innovative technology for various customized and attractive food options, although still largely at a pilot or experimental scale.

Most 3D food printers currently only cater to single restaurants or personal kitchens and are not very popular. For the technology to enter mainstream use and become attractive to broader audience, the printers need to be able print at large volumes. At the moment, there is a huge gap between what could be achieved with 3D printers in the F&B space and what has been actually tested and implemented. While several companies are working towards using this technology in innovative ways, there is a large space open for market disruption.

Industry Game for Diversifying Monetization Pathways
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Industry Game for Diversifying Monetization Pathways

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Currently, gaming industry is believed to be bigger than any other popular entertainment mediums such as films and music. IDC estimated that global gaming revenue reached US$180 billion in 2020. Another research firm, Newzoo, indicated that global gaming industry generated US$159.3 billion in revenue in 2020. On the other hand, the global film industry surpassed US$100 billion in revenue for the first time in 2019 according to the Motion Picture Association. And, as per MIDiA Research (a firm specializing in digital content research), global recorded music industry generated US$23 billion in 2020.

Gaming industry has been on a continuous growth trajectory

Gaming industry has enjoyed a steady growth in the past few years with increasing its reach by each year. As per Newzoo’s analysis, the number of gamers increased from 2 billion in 2015 to 2.7 billion in 2020, indicating annual growth rate of over 6%.

Industry Game for Diversifying Monetization Pathways by EOS Intelligence

Games are generally played through mobile devices, personal computers, or gaming consoles. In 2020, 2.5 billion were playing games on mobile devices (including games played via smartphones and tablets), 1.3 billion on personal computers, and 0.8 billion using consoles. Mobile gaming was the largest revenue segment in 2020, accounting for nearly half of the total gaming industry revenue, followed by gaming on consoles and PC which represented 28% and 23% of the market share, respectively. These estimates are from Newzoo Global Games Market Report 2020 which was based on a survey of 62,500 people from 30 countries (representing more than 90% of the global games industry revenue) conducted between February and March 2020.

Gaming on smartphones generated US$63.6 billion in annual revenue in 2020, recording 13.3% growth over previous year. Increasing number of smartphone users and improving internet connectivity are driving growth in this category. Gaming on tablets generated US$13.7 billion, indicating a moderate growth of 2.7% over previous year.

Mobile gaming has seen unprecedented growth due to coronavirus outbreak. According to Sensor Tower, a research firm providing insights on mobile app ecosystem, global downloads of mobile games from Google Play and iOS App Store totaled 28.5 billion in the first half of 2020, an increase by 42.5% as compared with the same period in 2019.

Newzoo’s analysis concluded that console gaming generated US$45.2 billion in 2020, representing 6.8% growth compared with 2019. While there was an increased demand for gaming consoles amidst coronavirus outbreak as more people turned to games due to stay-at-home restrictions, the manufacturing and distribution of gaming console providers were affected because of global supply chain disruptions, and as a result, the increase in demand for gaming consoles could not be met. For instance, Sony sold 118,085 PlayStation 5 consoles within four days of its launch in November 2020, but this figure was approximately one-third of the volume of PlayStation 4 sold over its launch weekend in November 2013. PlayStation 5 consoles were in high demand and were sold out within minutes after being made available in retail outlets. In October 2020, Sony’s Chief Financial Officer indicated that the company was not in capacity to fulfil pre-orders for PlayStation 5 consoles because of supply chain bottlenecks created by coronavirus outbreak.

PC games, including browser-based as well as downloaded versions, clocked US$36.9 billion in annual revenues in 2020, representing 4.8% year-on-year growth. Though PC games market is not declining, it shows the smallest growth compared with other categories, mainly because there is more deflection towards mobile gaming which is comparatively more convenient and less expensive.

Further, the number of gamers worldwide is expected to cross over 3 billion mark in 2023 contributing nearly US$200 billion in annual revenue for the global gaming industry.

Gaming Market Breakdown by Region
Asia Pacific North America Other Regions

Asia Pacific represents the largest gaming market with a total of US$84.3 billion in annual revenues in 2020.

China, Japan, and Korea are among the top five revenue generating countries worldwide. In 2020, China’s gaming industry raked in about US$41 million in annual revenues, while gaming industry in Japan and Korea recorded annual revenue of US$18.7 million and US$6.6 million, respectively.

North America represents the second largest gaming market which generated about US$45 million in annual revenue in 2020.

The USA, the second largest gaming market worldwide by revenue, accounted for majority of the share of the North America gaming market, with about US$37 million in annual revenues in 2020.

Europe was the third largest gaming market with revenue of US$32.9 billion for 2020, followed by Latin America in the fourth place, with revenue of US$6.8 billion.

MENA represented the smallest region in terms of revenue with US$6.2 billion.

With rising popularity and wider reach, gaming industry looks to unravel multiple monetization strategies

Historically, gaming used to be an entertainment medium for a niche segment, mainly gaming enthusiasts and children or teenagers. At the time, ‘game-as-a-product’ was a go-to monetization strategy for most game developers, where gamers paid one time to purchase the physical or digital copy of the game.

Today, however, gaming attracts a much wider audience, enticing people from every age group. Business strategy has also evolved from upfront-based revenue model to ongoing-based revenue model where game developers seek monetization avenues from various transactions during the lifetime of a game. For instance, retail sales of Ubisoft (a French gaming company) were 98% of total sales revenues in 2010, and in 2019, this was less than one-third of the total revenue. Gaming companies today are increasingly looking to diversify their monetization avenues beyond upfront retail sales.

The most widely used monetization strategies nowadays include:

In-game purchases

In-game purchases refer to virtual items such as new features, functionality, upgrades, aesthetic elements, or content that gamers can buy to enhance their gaming experience. Newzoo estimated that in-game purchases accounted for nearly three-fourth of the global gaming revenue in 2020.

While in-game purchase seems to be a good monetization strategy, it also involves high cost to acquire paying users. Based on analysis of 992 apps between September 2018 and August 2019, Liftoff (a mobile app marketing firm) found that game developers spend an average of US$86.61 to acquire a user who will make in-app purchase. Moreover, the median average revenue per paying user for free-to-play games was estimated at US$6. However, there was high variance in the amount spent by the gamers and a small set of gamers, who were grossly engaged in games, expectedly spent US$35 to US$70 per day, thus creating high returns for the game developers.

In-game ads

In-game ads is a widely used monetization strategy, especially for free-to-play games. According to a report released in June 2020 by Omdia (a UK-based technology research firm), worldwide game developers earned revenue of US$42.3 billion in 2019 through in-game ads. Based on analysis of top 1,000 games by downloads by App Annie (app analytics company), 89% of them used in-game ads as one of the revenue streams.

As per a 2019 survey of 284 game developers conducted by deltaDNA (a consultancy firm for gaming industry), 94% of the free-to-play mobile games carried in-game ads. Rewarded ads are most popular: 82% of game developers in the deltaDNA survey indicated that they deployed rewarded video ads, compared to interstitial video ads (57%) and banners (34%).

