The investment volume in Ukraine's venture capital IT industry reached a record high of $265M in 2017, a 231% increase from 2016. Most of the growth came from large growth and secondary deals and a dozen Series A deals. The number of identified deals was 44, down from previous years. Seed rounds declined in number and volume while Series A rounds hit a record high average size of $4.78M. Foreign capital accounted for 96% of the total investment volume, with investors based in the US, UK, and Israel among the most active. Key sectors like software and online services saw significant growth. There were 5 disclosed exits worth $8M in total.
The document is an annual report by AVentures Capital covering the Ukrainian tech investment industry in 2020. It summarizes that total funding volume reached a record high of $571 million despite the COVID-19 pandemic, with most funds going to a few global companies with Ukrainian roots. Early-stage funding also hit record highs, though international funds provided the majority. Exits increased in number but most were of moderate value. The software development outsourcing industry saw consolidation trends amid remote work formats.
Kreston Ukraine, together with Ukrainian Venture Capital and Private Equity Association (UVCA), AVentures, and ISE Corporate Accelerator, is pleased to present the results of the annual Ukraine Deal Review 2021, also covering 3 months of 2022.
In 2021, Ukrainian startups attracted venture capital investments worth USD 779.6 million, 46% more than in 2020. Like in a previous period, Ukrainian Startup Fund (USF) accounted for about half of the deals (47%). Investments attributed to private equity reached 82.8 million USD, and these are only agreements with the disclosed amount.
In 2021, six new players joined the Ukrainian venture capital market. GEEK Ventures, SID Venture Partners, ZAS Ventures, ANCHOR, and PAWA offer Ukrainian startups financing of around USD 0.5 million, along with their experience and expertise. World-renowned companies also did not ignore Ukraine last year: 19 of them opened their R&D centers, offices, and engineering hubs in Ukraine.
In the first quarter of 2022, the development of private technology investment markets did not halt despite the large-scale Russian aggression. In January–March 2022, 11 venture capital deals of USD 11.5 mln, 3 private equity deals of USD 4 mln, and 8 exits of USD 135 mln already took place. International companies went on establishing new R&D centers and offices in Ukraine. In addition, global technology companies, EU countries, and Ukrainian IT communities have offered Ukrainian startups several support programs.
The DealBook is our annual overview of the Ukrainian tech investment industry. This edition comprehensively covers the full year 2023 and the first deals of 2022.
Ukrainian tech investment report for 2022. The report provides an overview of investment deals and trends in Ukraine's technology sector in 2021 and early 2022. Some key points include:
- 2021 was a record year for tech investment in Ukraine, with a total of US$832 million invested, surpassing previous years.
- Three Ukrainian companies (GitLab, Firefly Aerospace, People.ai) raised over half the total funding in 2021.
- Early-stage funding reached record levels, with seed and Series A deals increasing over previous years.
- M&A activity was also high in 2021, though some 2022 deals were put on hold due to the Russian invasion in February.
- Ukraine's export
The Ukrainian Venture Capital and Private Equity Association (UVCA) and the audit and consulting company Kreston Ukraine present the “Ukraine venture capital and private equity markets 2020” annual review, which also includes data for 8 months of 2021.
According to the results of 2020, Ukrainian technology companies and their investors closed 188 deals with investors worth USD 533.5 million. About 50% of the deals are small grants (25 and 50 thousand USD) from the Ukrainian Startup Fund. For 2020—2021, it has invested USD 5.3 million in Ukrainian projects.
Just three years ago, Ukraine did not have a single unicorn among its startups. Nowadays, as many as five of them — Gitlab, Grammarly, Bitfury, People.ai, and Ring — raised USD 1.3 bln funding and dominate the global market.
In this review, we analysed the key market trends, such as “investment focus on software projects”, “increase of foreign investors in the Ukrainian market”, “growing quality of Ukrainian startups and their interest in smart money” for the first time. The key drivers and barriers to market development were identified — the respondents noted that despite the imperfect regulatory framework, the country still has enough private capital to promote the sector.
Generally, all market players are unanimous in their outlooks and are quite optimistic about further market development. According to 81% venture and 67% private equity investors surveyed, all quantitative indicators are likely to grow, and high-tech industries traditionally represent the most promising ones.
Ukrainian investors primarily point to the experience and qualification of the team (according to 94% venture and 17% private equity investors surveyed) and the market potential of the business idea (according to 82% venture and 83% private equity investors surveyed), among the key factors for investment decisions. On the other hand, when choosing an investor, startups consider their industry expertise, investment terms, and ‘smart money’ they can get.
The study results show that Ukrainian companies offer attractive, relevant, and globally competitive solutions and demonstrate sustainability and adaptability in COVID-19. Ukraine is gradually transforming from a talent and idea exporter into a big international venture capital market player.
This document provides an overview and summary of investments and mergers & acquisitions in the Ukrainian tech sector in 2018 and the first quarter of 2019. It finds that 2018 saw a record $323 million in venture capital and private equity deals, a 22% increase over 2017. However, 71% of total funding went to three global companies with R&D operations in Ukraine. Early-stage funding remained flat, with most coming from foreign investors. Recent M&A activity has focused on software development outsourcing firms. Notable 2019 deals include a $10 million investment in an IoT security company and investments in a custom software developer and fintech lending platform.
Investors Book 2021 - catalog for investors and startups that will allow them to connect in a reliable, efficient way to make ‘perfect match’.
The Investors Book 2021 was created by the Ukrainian Venture Capital and Private Equity Association (UVCA) supported by the USAID through its Competitive Economy Program in Ukraine (USAID CEP) and the Ministry of Digital Transformation of Ukraine.
The investment volume in Ukraine's venture capital IT industry reached a record high of $265M in 2017, a 231% increase from 2016. Most of the growth came from large growth and secondary deals and a dozen Series A deals. The number of identified deals was 44, down from previous years. Seed rounds declined in number and volume while Series A rounds hit a record high average size of $4.78M. Foreign capital accounted for 96% of the total investment volume, with investors based in the US, UK, and Israel among the most active. Key sectors like software and online services saw significant growth. There were 5 disclosed exits worth $8M in total.
