The science of AI systems
that act with autonomy

AboutActonomy is a UK sovereign AI-native research and product business focused on understanding and shaping the behaviours of agentic systems.

Society is at a turning point. Software is beginning to participate directly in decisions and actions once shaped solely by human judgement. 

Backed by Kainos Group plc, Actonomy operates where industry understanding is early, exploring the emerging behaviours, coordination patterns, and system‑level dynamics that define how agentic systems operate.

Partner-of-the-Year-4

ProductsPrebuilt,
lightweight,
atomic agents.

Production‑grade, narrowly scoped, deliberately
constrained and built to perform a single task reliably
in real operational environments.

HR
Onboarding Agentblack
HR
Onboarding AgentEmployee onboarding assistant for new hires and HR teams.Get agent
HR
HR Policy Agentblack
HR
HR Policy AgentPolicy assistant for HR teams and organisations.Get agent
ComplianceLegal
AI Regulation Agentblack
ComplianceLegal
AI Regulation AgentAI regulation monitoring assistant for legal, compliance, and product teams.Get agent

Core IPA decade of applied AI, distilled into Actonomy Core, a modular engine for production-ready AI apps & agents.

ServicesBuild models that matter.

Unlock access to the UK's top AI engineering talents, to solve your most complex challenges.

  • Microsoft AI Partner of the Year (2021, 2023)
  • 200+ Microsoft AI Certifications
  • Top 5 supplier of AI Services to UK public sector
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ResearchAdvancing
the frontier

Our research advances the science of agentic AI by studying new behaviours as they appear in practice, helping to shape safer, more predictable systems that benefit everyone. 

Contribute to Research
Research Theme #1
Uncharted Behaviours

Investigating novel behaviours that arise when AI reasons, plans, or acts beyond well‑established patterns.

Research Theme #2
Tool-Use & Orchestration

Exploring emergent orchestration patterns through principle definition and identifying failure modes.
Research Theme #3
Safety & Governance
Investigating autonomous safety questions through identity and consequence management.
Research Theme #4
Humanist Superintelligence
Identifying early patterns in social
intelligence, influence, and
long‑term human-agent interaction.
Publications
17April ’ 26
Opinion
Agentic Market Signals: Observations from Real-World Adoption
This paper examines the market signals emerging as organisations move from experimenting with agents to operating them as governed, monetised infrastructure.
19March ’ 26
Humanist SuperintelligenceOpinion
From SEO to AEO: The End of the Search Economy
User behaviour has changed. People no longer “search”; they ask. This shift introduces Answer Engine Optimisation (AEO).
25December ’ 24
Opinion
The Era of Agentic AI
Examining the rapid adoption of agentic AI, the value organisations are realising, and the governance challenges emerging as autonomy increases.