As per the same survey, 30% of game developers showed more than five ads per gaming session. While in-game ads seem like a lucrative monetization opportunity, there is also a risk of affecting gaming experience and thus loosing gamers’ interest. deltaDNA survey suggested that display of too many ads might result in gamer churn (30%), affect gamers’ playing experience (27%), and scare off potential gamers that might be willing to spend on in-game purchases (16%). Hence, game developers need to strike a balance and control the frequency of ads.

Subscription

Witnessing the success of subscription streaming service such as Netflix and Hulu, many game developers have started exploring subscription-based model generating regular revenue stream.

Console gaming companies have been diving into the subscription model for a few years now, for instance, Sony’s PlayStation Now offers on-demand streaming of PlayStation games for a monthly subscription of US$9.99 in the USA. Some of the leading mobile and PC game developers also offer subscription service, for example, Uplay Plus by Ubisoft and EA Play by Electronic Art (creators of world-renowned FIFA game). Subscription-based model is more suitable for large gaming companies who have multiple games under their umbrella, thus offering a wide selection range to the gamers.

Based on a survey of 13,000 people in 17 countries between May 2020 and June 2020, Simon-Kucher (a global consultancy firm) suggested that over one in three gamers opted for at least one gaming subscription. Moreover, hardcore gamers who typically dedicated more than 20 hours per week on gaming would spend US$19 to US$40 per month on gaming subscription service, and casual gamers who played fewer than five hours per week were willing to shell out US$10 to US$30 for monthly subscription.

Gaming industry ecosystem is expanding with advent of new services

As gaming is more and more perceived as mainstream entertainment, there is an increased effort to capitalize on the industry’s wider reach, thus giving birth to eSports and games streaming services. Moreover, with increased demand from gamers to reduce reliance on hardware and access their favorite games anytime anywhere, advancement of cloud gaming service is encouraged.

eSports

eSports includes games played in highly organized competitive environment. As per estimates of Valuates Reports, an India-based research firm, the global eSports market was valued at US$692 million in 2019 and it is expected to reach US$1.9 billion by 2026.

eSports demand cross-industry collaboration including key players such as eSports organizations, tournament operators, digital broadcasters, etc. eSports offer monetization opportunities through advertising and sponsorships, media rights, ticket sales, merchandise sales, as well as in-game purchases.

Game streaming services

Game streaming services allow live broadcasting of gaming sessions by players. Game streaming services have been welcomed by the community of gamers as a medium to learn, connect, and get entertained.

Gaming video content was valued at US$9.3 billion with a viewership of 1.2 billion in 2020. The content may include pre-recorded or live gaming sessions by individuals as well as live broadcasting of eSports events. Game streaming service segment has particularly seen high involvement from Tech giants. Amazon’s Twitch and Google’s YouTube Gaming are the top two players in this space with annual revenue of US$1.54 billion and US$1.46 billion, respectively, in 2019.

Cloud gaming services

Newzoo projects cloud gaming to grow from US$585 million in 2020 to US$4.8 billion in 2023. Cloud gaming ecosystem typically includes game developers, cloud gaming platforms, as well as content service providers. Google launched its cloud gaming platform ‘Stadia’ in November 2019. For a monthly subscription fee of US$10, Stadia offers access to 152 games. Microsoft launched cloud gaming platform xCloud for its Xbox user base in September 2020. China-based gaming giants Tencent and Netease started beta testing of their cloud gaming platforms in 2019.

A Deloitte survey of over 2,000 US customers conducted between December 2019 and May 2020 indicated that 23% of gaming respondents were multiplatform players, playing games via all three mediums, i.e. mobile, console, and PC. Cloud gaming services could offer good value proposition for these gamers which look for seamless play between platforms.

EOS Perspective

As mobile gaming started to gain more traction, there is an increasing demand for casual games which target mass audience. As per analysis of top 1,000 games by downloads in 2019, casual games accounted for 82% of all game downloads, and remainder were hardcore games. Casual games are for on-the-go fun, which requires less time and low skillset, while hardcore games demand high commitment from the gamers who willfully spend comparatively more time and money on gaming.

Usually, casual game developers prefer ad-supported business model. Since these games require low skills, attracting masses, they are likely to generate more revenue through in-game ads than in-game purchases. As the level of skill set required goes up, a hybrid monetization model is preferred. Beyond that, the main monetization method is in-game purchases, especially for role-playing and strategy games which demand gamer’s higher engagement.

The role of gaming is evolving from a medium of entertainment to a social engagement platform. Games such as PUBG enables social interaction and networking as it allows to connect with different players and chat with people in the game. As per Sensor Tower, PUBG was the highest-grossing mobile game globally in 2020, earning US$2.6 billion in annual revenues. Rising popularity of such games shows how the gaming culture is transforming and pushing game developers to design games allowing players to socialize within the virtual environment.

‘Cross-play’ is another interesting trend which is likely to be the way forward for gaming industry. In September 2018, Fortnite became the first game to allow cross-play between mobile, PC, and all major consoles (Microsoft XBOX, Nintendo Switch, and Sony PlayStation). Between March 2020 and June 2020 more than 60% of Fortnite players paired up with a player from another platform to cross-play. The average monthly revenue-per-user who cross-played Fortnite was 365% higher than non-cross-players.

Multiplayer gaming is becoming a cultural phenomenon, and thus, the industry needs to focus on offering easy on-demand access and development of platform agnostic games.

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COVID-19 Outbreak Boosts the Use of Telehealth Services

Telehealth is one of the few sectors that have benefited from the coronavirus outbreak. Telehealth services have been around since 1950s, however, they were perceived as a nice-to-have alternative to conventional delivery of healthcare services and thus largely underutilized. COVID-19 pandemic has proved to be a game changer for the industry. Since social distancing became a necessary measure to curb the risk of COVID-19 transmission, telehealth emerged as a viable option to offer uninterrupted healthcare without physical contact. Towards the end of 2020, Deloitte predicted that virtual consultations would account for 5% of total visits to doctor in the world in 2021, up from 1% in 2019. To put this into perspective, in 2019, doctor’s visits in OECD-36 countries totaled 8.5 billion, worth approximately US$500 billion. 5% of this would result in about 400 million teleconsultations and over US$25 billion in value (if doctors earn the same for teleconsultations as for in-person visits).

Telehealth services uptake during the pandemic varied by region

While the adoption of telehealth services has increased across the globe, the growth rate varied by region depending upon factors such as technology and infrastructure, consumer awareness and willingness, government regulations, insurance policies, etc.

In the USA, world’s largest telehealth market which accounted for 40% of the global share in 2019, the growth over the years was steady but incremental mainly because of regulatory constraints and stringent insurance policies.

In response to the pandemic, the US government health insurance plans (Medicare, Medicaid, etc.) as well as private insurers expanded their coverage for telehealth services. As a result, telehealth accounted for 43.5% of all US Medicare primary care visits in April 2020, compared with just 0.1% before the pandemic. US Centers for Disease Control and Prevention indicated that the number of telehealth visits increased by 154% during the last week of March 2020, compared with the same period in 2019, primarily due to policy changes and public health guidance on telehealth during the pandemic. Considering unprecedented rise in demand for telehealth services during the times of pandemic, in April 2020, Forrester (a research and consulting firm) revised their estimation for virtual general medical care visits in the USA from 36 million to 200 million for the year 2020.

