A clean vector illustration of a structured compliance flowchart with cobalt blue and slate gray geometric nodes, representing an auditable model lifecycle, white background, high-contrast digital schematic.
A clean vector illustration of a structured compliance flowchart with cobalt blue and slate gray geometric nodes, representing an auditable model lifecycle, white background, high-contrast digital schematic.
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Lifecycle Governance

Auditable AI compliance frameworks

Translate complex regulatory mandates like the EU AI Act into structured, clinical-grade workflows. Establish continuous oversight across your entire model lifecycle.

Step-by-Step Implementation

The compliance lifecycle

01
02
03
04

Inventory & Classification

Systematic Mitigation

Conformity Assessment

Continuous Monitoring

Map your existing AI models and determine their risk tiers under the EU AI Act classification framework.

Apply clinical-grade risk controls and document technical specifications to satisfy Annex IV requirements.

Execute rigorous internal audits or coordinate with notified bodies to verify continuous compliance.

Establish post-market monitoring systems to detect drift, report incidents, and maintain auditable logs.

Continuous Oversight

Deep-dive governance controls

Move beyond static point-in-time audits. Our framework integrates directly into your engineering pipelines, ensuring every model deployment remains fully documented and compliant.

Annex IV technical files

Risk-based monitoring

Generate audit-ready technical documentation covering system architecture, data flows, and algorithmic design choices.

Implement real-time drift detection and automated logging to maintain compliance throughout post-market operations.

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Compliance resources and templates

Download our medical-device-grade compliance templates and risk registers to establish your framework.