AI Systems Fail Silently.
We Make Failure Measurable.

Stability, compliance, and audit-readiness — built into your AI architecture. Not bolted on after.

Audit-Ready
Drift Prevention
EU AI Act Aligned
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What We Do

Production kernels where frontier AI meets reality

EU AI Act Layer

Compliance-ready governance structure. Templates, evidence hooks, traceability. From free baseline to court-defensible enterprise.

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Drift Monitoring

AI systems drift. That's not failure — that's signal. We don't suppress drift. We read it — and use it to find what actually matters: hallucinations, silent state changes, compliance deviation.

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Hallucination Stopper

Hallucinations emerge when systems answer without grounding. We prevent them at the source — not after generation.

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EU AI Act Enforcement Begins 2026

Why This Matters

Customer Trust

Compliance signals: we take this seriously. That opens doors in risk-averse industries.

EU Market Access

Without conformance, you can't sell AI in the EU. With it, you're ahead.

Lower Liability

Structured evidence = less attack surface in legal disputes.

Investor Confidence

Clean AI governance = better valuation. Investors check this now.

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Choose Your Bundle

Outcome packages for every stage: from first steps to enterprise scale

🟢 Lite (Free)

Lite (Free)

Machine-readable governance baseline (EU AI Act aligned)
Annex III mapping scaffold + completeness checks
Human oversight rules (spec, non-binding)
Audit & monitoring structure + explicit evidence placeholders
Delivered as JSON + docs

Default: STRUCTURE-READY. Compliance depends on implementation, evidence and human sign-off.

🔵 Lite + Text Addon

Lite + Text Addon
(Automated)

Automated evidence export (PDF/text – clean, structured, audit-friendly)
Auto narrative explanation (rationale + evidence gaps highlighted)
Evidence bundle layout (sections, indices, redaction notes)
Run manifest + audit index (export from validation state)
State-aware exports (readiness ≠ legal compliance)

You integrate the exporter. We define structure + output formats.

Recommended
🟡 Pro

Pro

Evidence schemas with validator-linked requirements
Multi-stage gating with AMBER states (missing/partial evidence)
Extended audit artifacts (machine-checkable completeness)
Monitoring & incident packs (stronger post-market structure)
Three-state readiness: GREEN / AMBER / RED (readiness only)

Reduces much of manual validation before audit — compliance remains human.

🔴 Enterprise

Enterprise

Annex IV technical documentation pack (validator-aligned templates incl. hardware/energy fields)
Evidence authenticity architecture (hash chain + signatures; optional ledger interface)
Exporter spec + audit index generator (state-aware packaging)
LLM governance extensions (confidence gating, source trust, rationale artifacts)
Clear separation: structure / evidence / human sign-off

Defensible audit readiness — no automated compliance certification.

Not sure which bundle fits?

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How It Works

This is the "make it easy to do the right thing" layer — not a promise machine

1

Download the free layer

Get the governance baseline from GitHub. No signup.

2

Fill in your system profile

Define purpose, boundaries, risks, oversight.

3

Run the evidence pipeline

Generate structured exports, gap analysis, readiness signals.

4

Scale when ready

Upgrade to Pro or Enterprise as your compliance needs grow.

What the Free Layer Actually Produces

session.json

Machine-readable governance record

report.md

Human-readable compliance report

actions.txt

Next steps for your team

5 Required Artifacts:

  • System Profile
  • Annex III Mapping
  • Prohibited Practices Screen
  • Risk Register
  • Human Oversight Schema
See full example on GitHub

What We Are / Are Not

What It Is

  • Structured evidence exports
  • Readable narratives + gap highlighting
  • Audit index + manifest for each export
  • State-aware packaging (readiness signals)

What It Is Not

  • Not legal certification
  • Not "compliance on demand"
  • Not a replacement for human sign-off
  • Not hundreds of pages of filler

"Accountability remains human. The structure becomes effortless."

Frequently Asked Questions

Honest answers about compliance, audits, and how these tools actually help.

More questions?

Contact us

Ready for AI Without Regret?

Free EU AI Act Layer Let's Talk — No Pressure

Audit-Ready from Day 1

Built-in evidence structures

Fast Integration

Works with your existing stack

EU AI Act Ready

Compliance-ready structures