Request for Founders

Sovereign AI is backing founders building at the frontier.

Backing founders across a set of critical areas that will define how AI is developed, deployed, and governed.

Compute & Infrastructure

Build the Substrate
01

Every AI breakthrough is downstream of compute.
Photonics. Neuromorphic systems. Specialised silicon. Analog accelerators. Reconfigurable hardware.

We're looking for companies pushing the frontier of what compute can do, and companies building the orchestration layer that makes it more effective and efficient at scale.

The UK has genuine depth in chip design, systems research and infrastructure software. And we have committed to rapidly expand the availability of sovereign compute here in the UK.

We want startups that
Design novel hardware architectures
Develop inference optimisation and scheduling software that unlocks new efficiency at scale
Build orchestration that meets the compliance demands of regulated industries
Unlock workloads that are currently cost-prohibitive or out of reach

Compute is no longer just a commercial problem. It is strategic infrastructure. If you're building the layer AI runs on - get in touch.

“Every AI breakthrough is downstream of compute. We want to back founders who are making compute more effective, efficient and available for the rest of the world’s AI products, a strategic focus which isn’t just about returns but also securing the UK’s own access to this essential resource.”
James Wise
Chair, Sovereign AI

New Foundation Models & AI Research

Reinvent the Model
02

Shifts in how AI works open doors to new possibilities.
Novel architectures. New training paradigms. Compute-efficient approaches that don't require hyperscaler budgets. Foundational research turned into real products.

The UK has the talent, the research base and the ambition to lead at this level. A world-leading concentration of ML researchers, a growing community of founders from frontier labs, and now the capital and institutional backing to match. The conditions to build the next generation of AI are here.

Sovereign AI exists to back the founders pursuing the most ambitious ideas - the ones that could reshape what is computationally possible.

We want startups that
Pursue genuinely novel architectures - not iteration on what exists, but the next thing
Develop new training paradigms that change what is computationally possible
Translate foundational research into commercial products without losing scientific rigour
Build compute-efficient approaches that open up the frontier to teams of any size
“The UK has world-class AI research talent and now the capital and conviction to back the most ambitious ideas. We are here to support the founders bold enough to pursue them.”
Josephine Kant
Head of Ventures, Sovereign AI

Health & Life Sciences

Medicine, Rewritten
03

Drug discovery can be slow.

AI is changing this, not incrementally, but structurally. Models can now generate candidate molecules, simulate protein interactions and optimise trial design before a single physical experiment begins. Biology is becoming a computational discipline.

World-class life sciences research. Dense clinical infrastructure. Serious AI talent. The largest integrated single-payer health system on earth.

No other country offers this combination. Population-scale data. Integrated clinical trial networks. An established regulatory pathway. A globally significant pharma cluster. That is a structural advantage that cannot be replicated on any reasonable timescale.

We want startups that
Use AI to design novel therapeutics - not just screen existing compound libraries
Combine multi-omics, real-world clinical data and generative models to compress the discovery cycle
Build diagnostic systems with genuine clinical validation
Integrate directly into NHS workflows - embedded, not layered on top
Understand regulatory pathways as fluently as they understand model architecture
“The UK is one of the richest real-world healthcare environments anywhere in the world. If we can build AI that works here clinically, operationally and at scale, it can work anywhere.”
Jade Leung
Prime Minister's AI Advisor

Scientific Discovery

Accelerate Science
04

AI has the potential to compress years of experimental iteration into weeks of computation. Proteins engineered. Simulations that were cost-prohibitive are now routine. The practice of science is changing faster than the institutions that fund it.

Materials design. Protein engineering. De novo synthesis. Physics simulation. Lab-in-the-loop automation. Scientific data platforms with durable, defensible moats.

The companies that build the tools used in scientific workflows gain lasting influence over how discoveries are made and commercialised - globally, for decades. The IP generated by AI-driven materials and molecular engineering has direct economic and strategic value at national scale.

The UK's research institutions are a structural advantage no competitor can replicate with capital alone. The densest cluster of scientific capability outside the United States and China. World-leading universities. National labs. The talent and validation environments are right here.

We want startups that
Apply AI to materials design, molecular engineering or synthesis in ways that generate defensible IP
Build simulation tools that make previously cost-prohibitive scientific workloads accessible
Create lab-in-the-loop platforms that close the gap between computation and physical experiment
Develop scientific data infrastructure that compounds in value over time
Work alongside publicly funded research institutions to validate and commercialise discoveries

The next great scientific breakthroughs will have AI at their core. The question is who builds the tools that make them possible.

“Nothing reflects the UK’s capacity for innovation and creativity more strongly than our centuries-long history of transformative scientific discovery. The laws of motion, natural selection, vaccination, antibiotics, the structure of DNA – we have made discoveries that changed the world, making us healthier, safer, happier, and more prosperous.”
Will Bushby
Investor, Sovereign AI

Trust, Safety & Assurance

Define the Standard
05

Every AI system deployed at scale will need to be tested, monitored and proved. That is not optional. It is the condition of deployment.

As AI moves into healthcare, finance, legal and defence, the question of trust becomes the question everything else depends on. The companies that define how AI is evaluated and governed will set the terms on how it is used globally.

The UK does not need to build every model. It needs to define the conditions under which models are trusted. That is a different kind of leverage and potentially a more durable one.

The UK's position is real, and it is early. The world's first government-backed AI Security Institute. The Bletchley Summit. A globally leading safety research base. Large, regulated sectors that create demanding first customers.

We want startups that
Build evaluation, red-teaming and remediation tools that go beyond existing benchmarks
Develop monitoring and audit infrastructure for agents operating at scale in regulated environments
Create governance and compliance tooling that keeps pace with deployment speed
Build privacy-preserving infrastructure that makes sensitive-sector AI viable
Productise theoretical research in verification or interpretability.
“Building AI capabilities is only half the battle. For Britain and the world to benefit from these models we must be able to use them securely and predictably. The UK’s strong history in intelligence, cyber security and AI safety makes it a great place to start and scale much needed security solutions.”
James Wise
Chair, Sovereign AI
Contact

Ready to build the future?

Get in Touch