Stanhope AI
Brain-inspired AI (Active Inference / Free Energy Principle) for on-device learning in autonomous systems.
Stanhope AI, a 2023 spin-out from UCL and King's College London, builds a 'Real World AI Model' based on the neuroscience Free Energy Principle / Active Inference framework, enabling machines to learn and adapt on-device in physical, uncertain environments (autonomous drones, robotics) rather than relying on cloud-based LLM-style processing. Co-founded by CEO Prof. Rosalyn Moran (computational neuroscientist, King's College London) and Prof. Karl Friston (originator of the Free Energy Principle, UCL), the London company raised a £2.3M seed round in March 2024 led by UCL Technology Fund with Creator Fund, MMC Ventures, Moonfire Ventures, and Rockmount Capital participating, followed by an $8M seed round in February 2026 led by Frontline Ventures with Paladin Capital Group, Auxxo Female Catalyst Fund, and returning investors UCL Technology Fund and MMC Ventures. The underlying active-inference research (pre-dating the 2023 spin-out) won a Royal Navy/UK MOD contract to validate the technology in simulated autonomy settings.
Overview
- Headquarters
- London, UK
- Founded
- 2023
- Employees
- ~10 (aggregator estimate, Tracxn/Dealroom)
- Total funding
- £2.3M seed (Mar 2024) + $8M seed (Feb 2026)
- Stage
- Seed
- Status
- active
- Domains
- Brain-inspired AI, Active inference, Autonomous systems AI
- Website
- www.stanhopeai.com
Founders2
- FounderRosalyn MoranCEO and co-founder of Stanhope AI. Electrical & Electronic Engineer by training; PhD in Engineering, University College Dublin; postdoctoral neuroscience training at UCL under Karl Friston. Professor of Computational Neuroscience and Deputy Director of the King's Institute for Artificial Intelligence, King's College London. Editor of NeuroImage and NeuroImage: Clinical.
- FounderKarl FristonCo-founder of Stanhope AI. Professor and Director at the UCL Queen Square Institute of Neurology; originator of the Free Energy Principle underlying the company's Active Inference approach to AI.
Investors8
- FundUCL Technology FundVenture fund investing in University College London spin-outs; lead/participating investor across Phasecraft's pre-seed, seed, and Series A rounds.
- FundCreator FundVenture capital firm backing student and early-career founders in the UK.
- FundMMC VenturesUK venture capital firm; participated in Stanhope AI's £2.3M seed (March 2024) and returned in its $8M seed (February 2026).
- FundMoonfire VenturesVenture capital firm; participated in Stanhope AI's £2.3M seed round (March 2024).
- FundRockmount CapitalVenture capital firm; participated in Stanhope AI's £2.3M seed round (March 2024).
- FundFrontline VenturesVenture capital firm; led Stanhope AI's $8M seed round (February 2026).
- FundPaladin Capital GroupGlobal cyber and advanced technology investor with national security focus.
- FundAuxxo Female Catalyst FundVenture capital fund backing female-founded startups; participated in Stanhope AI's $8M seed round (February 2026).
Cap table0
Approximate ownership by holder. Indexed holders link to their records.
Raised per round
Percentages marked ~ are not disclosed. Some are a generic VC-pattern model (founders/team weighted heaviest, option pool lightest, other holders evenly) sized to whatever's left undisclosed — a standard industry shape, not this company's actual cap table.
| Holder | Instrument | Ownership |
|---|---|---|
| Preferred (Seed Ext.) | ~20.0% | |
| Preferred (Seed Ext.) | ~20.0% | |
| Preferred (Seed Ext.) | ~20.0% | |
| Preferred (Seed Ext.) | ~20.0% | |
| Preferred (Seed Ext., Lead) | ~20.0% |
Programs0
No linked records yet.
Frequently asked
- What does Stanhope AI do?
- Stanhope AI, a 2023 spin-out from UCL and King's College London, builds a 'Real World AI Model' based on the neuroscience Free Energy Principle / Active Inference framework, enabling machines to learn and adapt on-device in physical, uncertain environments (autonomous drones, robotics) rather than relying on cloud-based LLM-style processing. Co-founded by CEO Prof. Rosalyn Moran (computational neuroscientist, King's College London) and Prof. Karl Friston (originator of the Free Energy Principle, UCL), the London company raised a £2.3M seed round in March 2024 led by UCL Technology Fund with Creator Fund, MMC Ventures, Moonfire Ventures, and Rockmount Capital participating, followed by an $8M seed round in February 2026 led by Frontline Ventures with Paladin Capital Group, Auxxo Female Catalyst Fund, and returning investors UCL Technology Fund and MMC Ventures. The underlying active-inference research (pre-dating the 2023 spin-out) won a Royal Navy/UK MOD contract to validate the technology in simulated autonomy settings.
- Where is Stanhope AI headquartered?
- Stanhope AI is headquartered in London, UK and was founded in 2023.
- How much funding has Stanhope AI raised?
- Stanhope AI has raised £2.3M seed (Mar 2024) + $8M seed (Feb 2026) in disclosed funding.
- What does Stanhope AI specialize in?
- Stanhope AI works across Brain-inspired AI, Active inference, Autonomous systems AI.
- Does Stanhope AI hold government contracts?
- Defense Tech Atlas links Stanhope AI to 1 government contract.
Sources & citations5
Each claim links to its underlying source. Confidence reflects how directly the source supports the claim.
- 1
Raised £2.3M seed led by UCL Technology Fund for AI that teaches machines to make human-like decisions
AI News: Stanhope raises £2.3M for AI that teaches machines to make human-like decisionsVerified2024-03-25 - 2
Raised $8M seed led by Frontline Ventures with Paladin Capital Group as 'Real World AI Model' gains momentum beyond LLMs
Silicon Republic: Stanhope AI, co-founded by Irish woman, raises $8m funding investmentVerified2026-02-12 - 3
Stanhope AI secures $8m to accelerate next-generation brain-inspired intelligence, led by Frontline Ventures with Paladin Capital Group, Auxxo Female Catalyst Fund, and returning UCL Technology Fund and MMC Ventures
UCL Business (UCLB): Stanhope AI Secures $8M to Accelerate Next-Generation Brain-Inspired IntelligenceVerified2026-02-12 - 4
- 5
Stanhope AI's underlying active-inference research won a Royal Navy contract to prove the technology worked in simulated settings, ahead of its 2024 seed round funding real-world validation
Sifted: A Robot's Brain That Won't HallucinateReported2024-03-25