Mapping AISafety.Security.Signals.

Independent AI governance intelligence.
Safety assessments. Security posture. Investment signals.

Mapping AI governance across safety, security, and market signals.

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Assess AI Safety

Alignment research, responsible scaling policies, and governance maturity across frontier labs.

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Evaluate AI Security

Vendor security posture, red-teaming capabilities, and compliance readiness for enterprise AI adoption.

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Explore the Ecosystem

Capital flows, market momentum, and where policy meets investment across 130+ organisations.

Discover the whole AI supply chain

AI Supply Chain

From chip fabrication to post-deployment

Explore concentration risk, chokepoints, and governance gaps across the 9 layers of the AI stack.

Layers 1–3 of 9

But why does this matter?

Why This Matters

$400B+/year towards AI capabilities.

But what does that mean for AI Safety, Security, and Investment?

AI governance is required by the EU AI Act, NIST RMF, and sector regulators. Whether you are evaluating which labs build responsibly, vetting vendor security posture, or tracking where capital and policy are converging, Mappera provides insight on where AI capabilities meet AI accountability.

$400B+

AI Capability Spend

~$1B

Safety & Governance

That dot is where the critical work begins.

Annual safety reporting is too slow for a field moving this fast. Mappera updates weekly.

Safety Researchers

Alignment practices, responsible scaling, and safety benchmarks

Explore

Cybersecurity Professionals

Red-teaming, risk taxonomies, and vendor security posture

Explore