The document is an annual report by AVentures Capital covering the Ukrainian tech investment industry in 2020. It summarizes that total funding volume reached a record high of $571 million despite the COVID-19 pandemic, with most funds going to a few global companies with Ukrainian roots. Early-stage funding also hit record highs, though international funds provided the majority. Exits increased in number but most were of moderate value. The software development outsourcing industry saw consolidation trends amid remote work formats.
Kreston Ukraine, together with Ukrainian Venture Capital and Private Equity Association (UVCA), AVentures, and ISE Corporate Accelerator, is pleased to present the results of the annual Ukraine Deal Review 2021, also covering 3 months of 2022.
In 2021, Ukrainian startups attracted venture capital investments worth USD 779.6 million, 46% more than in 2020. Like in a previous period, Ukrainian Startup Fund (USF) accounted for about half of the deals (47%). Investments attributed to private equity reached 82.8 million USD, and these are only agreements with the disclosed amount.
In 2021, six new players joined the Ukrainian venture capital market. GEEK Ventures, SID Venture Partners, ZAS Ventures, ANCHOR, and PAWA offer Ukrainian startups financing of around USD 0.5 million, along with their experience and expertise. World-renowned companies also did not ignore Ukraine last year: 19 of them opened their R&D centers, offices, and engineering hubs in Ukraine.
In the first quarter of 2022, the development of private technology investment markets did not halt despite the large-scale Russian aggression. In January–March 2022, 11 venture capital deals of USD 11.5 mln, 3 private equity deals of USD 4 mln, and 8 exits of USD 135 mln already took place. International companies went on establishing new R&D centers and offices in Ukraine. In addition, global technology companies, EU countries, and Ukrainian IT communities have offered Ukrainian startups several support programs.
The DealBook is our annual overview of the Ukrainian tech investment industry. This edition comprehensively covers the full year 2023 and the first deals of 2022.
Ukrainian tech investment report for 2022. The report provides an overview of investment deals and trends in Ukraine's technology sector in 2021 and early 2022. Some key points include:
- 2021 was a record year for tech investment in Ukraine, with a total of US$832 million invested, surpassing previous years.
- Three Ukrainian companies (GitLab, Firefly Aerospace, People.ai) raised over half the total funding in 2021.
- Early-stage funding reached record levels, with seed and Series A deals increasing over previous years.
- M&A activity was also high in 2021, though some 2022 deals were put on hold due to the Russian invasion in February.
- Ukraine's export
The Ukrainian Venture Capital and Private Equity Association (UVCA) and the audit and consulting company Kreston Ukraine present the “Ukraine venture capital and private equity markets 2020” annual review, which also includes data for 8 months of 2021.
According to the results of 2020, Ukrainian technology companies and their investors closed 188 deals with investors worth USD 533.5 million. About 50% of the deals are small grants (25 and 50 thousand USD) from the Ukrainian Startup Fund. For 2020—2021, it has invested USD 5.3 million in Ukrainian projects.
Just three years ago, Ukraine did not have a single unicorn among its startups. Nowadays, as many as five of them — Gitlab, Grammarly, Bitfury, People.ai, and Ring — raised USD 1.3 bln funding and dominate the global market.
In this review, we analysed the key market trends, such as “investment focus on software projects”, “increase of foreign investors in the Ukrainian market”, “growing quality of Ukrainian startups and their interest in smart money” for the first time. The key drivers and barriers to market development were identified — the respondents noted that despite the imperfect regulatory framework, the country still has enough private capital to promote the sector.
Generally, all market players are unanimous in their outlooks and are quite optimistic about further market development. According to 81% venture and 67% private equity investors surveyed, all quantitative indicators are likely to grow, and high-tech industries traditionally represent the most promising ones.
Ukrainian investors primarily point to the experience and qualification of the team (according to 94% venture and 17% private equity investors surveyed) and the market potential of the business idea (according to 82% venture and 83% private equity investors surveyed), among the key factors for investment decisions. On the other hand, when choosing an investor, startups consider their industry expertise, investment terms, and ‘smart money’ they can get.
The study results show that Ukrainian companies offer attractive, relevant, and globally competitive solutions and demonstrate sustainability and adaptability in COVID-19. Ukraine is gradually transforming from a talent and idea exporter into a big international venture capital market player.
This document provides an overview and summary of investments and mergers & acquisitions in the Ukrainian tech sector in 2018 and the first quarter of 2019. It finds that 2018 saw a record $323 million in venture capital and private equity deals, a 22% increase over 2017. However, 71% of total funding went to three global companies with R&D operations in Ukraine. Early-stage funding remained flat, with most coming from foreign investors. Recent M&A activity has focused on software development outsourcing firms. Notable 2019 deals include a $10 million investment in an IoT security company and investments in a custom software developer and fintech lending platform.
Investors Book 2021 - catalog for investors and startups that will allow them to connect in a reliable, efficient way to make ‘perfect match’.
The Investors Book 2021 was created by the Ukrainian Venture Capital and Private Equity Association (UVCA) supported by the USAID through its Competitive Economy Program in Ukraine (USAID CEP) and the Ministry of Digital Transformation of Ukraine.
The main goal of this overview is to give the complex picture of what blockchain industry in Ukraine is like - companies in which areas are present on the market, who are they, how the industry was formed and what are the current needs of blockchain sector in Ukraine.
This document discusses ChatGPT and other large language models (LLMs). It begins with an agenda that outlines discussing what LLMs are and how they are trained, ways educators can use ChatGPT, and limitations of ChatGPT. It then explains that ChatGPT is not the first chatbot but one of the first widely used. It discusses how LLMs are trained using next-token prediction and masked language modeling. The document considers both optimistic and pessimistic views about the importance of advanced AI. It provides examples of how ChatGPT could be used to help with teaching but also limitations, such as not being good at math, plagiarism detection, or very recent events. It acknowledges other emerging AI systems
Investors Book is the first overview that has gathered Ukrainian investment market players displaying their current activity, spheres of interest, portfolio. According to the book, there are 33 active funds operating in Ukraine, 5 of those are incubators and accelerators, 1 corporate fund, 19 venture capital funds, 8 private equity funds.
