CleanAim®® Platform
EU AI Act Compliance Infrastructure
2 August 2026 is closer than you think.
THE COMPLIANCE GAP
Documentation doesn't stop a runaway model.
The EU AI Act requires enterprises to maintain comprehensive records of AI system behavior, with penalties reaching €35M or 7% of global turnover for high-risk non-compliance.
But here's what regulators will actually check:
| Requirement | What Most Platforms Do | What Regulators Want |
|---|---|---|
| Article 12: Logging | Behavioral logging (62-76% capture) | Complete audit trail (100% capture) |
| Article 13: Transparency | Documentation templates | Provable accuracy metrics by demographic |
| Article 14: Human Oversight | Checkbox approvals | Proof humans actually reviewed (not rubber-stamped) |
| Article 15: Robustness | Risk assessments | Feedback loop bias detection |
The gap: Existing platforms help you document what you claim. CleanAim® proves what actually happened.
THE INDEPENDENCE PROBLEM
AI providers cannot offer independent oversight of their own systems.
Article 31(5) requires that high-risk AI systems be assessed independently of the providers who built them. Conformity Assessment Bodies need infrastructure that doesn't compromise their independence.
Here's the structural problem:
- AWS monitoring tools assess AWS systems
- Azure governance covers Azure deployments
- GCP logging works for GCP infrastructure
When the auditor's tools come from the same vendor as the system being audited, independence is compromised—not by intent, but by architecture.
CABs need provider-independent infrastructure. Enterprises need governance that works across Claude, GPT, Gemini, and Grok without favoring any single provider.
The market hasn't built it. We have.
THE SOLUTION
One governance layer. Every provider.
CleanAim® sits between your application and your AI models—a neutral layer that captures, pairs, and learns regardless of which provider you use.
- Switch from Claude to GPT? Same governance infrastructure.
- Add Gemini to your deployment? Same audit trail.
- Update to a new model version? Same compliance posture.
Unlike fine-tuning (which embeds learning into a model you don't own) or RAG (which locks context into a single ecosystem), CleanAim® captures learning at a layer you control.
Most governance only observes AI. CleanAim® learns from it.
VALIDATED PERFORMANCE
Compliance you can prove. Learning that compounds.
Capture Rate
vs 62-76% for behavioral logging
Transfer Efficiency
When switching between providers
Error Reduction
Through self-calibrating confidence
Patents Filed
Compound learning & external oversight
EU AI ACT TIMELINE
August 2026 Ready.
By architecture, not afterthought.
ARTICLE COVERAGE
Infrastructure-level compliance
CleanAim's 99.8% capture rate and immutable audit trails address these requirements at the infrastructure level—compliance that can't be accidentally bypassed:
| Article | Requirement | CleanAim® Capability |
|---|---|---|
| Article 9 | Risk Management | Doubt Engine scores risk before execution |
| Article 12 | Automatic Logging | Constitutional Capture (99.8% pairing) |
| Article 13 | Transparency | Per-category accuracy disclosure |
| Article 14 | Human Oversight | Automation bias detection, engagement scoring |
| Article 15 | Robustness | Feedback loop bias detection |
| Article 72 | Post-Market Monitoring | Continuous calibration and learning |
For Conformity Assessment Bodies
CleanAim® provides the provider-independent infrastructure that Article 31(5) requires for independent assessment. You can't audit what you can't see, and you can't be independent using the vendor's own tools.
PLATFORM CAPABILITIES
Six core capabilities for EU AI Act compliance
Automatic Learning Capture
Every AI prediction and its real-world outcome are automatically recorded and paired, creating a closed loop where the system learns from experience.
Article 12 requires automatic logging of all AI decisions. 100% prediction-outcome pairing rate achieved in production.
Doubt Engine
Before any AI decision executes, CleanAim® calculates a "doubt score" indicating how likely the AI is to be wrong. High-doubt decisions are automatically routed for human review.
Article 14 requires humans to understand AI limitations. Doubt scoring makes limitations visible and actionable.
Automation Bias Detection
Monitoring that detects when human reviewers are "rubber-stamping"—approving AI decisions without meaningful engagement.
