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Kamilla Harcej

Kamilla Harcej

AI Governance Expert | AI Risk & Assurance | Decision Accountability | Governance Architecture

CEO & Co-Founder, TauGuard Limited

Ireland · Europe · Polish, English

About

I am an AI Governance & Technology Risk Specialist and Co-Founder of TauGuard Limited, focused on a fundamental problem in autonomous AI: how to ensure that AI systems can act without becoming the authority over what they are allowed to do.

My work focuses on deterministic AI governance, runtime authorization, architectural controls and enforceable decision boundaries for enterprise and agentic AI.

Through TauGuard Limited and the IFA (Intelligence From Architecture) framework, I work on architectures where probabilistic AI can propose, reason and operate, while deterministic governance retains authority over consequential actions.

The principle is simple: capability is not authority.

I focus particularly on the point where AI-generated intent becomes real-world execution - ensuring that admissibility is evaluated before consequence, refusals are structurally enforceable, authority is bounded and auditable, and governance remains effective even when AI components fail or behave unpredictably.

My interests include AI governance, autonomous systems, technology risk, runtime assurance, executable governance, AI assurance, regulatory architecture and the engineering of trustworthy AI systems.

What I do

  • AI governance architecture
  • AI governance strategy
  • EU AI Act gap assessment
  • AI technology risk assessment
  • AI risk and control assessment
  • AI governance maturity assessment
  • AI governance operating model design
  • Runtime AI governance assessment
  • Runtime assurance architecture
  • AI agent governance assessment
  • Autonomous AI governance
  • AI authorization and execution controls
  • Deterministic AI governance design
  • Executable governance and policy-as-code
  • AI decision and authority controls
  • AI risk control architecture
  • AI governance implementation advisory
  • AI governance for regulated industries
  • AI governance for financial services
  • AI governance for autonomous agents
  • AI regulatory alignment assessment
  • AI assurance architecture
  • AI governance audit readiness
  • AI governance board advisory
  • AI governance research collaboration
  • AI governance expert commentary
  • AI governance speaking and workshops

Practice areas

Machine learning & data scienceAI product managementAI strategy & transformationAI literacy & trainingChange managementGoverned AI adoption & process redesignProcurement & third-party riskGovernance operating models & AI policyLegal, regulatory & standards complianceEvaluation & testingAssurance, audit & conformity assessmentAI risk & impact assessmentAI safety, security & incident responseData governance, privacy & documentationHuman oversight, transparency & accountabilityAI research & public policy

Industries

Financial servicesTechnology & softwareEducationEnergy & utilitiesPublic sectorRetail & consumer

Open to

Consulting, Advisory & board work, Research collaboration, Speaking, Media commentary

Contacts

Website →+353 89 480 1552

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