UK and France have been the dominating countries in the European telehealth market. Telehealth services’ growth momentum due to COVID-19 pandemic in these countries is likely to continue because of conducive environmental factors such as established ecosystem, favorable regulatory framework, reimbursement policies, and consumer readiness. UK’s National Health Service revealed that 48% of GP consultations in May 2020 were carried out remotely over the telephone, compared with 14% in February of the same year. Teleconsultations in France increased from 40,000 in February 2020 to 611,000 in March 2020.

Growth of telehealth market in Switzerland, Germany, and Austria has been comparatively slow as these countries have more decentralized healthcare systems in contrast to UK or France. For instance, McKinsey’s survey of over 1,000 consumers from Germany, conducted in November 2020, showed that only 2% respondents started or increased usage of telehealth services since COVID-19 outbreak.

In countries such as Greece and Czech Republic, telehealth platforms were launched for the first time during the pandemic. Ireland had telehealth platforms before COVID-19, but the adoption of the telehealth services even after pandemic remains moderate because of lack of favorable regulatory framework.

COVID-19 Outbreak Boosts the Use of Telehealth Services

China and India are among the fastest growing telehealth markets in Asia. The number of telehealth providers in China increased from less than 150 to nearly 600 between late 2019 and early 2020. Telehealth platforms in India are witnessing increased interest from both patients as well as doctors. India’s leading health-tech firm, Practo, reported that 50 million people opted for teleconsultations through its platform between March 2020 and May 2020, representing 500% growth in teleconsultations during this time. 1mg Technologies, another telehealth service provider in India, indicated that between March 2020 and July 2020 nearly 10,000 doctors showed interest in signing up with the platform to offer teleconsultations. The company had only 150 doctors onboard until March 2020.

Japan, which is one of the largest healthcare markets, lagged in remote healthcare services because of stringent legislative policies. Remote consultations were allowed only for recurring patients and for limited number of ailments. Following the spike in COVID-19 cases, Japan temporarily eased restrictions on telehealth by allowing doctors to conduct first-time consultation online. Japan health ministry indicated that about 15% or 16,100 Japanese medical institutions (excluding dentists), offered telehealth services by July 2020. This shows phenomenal growth as in July 2018 only 970 of such Japanese healthcare institutions offered telehealth services.

In South Korea, telehealth was banned before COVID-19. This ban was lifted temporarily during the pandemic, but the long-term growth of telehealth in South Korea will depend on how the regulatory framework is shaped in the post-COVID era.

Vietnam also joined the telehealth upsurge as the country’s first telehealth app (developed by the Vietnamese multinational telecommunications company, Viettel) was launched amidst corona virus outbreak in April 2020.

Industry stakeholders seek to capitalize on telehealth boom

Healthcare providers have turned to telehealth to compensate for cancelled in-person consultations due to COVID-19 outbreak. This has encouraged providers to scale up their telehealth capabilities. For instance, over 56,000 doctors in France started teleconsultations by July 2020, as compared with only a few thousands at the beginning of the year.

Healthcare providers are not the only players looking to capitalize on the increase in demand for telehealth services. Other industry participants such as insurers and pharmacies are also exploring this segment.

In the USA, leading insurers such as Cigna, United Health, Aetna, Anthem, and Humana are partnering with telehealth providers to capitalize on the spurt in virtual healthcare demand. For instance, in February 2021, Cigna announced plans to acquire MDLive, Florida-based telehealth firm serving 60 million people across the USA, with a view to bring telehealth services in-house and reduce the patient-provider accessibility gap. Pharmacy giants Walgreens and CVS also extended access to telehealth services during COVID-19 crisis. In March 2021, a US-based digital retail pharmacy NowRx expanded into telehealth to provide care for HIV patients in California.

Since telehealth primarily encompasses delivery of healthcare services through digital and telecommunications platforms, telecoms and cable operators are uniquely positioned to organically expand in to telehealth space. Telecoms have the opportunity to expand in healthcare space by delivering telehealth as a value-added service. In October 2020, CommScope, an infrastructure solutions provider for communications networks, estimated that telehealth has the potential to create US$50 billion per year revenue opportunity for internet and telecom service providers in the USA.

Moreover, leading technology firms including Amazon, Microsoft, Salesforce, Tencent, Alibaba, and Alphabet are also investing in or considering to invest in telehealth. For instance, in January 2020, Alibaba launched an online coronavirus clinic, to offer remote assistance to patients across China.

Telehealth startups are mushrooming across the world and raking in millions in investment. Mercom Capital Group indicated that, in 2020, telehealth attracted nearly US$4.3 billion in venture funding. This represents 139% year-on-year increase compared to US$1.8 billion in 2019 implying that COVID-19 outbreak was the key driver behind the increased investment in telehealth.

Since everyone is trying to grab a piece of the growing telehealth market cake, this has led to flurry of M&A deals. Mercom Capital Group recorded 23 M&A transactions in telehealth space in 2020, up from 14 transactions in 2019.

EOS Perspective

COVID-19 outbreak worked as a catalyst resulting in dramatic increase in telehealth services utilization; whether this growth will continue in the long term, remains a question. This growth of telehealth market is primarily demand-driven. Thus, to sustain the growth momentum it would be imperative to overcome the challenges faced by the industry before the pandemic.

Ambiguous and often changing regulatory framework remains one of the biggest hindrances to telehealth. In order to tackle the spread of coronavirus, many countries temporarily relaxed their regulations for telehealth. However, it remains unknown whether countries will pull back the relaxations once the pandemic is over. Moreover, telehealth opens up doors for cross-border provision of healthcare services. This calls for development for a universal law for telehealth which is acceptable worldwide.

Further, the market will also largely depend on how the reimbursement policies evolve in the future. Historically, in many countries, reimbursement for teleconsultations has been lower than for in-person consultations. During the pandemic, the reimbursement amount was leveled in order to encourage adoption of telehealth. This proved to be a strong incentive driving the surge in telehealth. Post the pandemic, if the policies are changed again offering lower reimbursement for teleconsultations as compared with in-person visits, this could impact the growth momentum.

Data security and privacy concerns have long been debated as some of the biggest barriers for telehealth worldwide. Development of more secure platforms using technologies such as blockchain, AI, and Secure Access Service Edge (SASE) networks could potentially address these issues in future. Further applications of blockchain are being explored to improve operational transparency, increase protection of health records, and detect fraud related to patients’ insurance claims as well as physician credentials.

It is believed that the risk of misdiagnosis increases with telehealth as compared to in-person visits. This risk can be significantly reduced by integration of remote patient monitoring technologies with teleconsultations. IoT-enabled remote care monitoring technologies have been evolving by leaps and bounds. Teleconsultations carried out in conjunction with data collated from smart wearable devices can potentially help to cut down misdiagnoses.

Telehealth has become the new normal amidst coronavirus outbreak. While the telehealth market growth in the next 2-3 years could be attributed to pandemic crisis, the future will depend on how the regulatory framework will shape up and whether the industry will be able to tackle the challenges related to the technology implementation.

