GuardLens is the governance layer your AI stack is missing — register models, detect bias, explain decisions, score compliance, and stay ahead of EU AI Act enforcement. All in one platform.
THE COST OF DOING NOTHING
From August 2026, the EU AI Act is enforceable. Regulators can fine companies up to €35M for non-compliance — and most AI teams have no idea where they stand. GuardLens changes that in minutes, not months.
No lengthy onboarding. No professional services engagement. Register your first AI system and see your governance posture in under 5 minutes.
The EU AI Act classifies every AI system into one of four risk tiers. Your obligations — and the fines for non-compliance — depend entirely on which tier you're in. Click each to explore.
There are three ways to approach AI governance. Here's an honest comparison.
| Manual / Spreadsheets | Hire a Consultant | ⚡ GuardLens | |
|---|---|---|---|
| Time to first assessment | Weeks | Weeks–months | Under 5 minutes |
| Auto risk classification | ✗ Manual | ~ Sometimes | ✓ Automatic |
| Bias & fairness detection | ✗ Not included | ~ Extra cost | ✓ Built in |
| Explainability (SHAP) | ✗ Not included | ~ Extra cost | ✓ Built in |
| Immutable audit trail | ✗ Version control only | ✗ Not provided | ✓ Automatic |
| PDF compliance reports | ~ Manual effort | ✓ Provided | ✓ One click |
| Cloud connector sync | ✗ Manual entry | ✗ Not provided | ✓ Live sync |
| Stays up to date with regulations | ✗ Your responsibility | ~ Periodic reviews | ✓ Continuous |
| Starting cost | Staff time only | €5,000–€50,000+ | €0 — free tier |
Everything AI governance needs — from first registration to regulator-ready audit reports — fully integrated and live from day one.
Register every AI system. Auto-classify against Annex III and Article 52 on entry. Full versioning, team ownership, bulk CSV import.
Weighted scoring: compliance 50% + fairness 30% + documentation 20%. Smart Score questionnaire with manual override and score history.
Test models across demographic groups. Detect protected attribute leakage — gender, race, age. Surface disparate impact before it becomes a liability.
SHAP-powered feature importance, proxy feature detection, what-if analysis, individual prediction breakdowns, and AI-written compliance narratives.
Live sync from HuggingFace and AWS SageMaker today. Azure ML and Vertex AI coming. 130+ models already queued for import.
Immutable timestamped record of every action. Filter by Create, Update, Delete, Score. Export PDF compliance reports in one click.
Most AI teams can't answer that question. GuardLens uses SHAP to surface exactly what drives your model's outputs — and flags hidden proxy features that could expose you to discrimination claims before a regulator finds them first.
Connect once. GuardLens syncs automatically, imports into your registry, and starts compliance checks — no manual work required.
The GuardLens API lets you automate compliance checks, register models programmatically, and gate deployments on governance scores — directly from your CI/CD pipeline.
Full CRUD access to your registry, scores, audit log, and connectors. JSON responses, Bearer token auth, rate-limited at 1000 req/min.
Free to start, no credit card. Register your first AI system, run a full compliance assessment, and see your governance posture in under 5 minutes.
Hands-on workshops for every team — from executives to engineers. We help organisations move beyond buzzwords and build AI that is fair, transparent, and aligned with human values.
All workshops are available in-person or remote. Custom formats available for enterprise teams.
Enquire About Workshops