Article 14 requires humans to "remain aware of automation bias." Detection signals: reviews under 3 seconds, zero override rate.
Multi-Provider Orchestration
Unified management of multiple AI providers (Claude, GPT-4, Gemini, Grok, open-source models) through a single interface.
Provider independence ensures audit integrity. Single governance layer regardless of provider mix.
Cross-Model Learning Transfer
Everything CleanAim® learns while working with one AI provider applies when switching to another.
Compliance evidence transfers with your learning. Investment protection when providers change.
Counterfactual Explanations
Automatically generated explanations of why an AI made a specific decision, including what would have changed the outcome.
GDPR Article 22 requires explainable automated decisions. EU AI Act Article 13 requires meaningful transparency.
INDUSTRY SOLUTIONS
Built for regulated industries
Financial Services
High-Risk: Annex III 5(b) — Credit and creditworthiness
- Per-demographic accuracy tracking
- Adverse action reason codes
- ECOA 4/5ths rule monitoring
- Integration with existing risk systems
HR Technology
High-Risk: Annex III 4 — Employment and worker management
- Bias audit tools (pre-deployment and continuous)
- Human oversight workflow enforcement
- Candidate notification generation
- Works council communication templates
Healthcare
Dual Compliance: EU AI Act + Medical Device Regulation
- HIPAA-aware logging (no PHI without consent)
- Clinical decision support workflows
- Integration with EHR systems
Insurance
High-Risk: Annex III 5(c) — Insurance risk assessment
- Underwriting decision documentation
- Anti-discrimination monitoring
- Telemetry export for cyber insurance
INFRASTRUCTURE VS. PAPERWORK
Why infrastructure beats documentation
Existing platforms help you file paperwork for a building permit. CleanAim® installs the fire suppression system. Both are required—only one saves lives when things go wrong.
| Capability | Documentation Platforms | CleanAim® |
|---|---|---|
| Documentation generation | Template wizards | From real audit data |
| Cross-provider stop commands | None | Core capability |
| Provider-independent oversight | None | Core capability |
| Self-improving safety thresholds | None | Unique |
| Deterministic replay audit | None | Core capability |
| Pre-execution doubt routing | None | Unique |
| Automation bias detection | None | Unique |
| Provider migration preservation | None | Unique |
| Multi-model consensus | None | Unique |
vs. OneTrust / Credo AI / Holistic AI
They help with documentation. We provide the infrastructure that makes documentation truthful. Can their platform actually stop an AI decision in progress across multiple providers? Can they prove humans weren't rubber-stamping? Can they transfer your learning to a new provider?
vs. IBM watsonx.governance
Great within the IBM ecosystem. But what happens when you need to govern Claude, GPT-4, and open-source models together? What happens when you want to switch providers and keep your learning?
ENTERPRISE DEPLOYMENT
Enterprise deployment options
Bring Your Own Cloud (BYOC)
CleanAim® runs in your cloud environment—AWS, Azure, or GCP.
- Data never leaves your security perimeter
- Meets data residency requirements
- Uses your existing security controls
Air-Gapped Deployment
Completely isolated deployment with no external network connectivity.
- Required for classified environments
- Local model support (no external API calls)
- Meets defense and intelligence requirements
PrivateLink Connectivity
Private network connections that bypass the public internet.
- AWS PrivateLink, Azure Private Link, GCP Private Service Connect
- Traffic never traverses public internet
- Reduces attack surface
Bring Your Own Key (BYOK)
Encryption using keys you control.
- AWS KMS, Azure Key Vault, GCP Cloud KMS, HashiCorp Vault
- Full control over encryption keys
- Revoke access instantly by revoking keys
THE PROOF
Proven architecture
CleanAim® Platform is built on the same architecture that powers CodeArch—proven across 1.1 million lines of production code.
The 98/100 score demonstrates system honesty—the 2 remaining checks await calibration data and won't fake a pass without sufficient evidence.
August 2026 is closer than you think.
CleanAim® Platform provides the infrastructure-level compliance that the EU AI Act actually requires—not just documentation, but proof.
Talk to Compliance Team →Technical questions? hello@cleanaim.com