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EdTech’s Growth Fueled by Coronavirus

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For years, tech adoption has been relatively slower in the education sector than in many other sectors. This considerably changed when COVID-19 hit in early 2020 and triggered the closure of educational institutions all over the world. With classroom doors closed and conventional methods of education taking a setback, e-learning gained momentum like never before. From virtual classes to tutoring and conducting meetings online to learning new skills, the pandemic propelled EdTech into the spotlight, putting it on a growth trajectory.

Changing face of the EdTech market

To control the spread of coronavirus, nearly 190 countries had implemented temporary school closures by the end of March 2020, disrupting education of more than 1.5 billion students. Over the coming days, as the count of people affected by the virus multiplied hourly, all educational institutions (including schools, colleges, universities, vocational training centers, and skill development institutions) were directed to remain shut until the situation improved, driving students to shift to online learning. This sudden change away from classroom learning has led to the adoption of online learning on a large scale.

Before the coronavirus pandemic, the EdTech sector was estimated to reach a value of US$ 342 billion, growing at a CAGR of 13.1% between 2019 and 2025. The forecast revisions accounting for the impact of the COVID-19 pandemic predict the global EdTech market to reach US$ 404 billion, with a CAGR of 16.3% by 2025. The sudden adoption of e-learning across educational institutions, as well as an increasing need for upskilling courses by working-class individuals, are driving the tech embracement in the COVID-19 pandemic scenario.

Moreover, with uncertainty still looming on the reopening of educational establishments, technology will need to play a critical role across all aspects of education – content generation, knowledge consumption, and assessments. This is expected to intensify the pace at which digitization happens in the education sector.

Investment at an all-time high

Over the last decade (from 2010 to mid-2020), global EdTech venture capital funding stood at US$ 36.8 billion, of which more than 50% occurred since 2018. Investment in EdTech has sky-rocketed over the last few years – the sector witnessed investment of merely US$ 0.5 billion in 2010 but reached a striking figure of US$ 7 billion in 2019, 14 times more in a span of nine years. Even during the COVID-19 pandemic, companies globally attracted US$ 4.5 billion in funding between January and July 2020, which is the highest ever funding raised during a comparable period in the last decade. It is expected that the trend will follow, and the investments will grow further, anticipated at US$ 87 billion over the next decade.

During the coronavirus outbreak, the demand for e-learning increased manifold, accelerating the investment spree in EdTech. While the USA is home to nearly 43% of the world’s EdTech companies (followed by India – 10%, Brazil – 9%, the UK – 8%, and China – 3%), as of 2020, the companies that received the high-value funding deals during COVID-19 period were situated elsewhere.

India-based online tutoring firm Byju’s raised more than US$ 1 billion from January through September 2020 (US$ 200 million in January from Tiger Global Management, USA-based investment firm; US$ 200 million in February from General Atlantic, USA-based equity firm;  US$ 23 million in June from Bond Capital, USA-based investment firm; US$ 122 million in August from DST Global, Hong Kong-based investment firm; US$ 500 million in September from Silver Lake, USA-based equity firm) to become the first company in the EdTech domain to reach a valuation of US$ 10.8 billion.

The second company was China-based Yuanfudao, an online live course platform, which raised US$ 1 billion in March 2020 from Hillhouse Capital (a China-based private equity firm) and Tencent Holdings (a China-based technology conglomerate).

Another noteworthy deal was also scored by China-based Zuoyebang, an online education tutoring provider, which received US$ 750 million in funding from FountainVest Partners (a private equity firm based in Hong Kong) and Tiger Global Management.

Moreover, mergers and acquisitions are also likely to grow in the near future, considering many small players will not have the necessary finances and expertise to revamp their business model to the changing market needs and are likely to merge with or acquired by larger players.

EdTech’s Growth Fueled by Coronavirus by EOS Intelligence

Increased adoption of advanced technology

The short-term rush in additional demand for EdTech solutions brought by COVID-19 is also expected to give headway to increased adoption of advanced digital technologies in the future. Solutions based on technologies such as artificial intelligence (AI), augmented and virtual reality (AR/VR), and blockchain (we wrote about the role of blockchain in virtual education in our article Blockchain Scores Well in the Education Sector) are likely to gain more momentum and be integrated into core education delivery.

It is expected that by 2025 AR/VR market in EdTech will reach US$ 12.6 billion from US$ 1.8 billion in 2019, growing at a CAGR of 38.3%. AI is expected to observe a CAGR of 40.29% between 2019 (from US$ 0.8 billion) and 2025 (to US$ 6.1 billion). Other technologies that will see a spike include robotics (expected to grow from US$ 1.3 billion to US$ 3.1 billion during the six-year period) and blockchain being increasingly incorporated into learning processes (expected to grow at a CAGR of 34.8% from US$ 0.1 billion to US$ 0.6 billion).

EOS Perspective

COVID-19 has proved to be a turning point for the EdTech industry and acted as a push for change that was already underway in the education sector. The pandemic downrightly disrupted the education system, making online learning an essential part of the way we learn; however, it is unlikely that digital learning will become the new norm. Now, whether e-learning becomes the sole mode of education or blends with physical classes, the EdTech market has growth potential, and the investment angle also looks bright.

Whilst a large number of players in the EdTech sector were able to capitalize on the need for education during the pandemic, not all digital learning platform providers will stick around. In the long term, players with a clear-product concept and a well-defined monetization policy will emerge winners. They must also be thoughtful of the fact that the unforeseen growth the sector witnessed during the pandemic is only transient and once educational institutes reopen, the demand for online learning is likely to shrink (even if by a small percentage).

In terms of user adoption, EdTech companies saw significant growth by offering free access to their platforms. However, this is not a sustainable strategy that firms can adopt in the long run. Once things get back to normal and the free trials end, companies will need to attune their product pricing and come up with more affordable plans. Nevertheless, emerging on the winning side of the pandemic will not be easy for the players as they walk a very thin line between offering innovative learning models and meeting market demands while still being able to generate revenue and remain profitable.

Moreover, while the new users multiplied quickly, retaining them is easier said than done. Emphasis on service quality and overall delivery experience would be crucial to convert current free subscribers into paying customers.

Bearing in mind that the current momentary spike in demand for online tools is not directly proportional to increased business, EdTech companies need to revisit their business strategies to achieve long-term growth. As the competition increases, companies must tweak their commercial business model to adapt to changing customer requirements and fulfill the need for on-demand educational lessons.

Additionally, the importance of collaborative partnerships with educational institutions (for their need for customized curricula, creating teaching modules and courses to train teachers) and corporations (the need for upskilling employees on technical competencies) cannot be underestimated. Business models based on such partnerships are likely to open new avenues of revenue generation. This will also negate the per-student acquisition cost for EdTech players.

Nevertheless, though the growth path for the EdTech sector may have a few roadblocks, in hindsight, the overall outlook towards the sector’s growth in the near future appears to be optimistic.

