McKinsey published a report called "How corporate–scale-up partnering can boost Europe's tech competitiveness." It makes a point I've been living for the past few years: Europe invents well but it struggles to convert those inventions into globally competitive, scaled companies.
The region has 35,000 early-stage companies. It attracted more than $425 billion in venture funding between 2015 and 2025. It is building a deep tech wave across AI, energy, defense, and biotech. What's missing is systematic collaboration that turns promising technology into globally competitive, Europe-anchored businesses.
Only around 20 percent of European corporates actively collaborate with scale-ups, according to McKinsey. In the US, the figure is roughly 50 percent. Fewer than 5 percent of scale-up pilots that get formally evaluated by corporates ever reach market. Scale-ups with real corporate partnerships raise roughly five times as much funding as peers without them. Corporates that run these partnerships outperform the broader market.
We knew that, and that's the reason we at Unique AI invested a lot of effort into building close collaborations and partnerships with blue-chip financial firms across the globe. Just the past couple of years gave us three major proof points.
With BNP Paribas Wealth Management, we co-developed a Genix together. Genix is a generative AI system we built jointly to accelerate investment content creation. It preserves the compliance rigor and human judgment their wealth clients expect. Mariam Rassai, BNP Paribas Wealth Management's Chief Digital and Data Officer, said the partnership combines "the speed and scalability of Unique AI with BNP Paribas Wealth Management's deep financial expertise" to set the stage for more personalized, proactive client service.
McKinsey describes this as the joint R&D model. Corporates and scale-ups build together instead of one just buying from the other.
With Standard Chartered, we became what McKinsey calls a cornerstone customer. Their Global Investment Committee reviews 90 asset classes and investment ideas every month. Our platform now consumes and summarizes that research for the committee. It cuts decision-making time by 50 to 60 percent, and in some cases by up to 70 percent. Standard Chartered is extending the partnership into knowledge retrieval, research, and managed investment use cases. The partnership was designed to scale from the start.
With Pictet, the relationship spans both collaboration and capital. We co-developed One.Chat, Pictet's internal GPT-powered platform, and took it from concept to a live rollout across more than 5,000 employees in five months. Pictet is also an investor in Unique. It backed our Series A. McKinsey flags this combination, a strategic customer that is also a financial backer, as one of the more durable structures for scale. It aligns incentives beyond a single contract.
None of these partnerships started as small pilots. Instead, each one started with clear ownership, a real use case, and executive sponsorship on both sides. McKinsey identifies that discipline as the difference between partnerships that stall and partnerships that scale.
McKinsey estimates €500 billion to €1 trillion in annual value is at stake for Europe by 2030 if corporates and scale-ups get this right. This is already working. BNP Paribas, Standard Chartered, and Pictet are proof.
Read the full McKinsey report here: https://www.mckinsey.com/industries/technology-media-and-telecommunications/our-insights/how-corporate-scale-up-partnering-can-boost-europes-tech-competitiveness
Why Europe's Tech Competitiveness Runs Through Corporate Scale-Up Partnerships
McKinsey published a report called "How corporate–scale-up partnering can boost Europe's tech competitiveness." It makes a point I've been living for the past few years: Europe invents well but it struggles to convert those inventions into globally competitive, scaled companies.
The region has 35,000 early-stage companies. It attracted more than $425 billion in venture funding between 2015 and 2025. It is building a deep tech wave across AI, energy, defense, and biotech. What's missing is systematic collaboration that turns promising technology into globally competitive, Europe-anchored businesses.
Only around 20 percent of European corporates actively collaborate with scale-ups, according to McKinsey. In the US, the figure is roughly 50 percent. Fewer than 5 percent of scale-up pilots that get formally evaluated by corporates ever reach market. Scale-ups with real corporate partnerships raise roughly five times as much funding as peers without them. Corporates that run these partnerships outperform the broader market.
We knew that, and that's the reason we at Unique AI invested a lot of effort into building close collaborations and partnerships with blue-chip financial firms across the globe. Just the past couple of years gave us three major proof points.
With BNP Paribas Wealth Management, we co-developed a Genix together. Genix is a generative AI system we built jointly to accelerate investment content creation. It preserves the compliance rigor and human judgment their wealth clients expect. Mariam Rassai, BNP Paribas Wealth Management's Chief Digital and Data Officer, said the partnership combines "the speed and scalability of Unique AI with BNP Paribas Wealth Management's deep financial expertise" to set the stage for more personalized, proactive client service.
McKinsey describes this as the joint R&D model. Corporates and scale-ups build together instead of one just buying from the other.
With Standard Chartered, we became what McKinsey calls a cornerstone customer. Their Global Investment Committee reviews 90 asset classes and investment ideas every month. Our platform now consumes and summarizes that research for the committee. It cuts decision-making time by 50 to 60 percent, and in some cases by up to 70 percent. Standard Chartered is extending the partnership into knowledge retrieval, research, and managed investment use cases. The partnership was designed to scale from the start.
With Pictet, the relationship spans both collaboration and capital. We co-developed One.Chat, Pictet's internal GPT-powered platform, and took it from concept to a live rollout across more than 5,000 employees in five months. Pictet is also an investor in Unique. It backed our Series A. McKinsey flags this combination, a strategic customer that is also a financial backer, as one of the more durable structures for scale. It aligns incentives beyond a single contract.
None of these partnerships started as small pilots. Instead, each one started with clear ownership, a real use case, and executive sponsorship on both sides. McKinsey identifies that discipline as the difference between partnerships that stall and partnerships that scale.
McKinsey estimates €500 billion to €1 trillion in annual value is at stake for Europe by 2030 if corporates and scale-ups get this right. This is already working. BNP Paribas, Standard Chartered, and Pictet are proof.
Read the full McKinsey report here: https://www.mckinsey.com/industries/technology-media-and-telecommunications/our-insights/how-corporate-scale-up-partnering-can-boost-europes-tech-competitiveness