UK critical-infrastructure AI assurance

See the risk.
Keep humans in control.

AI LiveGuardian is developing an independent, read-only assurance layer designed to help critical-infrastructure teams detect developing failures, understand dependencies and make safer decisions—without replacing existing systems or operational authority.

Read-only by designNo operational commands
Human controlledRecommendations require review
Explainable evidenceReason, signal and dependency
Fail isolatedExisting systems continue unchanged
Lead programme

Aviation resilience

A safety-support concept for helping UK airports identify developing technology failures before they become wider disruptions. The aim is to sit alongside established airport systems, never inside their control path.

Working synthetic demonstrator

LiveGuardian Airport Resilience

The demonstrator maps service dependencies, learns fictional normal behaviour, tests controlled failures and produces reviewable evidence for funding and pilot discussions.

  • 10 failure scenarios
  • Live anomaly detection
  • Dependency insight
  • Human acknowledgements
  • Automated benchmarks
  • AI-agent assurance
Launch demonstrator ↗
Primary networkObserved
Backup pathReady
Operations coreRisk detected
Passenger systemsAvailable
Baggage servicesAvailable
Safety approach

Built around boundaries

The strongest protection comes from clear limits. AI LiveGuardian is being designed to observe, explain and recommend while authorised professionals remain responsible for every operational decision.

01Observe separately

A shadow-mode layer reads approved, replicated data without entering the operational control path.

02Explain every warning

Each alert identifies the signal, deviation, confidence and affected dependencies for human review.

03Limit every agent

Declared permissions, prohibited actions and independent checks constrain AI components.

04Fail without impact

If LiveGuardian stops, the protected organisation’s existing systems and procedures remain unchanged.

From concept to credible pilot

A measured route to funding and validation

The current demonstrator proves the product direction. The next investment stage should fund independent safety engineering, a digital-twin test environment and a controlled partnership with a UK airport.

Important: AI LiveGuardian is an early-stage concept demonstrator. It is not certified for operational aviation use and makes no claim of guaranteeing airport availability.
1
Independent technical reviewThreat model, safety case, data governance and architecture assessment.
2
Airport discovery partnershipWork with operational, safety and technology teams to define a narrow pilot.
3
Digital-twin validationTest detection accuracy, false alarms, cyber resilience and self-failure isolation.
4
Read-only shadow pilotObserve approved non-safety-critical signals under airport governance and human control.
Funding · Research · Airport partnerships

Help shape a safer resilience layer.

We are seeking UK innovation funding, safety expertise and an airport partner for responsible discovery and independent validation.

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