Read our other Perspectives on coronavirus here

 

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Agritech in Africa: How Blockchain Can Help Revolutionize Agriculture

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In the first part of our series on agritech in Africa, we took a look into how IT and other technology investments are helping small farmers in Africa. In the second part, we are exploring the impact that potential application of advanced technologies such as blockchain can have on the African agriculture sector.

Blockchain, or distributed ledger technology, is already finding utility across several business sectors including financial, banking, retail, automotive, and aviation industries (click here to read our previous Perspectives on blockchain technology). The technology is finding its way in agriculture too, and has the potential to revolutionize the way farming is done.

This article is the second part of a two-piece coverage focusing on technological advancements in agriculture across the African continent.

Read part one here: Agritech in Africa: Cultivating Opportunities for ICT in Agriculture

State of blockchain implementation in agriculture in Africa

Agricultural sector in Africa has already witnessed the onset of blockchain based solutions being introduced in the market. Existing tech players and emerging start-ups have developed blockchain solutions, such as eMarketplaces, agricultural credit/financing platforms, and crop insurance services. Companies, globally as well as within Africa, are harnessing applications of blockchain to develop innovative solutions targeted at key stakeholders across the food value chain.

Blockchain to promote transparency across agriculture sector

The most common application of blockchain in any industry sector (and not only agriculture) is creating an immutable record of transactions or events, which is particularly helpful in creating a trusted record of land ownership for farmers, who are traditionally dependent on senior village officials to prove their ownership of land.

Since 2017, a Kenyan start-up, Land LayBy has been using an Ethereum-based shared ledger to keep records of land transactions. This offers farmers a trusted and transparent medium to establish land ownership, which can then further be used to obtain credit from banks or alternative financing companies. BanQu and BitLand are other examples of blockchain being used as a proof of land ownership.

This feature of blockchain also enables creation of a transparent environment where companies can trace the production and journey of agricultural products across their supply chain. Transparency across the supply chain helps create trust between farmers and buyers, and the improved visibility of prices further down the value chain also enables farmers to get better value for their produce.

In 2017, US-based Bext360 started a pilot project with US-based Coda Coffee and its Uganda-based coffee export partner, ​​Great​ ​Lakes​ ​Coffee. The company developed a machine to grade and weigh coffee beans deposited to Great Lakes by individual farmers in East Uganda. The device uploads the data on a blockchain-based SaaS solution, which enables users to trace the coffee from its origin to end consumer. The blockchain solution is also used to make payments to the farmers based on the grade of their produce in form of tokens.

In 2017, Amsterdam-based Moyee Coffee also partnered with KrypC, a global blockchain, to create a fully blockchain-traceable coffee. The coffee beans are sourced from individual farmers in Ethiopia, and then roasted within the country, before being exported to the Netherlands.

This transparency can help food companies to isolate the cause of any disease outbreak impacting the food value chain. This also allows consumers can be aware of the source of the ingredients used in their food products.

Agritech in Africa: How Blockchain Can Help Revolutionize Agriculture by EOS Intelligence

Blockchain-based platforms to improve farmer and buyer collaboration

Blockchain can also act as a platform to connect farmers with vendors, food processing, and packaging companies, providing a secure and trusted environment to both buyers and suppliers to transact without the need of a middleman. This also results in elimination of margins that need to be paid to these intermediaries, and helps improve the margins for buyers.

Farmshine, a Kenyan start-up, created a blockchain-based platform to auger trade collaboration among farmers, buyers, and service providers in Kenya. In January 2020, the company also raised USD$250,000 from Gray Matters Capital, to finance its planned future expansion to Malawi.

These blockchain platforms can also be used to connect farmers to other farmers, for activities such as asset or land sharing, resulting in more efficiency in economical farming operations. Blockchain platform can also enable small farmers to lease idle farms from their peers, thereby providing them with access to additional revenue sources, which they would not be able to do traditionally.

AgUnity, an Australian-start-up established in 2016, developed a mobile application which enables farmers to record their produce and transactions over a distributed ledger, offering a trusted and transparent platform to work with co-operatives and third-party buyers. The platform also enables farmers to share farming equipment as per a set schedule to improve overall operational and cost efficiency. In Africa, AgUnity has launched pilot projects in Kenya and Ethiopia, targeted at helping farmers achieve better income for their produce.

A Nigerian start-up, Hello Tractor uses IBM’s blockchain technology to help small farmers in Nigeria, which cannot afford tractors on their own, to lease idle tractors from owners and contractors at affordable prices through a mobile application.

Smart contracts to transform agriculture finance and insurance

Less than 3% of small farmers in sub-Saharan Africa have adequate access to agricultural insurance coverage, which leaves them vulnerable to adverse climatic situations such as droughts.

Smart contracts based on blockchain can also be used to provide crop-insurance, which can be triggered given certain set conditions are met, enabling farmers to secure their farms and family livelihood in case of extreme climatic events such as floods or droughts.

SmartCrop, an Android-based mobile platform, provides affordable crop insurance to more than 20,000 small farms in Ghana, Kenya, and Uganda through blockchain-based smart contracts, which are triggered based on intelligent weather predictions.

Netherlands-based ICS, parent company of Agrics East Africa (which provides farm inputs on credit to small farmers in Kenya and Tanzania) is also exploring a blockchain-wallet based saving product, “drought coins”, which can be encashed by farmers depending on the weather conditions and forecasts.

Tracking of assets (such as land registries) and transactions on the blockchain can also be used to verify the farmers’ history, which can be used by alternative financing companies to offer loans or credits to farmers – e.g. in cases when farmers are not able to get such financing from traditional banks – transforming the banking and financial services available to farmers.

Several African start-ups such as Twiga Foods and Cellulant have tried to explore the use of blockchain technology to offer agriculture financing solutions to small farmers in Africa.

In late 2018, Africa’s leading mobile wallet company, Cellulant, launched Agrikore, a blockchain-based digital-payment, contracting, and marketplace system that connects small farmers with large commercial customers. The company started its operations in Nigeria and is exploring expansion of its business to Kenya.

In 2018, Kenya-based Twiga Foods (that connects farmers to urban retailers in an informal market) partnered with IBM to launch a blockchain-based lending platform which offered loans to small retailers in Kenya to purchase food products from suppliers listed on Twiga platform.

Read our previous Perspective Africa’s Fintech Market Striding into New Product Segments to find out more about innovative fintech products for agriculture and other sectors financing in Africa

And last, but not the least, blockchain or cryptocurrencies can simply be used as a mode of payment with a much lower transaction fee offered by traditional banking institutions.

Improving mobile internet access to boost blockchain implementation

While blockchain has shown potential to transform agriculture in Africa, its implementation is limited by the lack of mobile/internet access and technical know-how among small farmers. As of 2018, mobile internet had penetrated only 23% of the total population in Sub-Saharan Africa.

However, the GSM Association predicts mobile internet penetration to improve significantly over the next five years, to ~39% by 2025. Improved access to internet services is expected to boost the farmers’ ability to interact with the blockchain solutions, thereby increasing development and deployment of more blockchain-based solutions for farmers.

EOS Perspective

Agritech offers an immense opportunity in Africa, and blockchain is likely to be an integral part of this opportunity. Blockchain has already started witnessing implementation in systems providing proof of ownership, platforms for farmer cooperation, and agricultural financing tools.

