AI Labs

Test how cybersecurity controls actually perform under pressure.
Free, AI-powered labs that show how controls behave under real conditions — evidence-led, board-ready, and no sign-up required.

8 free AI labs   ·   No sign-up required   ·   Board-ready reports   ·   Built on the Invisible Risks frameworks

What the Platform Helps Validate

AI Labs focuses on practical cybersecurity assurance, operational resilience, and control effectiveness validation through interactive research tools and simulation environments.

The platform explores practical approaches to strengthening cybersecurity assurance, including:
• Control effectiveness
• Operational resilience
• Threat exposure
• Failure propagation
• Recovery readiness
• Dashboard and metric integrity
• Minimum Viable Organisation (MVO) and continuity plan alignment
• Remediation drift and fix-date slippage
• Evidence-led cybersecurity assurance

Simulate and Explore

Assurance Drill Generator

Generate a ready-to-run tabletop drill tailored to your crown jewel service. Every stage specifies the assurance evidence it must leave behind — drills that end in proof, not just discussion.

Generate My Drill →
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Control Failure Simulator

Simulate how control weaknesses escalate into real-world cyber incidents across services and environments.
See how failures spread, where controls break down, and how quickly impact can emerge.

Run Simulation →

Assess Exposure and Prove Controls

Threat Exposure Assessor

Measure how exposed a critical service is to real-world threats.
Quantify exposure across control strength, dependencies, and recovery readiness. A detailed mode with granular scoring is available inside the tool.

Assess Exposure →
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Control Assurance Validator

Test whether a control genuinely works, or just appears to.
Evidence-led validation based on real failure logic, not compliance assumptions. A detailed mode with granular scoring is available inside the tool.

Validate Controls →

Map Resilience and Test the Plan

Minimum Viable Organisation (MVO) Mapper

Identify the minimal set of services your organisation cannot operate without, then test whether your continuity plan actually restores them first. Surfaces underprotected critical services and recovery investment spent ahead of need.

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Test My Plan →

Operational Resilience Mapper

Understand what actually matters.
Map critical services, dependencies, and failure paths to see how disruption spreads and where resilience breaks under pressure.

Map Resilience →
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Prove Your Reporting and Remediation

Dashboard Integrity Score Auditor

Score whether the metrics you report to your board or exec team are actually evidenced — not just present.
Checks how each metric is sourced, validated, and owned, and reads your notes for hedged or self-attesting language a checklist would miss.

Score My Metrics →
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Drift-to-Fix Tracker

Measure how far your findings' fix dates have really slipped from their original commitments. Flags chronic drift, and reads status updates for the deferral language and misplaced reassurance a tracking spreadsheet cannot see.

Check My Register →
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Learn the Approach

→ What is cybersecurity control effectiveness?
→ Learn more about evidence-led cybersecurity