Vol. 2 updated in July 2017.
The document is the 2020 edition of the DealBook of Ukraine published by AVentures Capital. It provides an overview of the Ukrainian tech investment landscape in 2019. Some of the key highlights include:
- 2019 saw a record total funding volume of $544M, driven by a few large rounds, while early stage investment remained flat.
- The three largest deals (Grammarly, GitLab, People.ai) accounted for 77% of the total funding.
- Exits increased with notable acquisitions like AI Factory and Cropio, but most deals were smaller than $100M.
- International investors provided the majority of early stage capital while local funds focused on seed deals.
- Ukraine remained an
The document discusses the benefits of meditation for reducing stress and anxiety. Regular meditation practice can help calm the mind and body by lowering heart rate and blood pressure. Studies have shown that meditating for just 10-20 minutes per day can have significant positive impacts on both mental and physical health over time.
For optimized reading: http://www.uadn.net/files/ua_hightech.pdf
A comprehensive 250-page review of software R&D and IT outsourcing activities in Ukraine, the country with the largest number of software engineers in CEE. http://www.uadn.net/files/ua_hightech.pdf
When, Where & How AI Will Boost Federal Workforce Productivityaccenture
Artificial intelligence could significantly boost productivity in the U.S. federal workforce, potentially providing $532 billion in annual benefits by 2028. However, federal workers will need training to take full advantage of AI's benefits. The study found AI could automate around 30% of average federal workers' tasks by 2028 if investment increases as projected. To maximize AI's benefits, the document recommends federal agencies prioritize reskilling workers, aligning AI with strategic objectives, and ensuring accessible and trusted data.
Deal Book: Ukrainian Venture Capital and Private Equity Overview 2022-2023Mind UA
This research covers the period from the beginning of 2022 to the end of the Q1/2023 – five quarters during which Ukraine was engulfed in the flames of war.
The study was conducted by the Ukrainian Venture Capital and Private Equity Association (UVCA) and business media Mind.ua.
Yet, despite predictions, the Ukrainian venture market has shown remarkable resilience and self-renewal capacity in conditions we have never faced before.
The trend is illustrated by the number of investments, which has reached nearly 200 deals. Moreover, their number has almost doubled, if compared with 2021 – the last pre-war year.
The total investment in projects with Ukrainian roots during the war year exceeded $880 million, but the lion’s share consisted of investments in the top five start-ups. This trend has persisted for several years in a row.
The Ukrainian ecosystem has already produced 7 unicorns. However, we see similar potential in another 50 companies. Over 20 years, we have built a very large ecosystem, which gives potential for growing unicorns. And therefore, it’s worth investing in funds focused on Ukraine. 17 funds with a total volume of $1.4 billion have already been fundraising intensively.
The Fourth Annual Global Mobility Study [hyperlink] by L.E.K. Consulting, Vision Mobility and CuriosityCX highlights that there is a much greater uptake of ride-hailing and other new mobility options in India and China than in mature western economies. With relatively low levels of car ownership and less developed public transport systems in these Asian countries, new mobility use is now comparable with and set to overtake traditional transport for a segment of the population.
AI in Autonomous Driving - Bhanu Prakash - Continental - AI Dev Days 2018CodeOps Technologies LLP
This presentation was made by Bhanu Prakash (ADAS, Continental AG.,) as part of AI Dev Days conference held in Bangalore on 9th March 2018. URL: www.aidevdays.com
---
* Intro to AD and Levels of AD (Autonomous Driving)
* Building blocks of AD ( ADAS Sensors)
* Different AI/Deep Learning Techniques used in ADAS and AD
* Challenges and Pitfalls of AI and AD
This presentation outlines the PISA 2022 creative thinking assessment, what is involved, why and how we are testing creative thinking. It informed the discussion of our recent webinar: Assessing creative thinking: what, why and how? where we discussed how can we make creative thinking visible, comparable, and amenable to policy and classroom action? as well as other approaches to measuring creative thinking both at scale and in the classroom.
👉 Watch the webinar https://www.facebook.com/100064368054456/videos/432306195668560
👉 Read the PISA 2022 Creative Thinking Framework at https://oe.cd/4Eq
👉Find out more about OECD work in Education and Skills at https://www.oecd.org/education/
The SaaS sector is undergoing a ‘reset’: on the public side, revenue multiples went down from 17x a year ago to 6x today. On the private side, funding is down 42% in Q3 with similar trends observed in the US and Europe. What does this mean for European and Israeli SaaS companies? In this presentation, we will dive deeper into:
- How should founders think about their company valuation?
- Are public markets overcorrected?
- How are the public market dynamics impacting the private funding market?
- Will we see a flurry of down round for the 120+ Cloud Unicorns created in Europe and Israel over the past few years?
- Which top 100 companies have been selected for the 2022 Accel Euroscape?
Accel 2021 Euroscape: On the path to global dominance?Philippe Botteri
The European and Israeli cloud ecosystem is accelerating as never before. Back in 2016, Europe and Israel had only four public companies worth less than $9B combined and local cloud companies had raised just $900M throughout 2015. Today, Europe and Israel have generated 23 public companies worth $231B and private cloud financing reached c. $30B. The $900M of SaaS VC funding in 2015 now represents less than Europe's largest financing round, with Celonis raising $1B in June this year. These are just some of the SaaS milestones Europe and Israel have hit over the last year, so now seems like the right time to as: "are Europe and Israel on the path to global SaaS dominace?" Take a look at the insights in our 2021 Euroscape and see what the data says!
Digital Health & Wellness: Panel with David Meinertz, CEO (Zava) - Johannes Schildt, Co-Founder & CEO (KRY) - Ali Parsa, Founder & CEO (Babylon Health) - Rainer Kasan, Co-Founder & CTO (Telepaxx) - Dan Vahdat, Founder & CEO (Medopad) at the NOAH Conference 2018 in London, Old Billingsgate 30-31 October 2018.