Unlike Asian and Latin American countries, African markets have shown a relatively positive attitude towards adoption of blockchain, a fact that promises positive environment for development of such solutions.

At the moment, most development in blockchain agritech space is concentrated in Kenya, Nigeria, Uganda, and Ghana. However, there is potential to scale up operations in other countries across Africa as well, and some start-ups have already proved this (e.g. Farmshine was able to secure the necessary financing to expand its presence in Malawi). Other companies can follow suit, however, that would only be possible with the help of further private sector investments.

Still in the nascent stages of development, blockchain solutions face an uncertain future, at least in the short term, and are dependent on external influences to pick up growth they need to impact the agriculture sector significantly. However, once such solutions achieve certain scalability, and become increasingly integrated with other technologies, such as Internet of Things and artificial intelligence, blockchain has the capability of completely transform the way farming is done in Africa.

by EOS Intelligence EOS Intelligence No Comments

Agritech in Africa: Cultivating Opportunities for ICT in Agriculture

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Agriculture technologies in Africa have been undergoing significant development over the years, with many tech start-ups innovating information and communications technologies to support agriculture at all levels. While some technologies have been successfully launched, some are in initial stages of becoming a success. Private sector investments have been the key driving factor supporting the development of agriculture technologies in Africa. In the first part of our series on agritech in Africa, we are examine what impact and opportunities arise from the use of these technologies in Africa.

Agriculture plays a significant role in Africa’s economy, contributing 32% to the continent’s GDP and employing 65% of the total work force (as per the World Bank estimates). Nearly 70% of the continent’s population directly depends on agribusiness. Vast majority of farmers work on small scale farms that produce nearly 90% of all agricultural output.

This article is the first part of a two-piece coverage focusing on technological advancements in agriculture across the African continent.

Read part two here: Agritech in Africa: How Blockchain Can Help Revolutionize Agriculture

Agriculture in Africa has been under the pressure of many challenges such as low productivity, lack of knowledge and exposure to new farming techniques, and lack of access to financial support, especially for the small-scale farmers. These challenges are prompting investments in newer technologies to enhance the productivity through smart agriculture techniques.

Lately, there have been an increased use of various technologies in agriculture in Africa, such as Internet of Things (IoT), Open Source Software, Cloud Computing, Artificial Intelligence, Drones/Unmanned Aerial Vehicles (UAVs), and Big Data Analytics. Many tech start-ups have developed solutions targeting various aspects of agriculture, including finance, supply chain, retailing, and even delivering information related to crops and weeds. These solutions are accessible to farmers through front-end devices such as smart phones and tablets, or even SMS.

Agritech in Africa - Cultivating Opportunities for ICT in Agriculture by EOS Intelligence

Start-ups lead agritech development in Africa

Many agritech start-ups in Africa have come up with solutions that have led to a rise in productivity of the farms. Drones have been a breakthrough technology, helping farmers oversee their crops, and manage their farms effectively. Drones use highly focused cameras to capture picture of crops, soil or weeds. This, coupled with big data analytics and Artificial Intelligence (AI), provides insights to farmers, saving their time and effort, while also helping them find potential issues which could impact the productivity of their farms.

There are various agritech start-ups that are developing such drones, and providing them to farmers for rent or lease to analyse their crops and farms. A South African agritech start-up, Aerobotics, offers an end-to-end solution to help farmers manage their farms using drones, through early detection of any crop-related problems, and offering curative measures for the problems using an AI-based analytics platform. The company partners with drone manufacturing companies such as DJI and Micasense to deliver these solutions.

Acquahmeyer, another start-up based in Ghana, also provides drones to its farming customers to help them use a comprehensive approach to apply crop pest control and plant nutrition management for their farms.

Advent of advanced technologies such as IoT is also helping farmers to adopt smart farm management through the use of smart sensors connected in a network. This helps every farmer to get granular details of the crops, soil, farming equipment, or livestock, enabling the farmers to devise appropriate farming approaches.

Kenya-based UjuziKilimo provides solution for analyzing soil characteristics using electronic sensor placed in the ground. This helps farmers with useful real-time insights into soil conditions. The solution further utilizes big data analytics to guide the farmers, by offering insights through SMS on their connected mobile phones or tablets.

Hello Tractor, a Kenyan start-up, provides an IoT solution, through which farmers can have access to affordable tractors which are monitored virtually through a remote asset tracking device on the tractor, sharing data over the Hello Tractor Cloud. Farmers, booking agents, dealers, and tractor owners are connected via IoT. The company is also collaborating with IBM to incorporate artificial intelligence and blockchain to their solutions.

AI has also witnessed a rapid growth in adoption across agriculture sector in Africa. Agrix Tech, based in Cameroon, has developed a mobile application that requires the farmers to capture the picture of diseased crop, which is then analyzed via AI to detect crop diseases, and helps the farmers with treatment solution to save their crops.

AI is also helping Kenyan farmers with the knowledge on planting the right crops at the right time. Tech giant, Capgemini, has teamed up with a Kenyan social enterprise in Kakamega region in Western Kenya to use artificial intelligence to analyze farming data, and then send insights about right time and technique of planting crops to the farmers’ cell phones.

There are other agritech solutions that include mobile applications which use digital platforms such as cloud computing to reach out to farmers, and provide them with apt agriculture solutions. Ghana-based CowTribe offers a mobile USSD-based subscription service which enables livestock farmers to connect with veterinarians for animal vaccines and other livestock healthcare services using cloud-based logistics management system. The company focuses on managing the schedules, and delivering the right service to the livestock farmers, to help them safeguard their animals from any health-related problems.

Several agritech investments are also impacting the financial side of agriculture. Kenya-based Apollo Agriculture provides solutions related to financing, farm inputs, advice insurance and market access through the use of agronomic machine learning, remote sensing, and mobile technology using satellite data and cloud computing.

Another Nigerian start-up Farmcrowdy has developed Nigeria’s first digital agriculture platform that provides financial support to the farmers by allowing those outside the agriculture industry to sponsor individual farms.

Several other agritech start-ups across the continent, such as Ghana-based Farmerline and AgroCenta, and Nigeria-based Kitovu have also launched data-driven mobile application for farmers. These technology solutions are proving to be a boon for agriculture sector in Africa, helping improve the overall efficiency and productivity.

Agritech in Africa - Cultivating Opportunities for ICT in Agriculture by EOS Intelligence

Agritech development is concentrated in Kenya and Nigeria

But, when it comes to first adopting the newest technologies and starting an agritech business in agriculture, Kenya and Nigeria have been leading in the adoption of new agritech solutions, accounting for a significant share of agritech start-up across Africa. Kenya has played a pioneering role in bringing agritech in Africa since 2010-2011, when the first wave of agritech start-ups began to bring new niche innovations. Currently, Kenya accounts for 25% of all the agritech start-ups in Africa, and the development is progressing rapidly, thanks to the country’s advancement in technology, high smartphone penetration, and relatively widespread internet access.