The document discusses the evolution of consumer expectations and merchandising potential in the airline industry. It notes that consumer expectations have changed significantly since 2007 due to advances in technology and increased digital connectivity. The rise of ancillary revenues is also discussed. The document argues that new distribution capability (NDC) standards will enable airlines to implement powerful new merchandising strategies by determining their own ancillary offerings rather than being constrained by legacy technologies. Ten questions for airlines to consider regarding their ancillary strategy with NDC are then provided.
Summary: Even in a time of high biopharma valuations, adopting an activist mentality adds rigor to capital allocation and strategic decision-making, improving not just returns to shareholders but long-term value creation. Therefore, biopharma management teams and boards of directors should proactively assess the “fitness” of their capital allocation strategies and their alignment with operational performance goals by taking an outsider’s view of the business even when times are good — and before a material stumble provides a compelling reason for an outsider to act. For more on this topic, go to http://www.ey.com/GL/en/Industries/Life-Sciences/EY-vital-signs-how-fit-is-your-capital-allocation-strategy.
The Ukrainian IT industry has an annual turnover of $5 billion and is the 3rd largest export industry in Ukraine. Kharkiv is a major hub for IT with over 200 companies and 22,000 IT professionals. Kharkiv has 5 universities that specialize in IT education and produce over 6,000 graduates each year. The Kharkiv IT Cluster was formed to develop Kharkiv's IT ecosystem and make it the top IT location in Ukraine by providing access to skilled professionals, universities, and government support for IT companies.
Dmitry ovcharenko it in ukraine the opportunity london 2MiniBar
Alcor BP is one of the top outstaffing companies in Kyiv Ukraine. They find you an office space, hire a top team of developers and manage the whole process.
The main goal of this overview is to give the complex picture of what blockchain industry in Ukraine is like - companies in which areas are present on the market, who are they, how the industry was formed and what are the current needs of blockchain sector in Ukraine.
This document discusses ChatGPT and other large language models (LLMs). It begins with an agenda that outlines discussing what LLMs are and how they are trained, ways educators can use ChatGPT, and limitations of ChatGPT. It then explains that ChatGPT is not the first chatbot but one of the first widely used. It discusses how LLMs are trained using next-token prediction and masked language modeling. The document considers both optimistic and pessimistic views about the importance of advanced AI. It provides examples of how ChatGPT could be used to help with teaching but also limitations, such as not being good at math, plagiarism detection, or very recent events. It acknowledges other emerging AI systems
Investors Book is the first overview that has gathered Ukrainian investment market players displaying their current activity, spheres of interest, portfolio. According to the book, there are 33 active funds operating in Ukraine, 5 of those are incubators and accelerators, 1 corporate fund, 19 venture capital funds, 8 private equity funds.
Vol. 2 updated in July 2017.
The document is the 2020 edition of the DealBook of Ukraine published by AVentures Capital. It provides an overview of the Ukrainian tech investment landscape in 2019. Some of the key highlights include:
- 2019 saw a record total funding volume of $544M, driven by a few large rounds, while early stage investment remained flat.
- The three largest deals (Grammarly, GitLab, People.ai) accounted for 77% of the total funding.
- Exits increased with notable acquisitions like AI Factory and Cropio, but most deals were smaller than $100M.
- International investors provided the majority of early stage capital while local funds focused on seed deals.
- Ukraine remained an
The document discusses the benefits of meditation for reducing stress and anxiety. Regular meditation practice can help calm the mind and body by lowering heart rate and blood pressure. Studies have shown that meditating for just 10-20 minutes per day can have significant positive impacts on both mental and physical health over time.
For optimized reading: http://www.uadn.net/files/ua_hightech.pdf
A comprehensive 250-page review of software R&D and IT outsourcing activities in Ukraine, the country with the largest number of software engineers in CEE. http://www.uadn.net/files/ua_hightech.pdf
When, Where & How AI Will Boost Federal Workforce Productivityaccenture
Artificial intelligence could significantly boost productivity in the U.S. federal workforce, potentially providing $532 billion in annual benefits by 2028. However, federal workers will need training to take full advantage of AI's benefits. The study found AI could automate around 30% of average federal workers' tasks by 2028 if investment increases as projected. To maximize AI's benefits, the document recommends federal agencies prioritize reskilling workers, aligning AI with strategic objectives, and ensuring accessible and trusted data.
Deal Book: Ukrainian Venture Capital and Private Equity Overview 2022-2023Mind UA
This research covers the period from the beginning of 2022 to the end of the Q1/2023 – five quarters during which Ukraine was engulfed in the flames of war.
The study was conducted by the Ukrainian Venture Capital and Private Equity Association (UVCA) and business media Mind.ua.
Yet, despite predictions, the Ukrainian venture market has shown remarkable resilience and self-renewal capacity in conditions we have never faced before.
The trend is illustrated by the number of investments, which has reached nearly 200 deals. Moreover, their number has almost doubled, if compared with 2021 – the last pre-war year.
The total investment in projects with Ukrainian roots during the war year exceeded $880 million, but the lion’s share consisted of investments in the top five start-ups. This trend has persisted for several years in a row.
The Ukrainian ecosystem has already produced 7 unicorns. However, we see similar potential in another 50 companies. Over 20 years, we have built a very large ecosystem, which gives potential for growing unicorns. And therefore, it’s worth investing in funds focused on Ukraine. 17 funds with a total volume of $1.4 billion have already been fundraising intensively.
The Fourth Annual Global Mobility Study [hyperlink] by L.E.K. Consulting, Vision Mobility and CuriosityCX highlights that there is a much greater uptake of ride-hailing and other new mobility options in India and China than in mature western economies. With relatively low levels of car ownership and less developed public transport systems in these Asian countries, new mobility use is now comparable with and set to overtake traditional transport for a segment of the population.
AI in Autonomous Driving - Bhanu Prakash - Continental - AI Dev Days 2018CodeOps Technologies LLP
This presentation was made by Bhanu Prakash (ADAS, Continental AG.,) as part of AI Dev Days conference held in Bangalore on 9th March 2018. URL: www.aidevdays.com
---
* Intro to AD and Levels of AD (Autonomous Driving)
* Building blocks of AD ( ADAS Sensors)
* Different AI/Deep Learning Techniques used in ADAS and AD
* Challenges and Pitfalls of AI and AD
This presentation outlines the PISA 2022 creative thinking assessment, what is involved, why and how we are testing creative thinking. It informed the discussion of our recent webinar: Assessing creative thinking: what, why and how? where we discussed how can we make creative thinking visible, comparable, and amenable to policy and classroom action? as well as other approaches to measuring creative thinking both at scale and in the classroom.
👉 Watch the webinar https://www.facebook.com/100064368054456/videos/432306195668560
👉 Read the PISA 2022 Creative Thinking Framework at https://oe.cd/4Eq
👉Find out more about OECD work in Education and Skills at https://www.oecd.org/education/
The SaaS sector is undergoing a ‘reset’: on the public side, revenue multiples went down from 17x a year ago to 6x today. On the private side, funding is down 42% in Q3 with similar trends observed in the US and Europe. What does this mean for European and Israeli SaaS companies? In this presentation, we will dive deeper into:
- How should founders think about their company valuation?
- Are public markets overcorrected?
- How are the public market dynamics impacting the private funding market?
- Will we see a flurry of down round for the 120+ Cloud Unicorns created in Europe and Israel over the past few years?
- Which top 100 companies have been selected for the 2022 Accel Euroscape?
Accel 2021 Euroscape: On the path to global dominance?Philippe Botteri
The European and Israeli cloud ecosystem is accelerating as never before. Back in 2016, Europe and Israel had only four public companies worth less than $9B combined and local cloud companies had raised just $900M throughout 2015. Today, Europe and Israel have generated 23 public companies worth $231B and private cloud financing reached c. $30B. The $900M of SaaS VC funding in 2015 now represents less than Europe's largest financing round, with Celonis raising $1B in June this year. These are just some of the SaaS milestones Europe and Israel have hit over the last year, so now seems like the right time to as: "are Europe and Israel on the path to global SaaS dominace?" Take a look at the insights in our 2021 Euroscape and see what the data says!
Digital Health & Wellness: Panel with David Meinertz, CEO (Zava) - Johannes Schildt, Co-Founder & CEO (KRY) - Ali Parsa, Founder & CEO (Babylon Health) - Rainer Kasan, Co-Founder & CTO (Telepaxx) - Dan Vahdat, Founder & CEO (Medopad) at the NOAH Conference 2018 in London, Old Billingsgate 30-31 October 2018.
The document discusses the evolution of consumer expectations and merchandising potential in the airline industry. It notes that consumer expectations have changed significantly since 2007 due to advances in technology and increased digital connectivity. The rise of ancillary revenues is also discussed. The document argues that new distribution capability (NDC) standards will enable airlines to implement powerful new merchandising strategies by determining their own ancillary offerings rather than being constrained by legacy technologies. Ten questions for airlines to consider regarding their ancillary strategy with NDC are then provided.
Summary: Even in a time of high biopharma valuations, adopting an activist mentality adds rigor to capital allocation and strategic decision-making, improving not just returns to shareholders but long-term value creation. Therefore, biopharma management teams and boards of directors should proactively assess the “fitness” of their capital allocation strategies and their alignment with operational performance goals by taking an outsider’s view of the business even when times are good — and before a material stumble provides a compelling reason for an outsider to act. For more on this topic, go to http://www.ey.com/GL/en/Industries/Life-Sciences/EY-vital-signs-how-fit-is-your-capital-allocation-strategy.
The Ukrainian IT industry has an annual turnover of $5 billion and is the 3rd largest export industry in Ukraine. Kharkiv is a major hub for IT with over 200 companies and 22,000 IT professionals. Kharkiv has 5 universities that specialize in IT education and produce over 6,000 graduates each year. The Kharkiv IT Cluster was formed to develop Kharkiv's IT ecosystem and make it the top IT location in Ukraine by providing access to skilled professionals, universities, and government support for IT companies.
Dmitry ovcharenko it in ukraine the opportunity london 2MiniBar
Alcor BP is one of the top outstaffing companies in Kyiv Ukraine. They find you an office space, hire a top team of developers and manage the whole process.
Oksana Petrovna
tel.: +38-0532-50-08-64
mob. tel.: +38-066-816-52-09
e-mail: oksana.petrova@gmail.com
skype: oksana.petrova
We are waiting for your proposals!
An astounding number of tech innovations around the globe are fueled by talent from Ukraine. You might not realize it, but you have benefited from them if you’ve used Ford’s in-car infotainment system, Reuters' award-winning photography app, Nokia’s customer retail experience, or Deutsche Bank’s Risk Management System.
People are starting to take notice. Last month George Soros announced that he made a significant investment in a tech firm in Ukraine. He has a solid record of making big bets ahead of the curve. Razom/IT invites you to explore that part of Ukraine.
We are creating great conditions for practical IT education in Ukraine, an effective model of win-win collaboration between teachers, students and business, and the introduction of an innovative model of educational development
Krakow, Poland: A Technology Hub for Central and Eastern EuropeJP Allen
A short presentation highlighting the reasons why Krakow, Poland has emerged as the leading technology destination in Central and Eastern Europe. By J.P. Allen (University of San Francisco) and Ramon Tancinco (Cisco Systems Poland).
The Ukrainian IT industry has an annual turnover of $5 billion and is the third largest export industry in Ukraine, with IT companies responsible for 43% of real estate transactions. Kharkiv is a major hub of the IT industry, with over 200 IT companies employing 22,000 people and 5 universities graduating 2,000 IT students per year. Benefits of participating in the Kharkiv IT cluster include access to skilled professionals, support from officials, and reduced costs for IT projects.
"CEE IT Outsourcing Review 2010" Webinar - Ukraine an emerging IT outsourcing...HI-TECH_Org_Ua
Ukraine is an emerging outsourcing destination for IT services, with Lviv being a major center. It has a large, educated, and low-cost workforce, with over 900 IT companies and 18,000 specialists. Lviv in particular has 50+ IT companies and is attractive due to its educational institutions, time zone advantages, and cultural similarities to Western Europe. ELEKS Software is a leading Ukrainian IT company with 470 professionals providing services to US and European clients across industries.