Similarly, Nigeria too has sailed the boat of success in agritech start-ups since 2015, and now it accounts for 23.2% of total agritech start-ups in Africa, with include major players such as Twiga Foods, Apollo Agriculture, Agrikore, and Tulaa. The growing inclination amongst Nigerian farmers towards using digital tools in agriculture sector has further pushed the rapid development in agritech sector in the country.

Other countries have also shown potential for agritech development, though it is still in the initial stages of becoming mainstream in their agriculture sectors. Ghana has encouraged several start-ups to launch different technology innovations for making agriculture more sustainable, while South Africa, Uganda, and Zimbabwe have also witnessed the rise in agritech start-ups over the years with newer technologies for agriculture sector.

Recent investments highlight the agritech potential

The agriculture technologies in Africa got the boost from the increased private funding. According to a report by Disrupt-Africa released in 2018, there has been a total investment of US$19 million in agritech sector since 2016. These investments have largely focused on funding agritech start-ups working on bringing innovative agriculture technologies. Also, according to the same report, the number of agritech start-ups rose by 110% from 2016 to 2018.

Some of the recent investments in the agritech sector include Kenya’s Twiga Foods, a B2B food distribution company, which raised US$30 million from investors led by Goldman Sachs in October 2019. The company aims to set-up a distribution centre in Nairobi to offer better supply chain services, while also expanding to more cities in Kenya, including Mombasa.

In December 2019, Kenya-based agritech start-up Farmshine, also raised US$25 million in funding from US-based Gray Matter’s Capital coLabs (GMC coLabs), to expand its operations in Malawi. GMC coLabs also invested US$1 million in another Kenyan B2B agritech start-up Taimba in July 2019. Taimba provides a mobile-based cashless platform connecting smallholder farmers to urban retailers. The investment was focused on strengthening Taimba’s infrastructure and increase the delivery logistics to cater to new markets.

Cellulant, a leading pan-African digital payments service provider that offers a real-time payment platform to farmers, also raised US$47.5 million from a consortium of investors in May 2018, which is the largest investment in the African tech industry till date. Cellulant also plans to channel a significant portion of funds into its Agrikore subsidiary, an agritech start-up dealing with blockchain based smart-contracting, payments, and marketplace system.

EOS Perspective

African agritech is expected to witness high growth in future. According to a CTA report on Digitalization for Agriculture (D4Ag) published in 2018, digital agriculture solutions are likely to reach 60-100 million smallholder famers, while generating annual revenues of nearly US$320- US$470 million by the end of 2020.

Adoption and use of innovative technologies such as remote sensing, diagnostics, IoT sensors for digitalization of agriculture is steadily moving from experimental stage to full-scale deployment, contributing to the data revolution in agriculture, while also unlocking new business models and opportunities.

Apart from these, blockchain is gaining prominence, and finding applications in the agriculture sector in Africa. This technology has the potential to significantly impact the agriculture sector, which we will discuss in the second part of our series on Agritech in Africa.

However, lack of affordability and knowledge to access such technologies, especially by small-scale farmers, has restricted the growth and reachability of these solutions. With the need to educate farmers and make such technology affordable and viable, it is likely that it may take at least 5-7 years before these technologies become truly mainstream in the continent.

A disparity of investments has been observed among the countries in the region. Over the years, countries such as Kenya, Nigeria, and Ghana have experienced a strong growth in terms of private investments, while other countries are left wanting. Investors have prioritized easy-to-reach markets in Africa, leaving behind the lower-income markets, resulting in agritech becoming less sustainable and scalable in these markets. However, several other African countries have shown the appetite to adopt agritech solutions, and offer significant potential.

This requires an intervention and participation from both governments and private investors, which can help improve scalability of agriculture technologies in the region. Implementation of farming digital literacy, public-private partnerships, and increased private sector investments in agritech enterprises can help the agritech industry experience a consistent and higher success rate, thus bringing the agriculture technology to a mainstream at faster pace.

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Moving Towards 5G – Slowly but Surely

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5G technology started to become a buzzword around 2017, when it was still in a nascent stage of development, to say the least. Over the past two years, 5G has evolved from pilot testing phase to small-scale implementation. However, 5G full-scale deployment is yet to be seen and there are still many challenges to overcome. 5G is here, but it is still a long way before it becomes mainstream.

Developing 5G infrastructure is a costly affair

5G uses high frequencies and short wavelength to deliver faster speed and lower latency. Short wavelength requires shorter distance between the tower and the device, since the signal cannot penetrate buildings, trees, or other such obstacles. Therefore, telecom operators need to build 5G small-cell towers very close to the end-users, which is time consuming and expensive.

The high cost of investment is seen as a major pain point by majority of the telecom operators. A report released by a UK-based capital finance firm Greensill in February 2019 indicated that the investment in global 5G telecom infrastructure will reach US$1 trillion by 2020.

Network sharing is increasingly seen as a rational approach to reduce the individual cost of investment. In February 2018, McKinsey estimated that if three players share the 5G network, the individual costs can be reduced by 50%. However, setting up a collaboration with other telecom operators to share networks is a complex and time-consuming process. On an average, it takes about six to nine months to finalize a network sharing agreement. Each telecom operator will need to ink many such network sharing contracts to achieve wide-spread coverage of their services.

Despite the hype, demand for 5G is currently rather moderate

Despite all the promises of high-speed and uninterrupted internet connectivity, 5G is not seen as an immediate necessity. This is because the existing technology, 4G LTE, is able to fulfill most of the current consumer needs. The average 4G LTE data speed globally is estimated at around 17Mbps. Thus, 4G LTE provides sufficient speed for some of the most common mobile applications such as music streaming (~1Mbps), 1080p HD video (~5Mbps), and even online games such as Fortnite (~3Mbps).

As per a study conducted by PWC in September 2018, only about a third of 1,000 home and mobile internet users surveyed in the USA were willing to pay a premium for 5G, provided 5G delivers speed and low latency as claimed by the telecom operators. Moreover, survey finds that, for 5G internet service, home internet users were willing to pay a marginal amount of US$5.06 on average as monthly premium in addition to their current spending on 4G. Mobile internet users were willing to spend even less, a monthly premium of US$4.40 on average. To compare, a US-based telecom operator Verizon offers unlimited 4G data and calls for US$65 per month.

Moreover, most of the 4G devices do not support 5G networks, thus require consumers to spend additionally on 5G-compatible devices. This additional cost factor is also expected to act as a deterrent for mass adoption of 5G in the near term. Another survey (conducted by PWC in May 2019) of 800 internet users in the USA found that if a new device was required to access 5G, 70% of the respondents would not be willing to buy a new 5G-compatible device as soon as it was available, rather wait until they were eligible for an upgrade.

Thus, the marketing hype created around 5G have got consumers intrigued about the technology, however, they are not open to spending generously on the 5G experience.

Net neutrality law dampens motivation to invest in 5G

5G would enable network slicing allowing telecom operators to dedicate a portion or slice of their 5G network with certain functionality such as connectivity, speed, or capacity. In other words, network slicing creates various networks that share the same physical infrastructure without impacting other network functionalities.