IT - 7 years ago this sphere was absolutely far away for Uzbekistan. In a short period of time, the network was built from scratch. In 2019, the Technological Park of Software Products and Information Technologies (IT -Park) was created.
In our country, comprehensive programs for the digitalization of economic sectors and the formation of a digital government have been adopted and are being effectively implemented.
As a result, in a short period of time, IT has become one of the leading sectors of New Uzbekistan. Our country has become an attractive place for foreign countries. The network grew exponentially.
In 2019, the number of residents of the IT park was 147, and by the current year it has reached to 1,400 residents.
Ukrainian-Lithuanian cooperation in the field of information and communication technologies (ICT) was discussed. Ukraine is reforming its ICT education structure to better align with industry needs and international standards. The new structure includes areas like software engineering, computer science, and cybersecurity. There is currently a mismatch between the output of ICT education and the needs of Ukraine's growing ICT industry. Representatives from Ukraine and Lithuania aim to strengthen their partnership in ICT education and encourage student and faculty exchanges.
eduVision2020, Bucharest, 2011 Palace of the Parliament by Marin VladaMarin Vlada
The document discusses the use of technology in education and virtual learning. It summarizes projects and conferences related to e-learning and educational software from 2001 to 2020. Key points include:
- The CNIV and ICVL projects promote using new technologies in education and research through conferences on virtual learning.
- Past projects include the National Conference on Virtual Learning, Intel Teach program, and eLearning portals.
- Future directions discussed include digitizing textbooks with tablets, innovative teaching models, and technologies like augmented reality.
- Themes of upcoming ICVL and CNIV conferences in 2011 will explore innovations in education for a knowledge-based society.
The document provides an overview of the Ukrainian IT outsourcing industry and reasons for outsourcing to Ukraine. Ukraine has a large, well-educated IT talent pool and lower costs compared to Western countries. The Ukrainian outsourcing industry has grown rapidly since the early 2000s and now includes hundreds of companies providing services to clients worldwide. Key outsourcing hubs in Ukraine offer attractive conditions for software development while maintaining cultural and geographic proximity to European markets.
Outsourcing To CEE. Country Overview. Ukraine Webinar 13.01.10guest4ffcf5f
The document provides an overview of the Ukrainian IT outsourcing industry and reasons for outsourcing to Ukraine. Ukraine has a large, well-educated IT talent pool and lower costs compared to Western countries. The Ukrainian outsourcing industry has grown rapidly since the early 2000s and now includes hundreds of companies producing software development and IT services. Major clients of Ukrainian outsourcers include Microsoft, Motorola, Deutsche Bank, and others.
Outsourcing to Ukraine. Country Overview. Webinar 13.01.10.Victor_Maznyuk
Ukrainian Hi-Tech Initiative made the general overview of the Ukrainian IT outsourcing services industry, including the history of IT industry development in Ukraine and some trends of the development of IT outsourcing market for 2010.
The document summarizes plans for an industrial park in Dnipro, Ukraine. The industrial park will redevelop 240 hectares of underused industrial land into a mixed-use innovation hub. The first stage will include an innovation and business park with incubators and accelerators. Subsequent stages will add academic partnerships and additional business and industrial parks. The industrial park aims to attract investment, create jobs, and drive economic growth in Dnipro and southeast Ukraine.
The strategy of creating an industrial park in the Dnipro takes into account that the future park is an average city-type complex, so it focuses on the development and implementation of advanced developments in the field of information and communication, biological technologies, instrumentation, electronics, energy conservation and the use of alternative energy sources.
Важные причины инвестировать в Украину именно сегодня от Horizon CapitalKira Ivanova
Важные причины инвестировать в Украину именно сегодня от Horizon Capital
Инвестиционный фонд Horizon Capital сделал презентацию, которая показывает возможности Украины и призывает инвестировать в Украину прямо сейчас.
В Horizon Capital объясняют, какие перспективы есть у Украины, откуда они берутся, что нужно сделать в стране и какое будущее ее ожидает. В презентации кратко описаны также возможности и риски для инвестора, который отважится вложить деньги в Украину. В Horizon это называют "ground-floor investment opportunity".
Кризис – это не только проблемы, но и новые возможности!
Спасибо Horizon Capital за материалы.
Важливі причини інвестувати в Україну саме сьогодні від Horizon Capital
Інвестиційний фонд Horizon Capital зробив презентацію, яка показує можливості України та закликає інвестувати в Україну прямо зараз.
У Horizon Capital пояснюють, які перспективи має Україна, звідки вони беруться, що потрібно зробити в країні та яке майбутнє її чекає. У презентації коротко описані також можливості та ризики для інвестора, який наважиться вкласти гроші в Україну. В Horizon це називають "ground-floor investment opportunity".
Криза - це не тільки проблеми, але й нові можливості!
Дякуємо за матеріали Horizon Capital.
Ukraine 2015: A ground-floor opportunity at the EU’s frontier – Horizon Capital
Horizon Capital has developed and shared a comprehensive, data-rich report entitled “Ukraine 2015: A ground-floor opportunity at the EU’s frontier”.
The youngest, most pro-business government in the history of modern Ukraine is driving a bold structural reform agenda that is both the right thing to do for the country as well as the clear demand of an active, engaged civil society. From a business perspective, the lasting competitive advantages in export-focused sectors, such as IT, Agriculture, Food and others, open up exciting investment opportunities, made even more compelling by very attractive valuations.
Thais is a brief version of the Horizon Capital presentation.
http://horizoncapital.com.ua/sites/default/files/horizon_capital_press_release_july_24_2015_english.pdf
Similar to Artificial Intelligence in Ukraine v 2.0 (2021) (20)
This document describes a 3D mapping cloud service with multiple levels of mapping capabilities. Level 0 provides local real-time tracking. Level 1 enables local mapping and localization for 24 hours. Level 2 performs global map crowdsourcing and 5G localization by collecting and integrating camera, gyro, accelerometer, 3D point cloud, wheel and GPS data from devices.
DeepFakes are not only technologies for entertainment, fraud and fakes, but also for individual protection (anonymization) from analysis (using Artificial Intelligence) and control of private life by states and corporations.
Augmented reality technology has been in development since 1968, starting with head-mounted 3D displays, and has included notable prototypes such as Chameleon in 1993, NaviCam in 1995, and the Touring Machine in 1997, with continued innovation and prototypes in video see-through displays, contact lenses, and Google's Project Glass released in 2012.
The document lists over 100 potential use cases for augmented reality applications across various industries including education, games, retail, tourism, healthcare, and more. It provides examples such as interactive guides, product prototypes, virtual tours, and more. It also lists contact information for the developer AR23D Studio and their website for more information.
KYC Compliance: A Cornerstone of Global Crypto Regulatory FrameworksAny kyc Account
This presentation explores the pivotal role of KYC compliance in shaping and enforcing global regulations within the dynamic landscape of cryptocurrencies. Dive into the intricate connection between KYC practices and the evolving legal frameworks governing the crypto industry.
Poonawalla Fincorp’s Strategy to Achieve Industry-Leading NPA Metricsshruti1menon2
Poonawalla Fincorp Limited, under the leadership of Managing Director Abhay Bhutada, has achieved industry-leading Gross Non-Performing Assets (GNPA) below 1% and Net Non-Performing Assets (NNPA) below 0.5% as of May 31, 2024. This success is attributed to a strategic vision focusing on prudent credit policies, robust risk management, and digital transformation. Bhutada's leadership has driven the company to exceed its targets ahead of schedule, emphasizing rigorous credit assessment, advanced risk management, and enhanced collection efficiency. By prioritizing customer-centric solutions, leveraging digital innovation, and maintaining strong financial performance, Poonawalla Fincorp sets new benchmarks in the industry. With a continued focus on asset quality, digital enhancement, and exploring growth opportunities, the company is well-positioned for sustained success in the future.
13 Jun 24 ILC Retirement Income Summit - slides.pptxILC- UK
ILC's Retirement Income Summit was hosted by M&G and supported by Canada Life. The event brought together key policymakers, influencers and experts to help identify policy priorities for the next Government and ensure more of us have access to a decent income in retirement.
Contributors included:
Jo Blanden, Professor in Economics, University of Surrey
Clive Bolton, CEO, Life Insurance M&G Plc
Jim Boyd, CEO, Equity Release Council
Molly Broome, Economist, Resolution Foundation
Nida Broughton, Co-Director of Economic Policy, Behavioural Insights Team
Jonathan Cribb, Associate Director and Head of Retirement, Savings, and Ageing, Institute for Fiscal Studies
Joanna Elson CBE, Chief Executive Officer, Independent Age
Tom Evans, Managing Director of Retirement, Canada Life
Steve Groves, Chair, Key Retirement Group
Tish Hanifan, Founder and Joint Chair of the Society of Later life Advisers
Sue Lewis, ILC Trustee
Siobhan Lough, Senior Consultant, Hymans Robertson
Mick McAteer, Co-Director, The Financial Inclusion Centre
Stuart McDonald MBE, Head of Longevity and Democratic Insights, LCP
Anusha Mittal, Managing Director, Individual Life and Pensions, M&G Life
Shelley Morris, Senior Project Manager, Living Pension, Living Wage Foundation
Sarah O'Grady, Journalist
Will Sherlock, Head of External Relations, M&G Plc
Daniela Silcock, Head of Policy Research, Pensions Policy Institute
David Sinclair, Chief Executive, ILC
Jordi Skilbeck, Senior Policy Advisor, Pensions and Lifetime Savings Association
Rt Hon Sir Stephen Timms, former Chair, Work & Pensions Committee
Nigel Waterson, ILC Trustee
Jackie Wells, Strategy and Policy Consultant, ILC Strategic Advisory Board
How to Invest in Cryptocurrency for Beginners: A Complete GuideDaniel
Cryptocurrency is digital money that operates independently of a central authority, utilizing cryptography for security. Unlike traditional currencies issued by governments (fiat currencies), cryptocurrencies are decentralized and typically operate on a technology called blockchain. Each cryptocurrency transaction is recorded on a public ledger, ensuring transparency and security.
Cryptocurrencies can be used for various purposes, including online purchases, investment opportunities, and as a means of transferring value globally without the need for intermediaries like banks.
An accounting information system (AIS) refers to tools and systems designed for the collection and display of accounting information so accountants and executives can make informed decisions.
“Amidst Tempered Optimism” Main economic trends in May 2024 based on the results of the New Monthly Enterprises Survey, #NRES
On 12 June 2024 the Institute for Economic Research and Policy Consulting (IER) held an online event “Economic Trends from a Business Perspective (May 2024)”.
During the event, the results of the 25-th monthly survey of business executives “Ukrainian Business during the war”, which was conducted in May 2024, were presented.
The field stage of the 25-th wave lasted from May 20 to May 31, 2024. In May, 532 companies were surveyed.
The enterprise managers compared the work results in May 2024 with April, assessed the indicators at the time of the survey (May 2024), and gave forecasts for the next two, three, or six months, depending on the question. In certain issues (where indicated), the work results were compared with the pre-war period (before February 24, 2022).
✅ More survey results in the presentation.
✅ Video presentation: https://youtu.be/4ZvsSKd1MzE
Discovering Delhi - India's Cultural Capital.pptxcosmo-soil
Delhi, the heartbeat of India, offers a rich blend of history, culture, and modernity. From iconic landmarks like the Red Fort to bustling commercial hubs and vibrant culinary scenes, Delhi's real estate landscape is dynamic and diverse. Discover the essence of India's capital, where tradition meets innovation.
Dr. Alyce Su Cover Story - China's Investment Leadermsthrill
In World Expo 2010 Shanghai – the most visited Expo in the World History
https://www.britannica.com/event/Expo-Shanghai-2010
China’s official organizer of the Expo, CCPIT (China Council for the Promotion of International Trade https://en.ccpit.org/) has chosen Dr. Alyce Su as the Cover Person with Cover Story, in the Expo’s official magazine distributed throughout the Expo, showcasing China’s New Generation of Leaders to the World.