For instance, in automated cars, one slice could be used for watching Netflix and other could be used for exchanging reliable information with other cars to avoid any road accidents. Network slicing is a real opportunity for telecom operators to optimize their 5G networks to address different needs of specific application areas.

Furthermore, differentiated services provided with each network slice using the same physical infrastructure are likely to increase revenue potential for telecom operators. A research study conducted by Ericsson in 2018 concluded that telecom operators can generate up to 35% more in revenue using network slicing (the study assumed a 5G mobile broadband had 25 million subscribers with 40 unique services launched per year over the period of five years).

However, the net neutrality regulation adopted by many countries across the world does not permit the use of network slicing technique. Net neutrality laws are in effect in the EU since 2016. In North America, Canada has net neutrality regulation in place, but in the USA the status of the law is under review. Most countries in South America have national laws to protect net neutrality. In Asia, Japan, South Korea, and India are among the few countries with net neutrality regulation. Africa, in particular, is lagging behind other regions in developing concrete framework to protect net neutrality.

The net neutrality law dictates telecom operators to treat all internet communications equally and prohibits them to charge differently for different internet services. Net neutrality law does not allow the telecom operators to use network slicing technique to create distinguished service offerings by blocking any part of bandwidth for a particular application or user group.

Telecom operators argue that this impacts the roll out of mission-critical and emergency services such as remote surgery which needs to be given priority over other applications. With net neutrality in the picture, telecom operators would not be able to benefit from the key feature of 5G technology, network slicing. This may hinder the overall 5G development.

As telecom operators voice their concerns, regulators across the world are reviewing net neutrality laws. EU opened consultations with industry stakeholders as telecom operators in the region propose 5G to be classified as a specialized service which is exempted from net neutrality laws.

In the USA, the status of net neutrality law (introduced in 2015) remains unclear. In June 2018, the Federal Communications Commission (FCC) repealed net neutrality regulation, however the decision was opposed by 22 states. State legislators have challenged the FCC decision in the US Court of Appeals and proposed to authorize the state-level legislations to re-instate net neutrality laws. In the 2019 legislative session, 29 states introduced laws to protect net neutrality at state level.

5G to multiply data privacy and security risks

5G does not drastically change the risk factors similar to those in the existing communication technologies (i.e. 2G, 3G, and 4G), however, it is going to dramatically increase the potential points of cyberattacks. This is due to the fact that the advent of 5G is expected to result in exponential increase in the number of connected devices and associated network data traffic, which will significantly expand the number and scale of cyber vulnerabilities.

A study (released in May 2019 by Business Performance Innovation (BPI) Network, a professional networking organization) based on a global survey of 145 telecom industry professionals, indicated that 94% of respondents believed that 5G will increase security and reliability concerns.

Another survey conducted in June 2019 by Cradlepoint, a cloud-based networking solutions provider, indicated that 73% of the 200 respondents (working with telecom operators) acknowledged that security concerns might delay the 5G adoption.

Explore our other Perspectives on 5G

Industry is turning to standardization and regulatory bodies for guidance on minimizing security threats associated with 5G. But existing standards do not fully address the data privacy and security concerns.

For instance, the existing 5G standard employs Authentication and Key Agreement (AKA) protocol which is a mutually authenticating system between the user device and 5G network. However, in late 2018, it was discovered that the 5G AKA has at least two vulnerabilities that could compromise users’ data privacy and security. Firstly, it allows interception of the communication between two users, enabling cyber spies to steal personal information or corrupt data. Further, the vulnerability in 5G AKA protocol could allow cyber criminals to bill the phone call or other charges to legitimate users.

5G standards are still under development and will take some time to come into effect. Since 5G is a new technology, many data privacy and security threats still remain unidentified. In anticipation of potential security flaws, telecom operators may adopt a wait-and-see approach before moving to wide-scale commercial deployment of 5G.

5G draws criticism over possible health concerns

It is believed that prolonged exposure to electromagnetic radiation from 5G networks can be harmful to human health. In 2011, cellular radiation was classified as a possible carcinogen by World Health Organization. 5G radiation is also claimed to be linked to premature aging, disruption of cell metabolism, as well as neurological disorders. However, there is little evidence to understand the actual extent of the harm caused, and therefore many countries are not giving this issue due attention.

However, rising health concerns are not going unnoticed. In September 2017, 180 medical professionals and scientists from 36 countries recommended the European Commission to postpone the deployment of the 5G network until the potential risks for human health and environment are thoroughly investigated and proven. In response, the European Commission indicated that the member states are responsible for protecting their citizens from harmful effect of electromagnetic radiation and they can introduce choice of measures based on the demographics. This means that, in the future, if the presumed adverse effect of 5G radiation on human health is proven to be true, countries can impose protectionary measures which would limit the development of 5G.

Some countries have already taken a cautious approach to 5G deployment in view of potential health risks. An example of this could be Belgium stopping a 5G test in Brussels in April 2019 due to difficulty in measuring electromagnetic radiation emissions. Around the same time, Swiss government also announced plans to introduce radiation monitoring systems to continually assess health risks posed by 5G radiation. Earlier in September 2018, Mill Valley, a city in San Francisco, USA, banned deployment of small-cell 5G towers in the city’s residential areas.

Thus, growing concerns over impact of 5G on human health is expected to further delay the 5G development and adoption.

Moving Towards 5G – Slowly but Surely nu EOS Intelligence

1) According to McKinsey estimates (February 2018) based on the assumption that three players share the 5G network
2) Based on survey of 1,000 home and mobile internet users in the USA conducted in September 2018 by PWC
3) Based on survey of 800 home and mobile internet users in the USA conducted in May 2019 by PWC
4) As per Ericsson 2018 study, assuming a 5G mobile broadband having 25 million subscribers with 40 unique services launched per year over the period of five years
5) According to May 2019 study by Business Performance Innovation (BPI) Network
6) Based on a survey conducted by Cradlepoint in June 2019

EOS Perspective

While the 5G technology era has arrived, wide-scale commercial deployment is moving slowly amidst challenges it is facing. Cradlepoint study indicated that 46% of the 200 telecom industry professionals surveyed in June 2019 had made little or no preparations for 5G deployment.

4G (introduced in 2009) accounted for 43% of the total mobile subscriptions globally by the end of 2018. Even after a decade, there are still many regions where people do not have access to 4G.

Transitioning from existing communication technologies to 5G is more complex, costly, and time-consuming. Hence, 5G is years away from full-scale commercial deployment. GSMA, an industry association with over 750 telecom operators as members, predicts that while 4G will continue to grow to reach 60% of the global mobile subscriptions in 2025, 5G will account for just 15% of the market by then.

5G has been in the news for some time now and it is marketed as the future of communication and internet technology. 5G has gone through many upgrades and is deemed ready for commercial deployment, at least on a small scale. Many leading telecom operators today are preparing for the rollout of 5G networks while uncovering new challenges in the process.

The road to 5G might be longer than expected, given the challenges on the way. TBR, a technology research firm, expects that only few trailblazers would have attempted to deploy 5G by the end of 2019. Majority of telecom operators will deploy 5G between 2020 and 2026. Laggards will follow them and continue with 5G deployment till 2030.

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