Calculation of compliance cost: Veterinary and sanitary control of aquatic bi...Alexander Belyaev
Calculation of compliance cost in the fishing industry of Russia after extended SCM model (Veterinary and sanitary control of aquatic biological resources (ABR) - Preparation of documents, passing expertise)
Navigating Your Financial Future: Comprehensive Planning with Mike Baumannmikebaumannfinancial
Learn how financial planner Mike Baumann helps individuals and families articulate their financial aspirations and develop tailored plans. This presentation delves into budgeting, investment strategies, retirement planning, tax optimization, and the importance of ongoing plan adjustments.
2. in the number of companies
developing AI in Eastern Europe
Oxford Government
AI Readiness Index 2020
#1
Ukraine is
3. AI R&D centers
of leading Tech companies in Ukraine / 2021
- 1000+ employees in Kyiv
- Smart home security systems
- Opened in 2016
- 200+ employees in Kyiv
- AR masks and related technologies
- Opened in 2016
- 450+ employees in Kyiv
- Enterprise intelligence
- Opened in 2017
- 600+ employees in Kyiv
- Adaptive, context-aware intelligent
services for Samsung products
- Opened in 2009
- R&D centers in Kyiv and
Odesa
- Rakuten Intelligence
- Opened in Kyiv in 2020
- Cloud computing and
virtualization technologies
- Opened in Kyiv in 2021
- Focus on navigation
4. World famous Ukrainian AI startups / 2021
- Founded in 2009
- AI communication assistant (online
grammar-checkin service)
San Francisco (HQ), New York, Kyiv
$ Raised $200 million
- Founded in 2013
- AI communication assistant (online
Mobile app that does facial
modification of photos in real time
$ Acquired by Snapchat in 2015
for $150 million
- Founded in 2016
- Revenue Intelligence System
San Francisco (HQ), Kyiv
$ Raised $100 million
- Founded in 2006
- Mobile facial recognition
startup
$ Acquired by Google in 2012
for $40 million
- Founded in 2018
- Mobile startup developing
Computer Vision & AR products
with focus on image and video
recognition
$ Acquired by Snapchat in 2019
for $166 million
- Founded in 2006
- Mobile facial recognition startup
$ Acquired by Google in 2012
for $40 million
5. AI companies in/from Ukraine
COMPUTER VISION
NLP
BIG DATA OUTSOURCE
MACHINE LEARNING
6. STEM Education in Ukraine
~ 30 050
bachelor
State-sponsored
graduates
in STEM (in 2021):
Sources: Report on IT Education, Cabinet of Ministers of Ukraine, 2021
~ 14 000
master
~ 25 300
IT graduates
in 2020
National Technical University “igor Sikorsky
Kyiv Polytechnic Institute”
National Aviation University
Taras Shevchenko Kyiv National University
State University of Telecommunications
National University of ”Kyiv-Mohyla Academy”
National Technical University “Kharkiv
Polytechnic Institute”
Kharkiv National University of Radio Electronics
Zhukovsky National Aerospace University
“Kharkiv Aviation institute”
Dnipro University of Technology
Oles Honchar Dnipro National University
Lviv Polytechnic National University
Ivan Franko National University of Lviv
Ukrainian Catholic University
Odesa National Polytechnic University
Odesa Mechnikov National University
Vinnytsia National Technical University
I.Puluj Ternopil National Technical University
Zaporizhzhya National Technical University
Petro Mohyla Black Sea National University
KYIV
KHARKIV
DNIPRO
LVIV
ODESA
VINNYTSIA
TERNOPIL
ZAPORIZHZHYA
MYKOLAYIV
7. Artificial Intelligence Labs
2
3
1
4
5
1
2
3
4
5
Ukrainian Catholic University
Igor Sikorskyi Kyiv Polytechnic Institute
Ivan Franko Lviv National University
Kharkiv National University of Radioelectronics
(in progress)
Zaporizhzhya National Technical University
(in progress)
6
6
Odesa Mechnikov National University
(in progress)
State-of-the-art learning, research and innovation spaces
8. LinkedIn Stats
9100 profiles
search “big data engineer /
researcher Ukraine”
Including 4500 with engineer /
researcher title
8200 profiles
search “machine learning
Ukraine”
Including 4600 with engineer /
researcher title
3600 profiles
search “computer vision
Ukraine”
Including 1900 with engineer /
researcher title
1600 profiles
search “NLP engineer /
researcher Ukraine”
9. Top AI Conferences in Ukraine
30+ 4 70+ 30+ 21
800+ 400+ 3000+ 500+ 400
2014 2015 2016 2018 2016
Online Online Online Online Lviv
30 Oct 2021 23-30 Jul 2020 20 Nov 2020
23 Oct
2021
21 Aug 2020
SPEAKERS
PARTICIPANTS
ANNUALLY SINCE
LOCATION
10. Ukraine’s Governance in AI
Member of the Council of Europe's Ad hoc Committee on Artificial Intelligence
Expert Committee on the Development of the Artificial Intelligence under the
Ministry of Digital Transformation of Ukraine established in 2019
Concept of Artificial Intelligence Development adopted in 2020
Action Plan for the Implementation of the Concept on AI adopted in 2021
Signed up to OECD Principles on Artificial Intelligence in 2019
National Research Foundation (2022 budget of 584 mln UAH) funds projects in AI
AI is a priority for the Ukrainian Startup Fund – 20+ projects in AI funded annually
11. What’s next?
Become a Top 20 country
in Oxford Government AI Readiness Index
► More AI labs
► More engineers
► Better educational programs
► Comprehensive governance
► Non-restrictive regulation
► Well-funded research
12. Contacts
Expert Committee on the Development of
Artificial Intelligence of Ukraine
www.ai.org.ua
Uliana Poltavets
Coordinator
uliana@ai.org.ua
Vitaliy Goncharuk
Head
vit@ai.org.ua
hello@thedigital.gov.ua
24 Dilova str., Kyiv, Ukraine