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Updates, insights, and guides from the aissurance team.

Stay up to date with the latest aissurance platform releases, EU AI Act developments, and compliance best practices.

Model Change Control: CI for Model Upgrades

Why This Landed

Every deployer with an EU AI Act documentation duty eventually gets asked the same question: how do you know the update did not break anything? You swapped the model, moved to a new inference build, changed quantization or batching — and your Annex IV documentation still describes the system as it was before.

Model behaviour is not frozen at deployment. A serving-stack upgrade alone can change output: in our reference series, the same endpoint was bit-exact 45/45 under sequential dispatch, and produced nine distinct outputs for the same request under concurrent serving — with nothing in the logs flagging the difference. “We upgraded the runtime, the model name is the same” is not a change-control story an auditor can work with.

Evidence Canvas Rewrite: Verification Workflow and Discovery Auto-Fill

What Changed

The Evidence Canvas — the visual mapping of all 14 Annex IV elements — has been completely rebuilt. The previous version was a prototype with limited backend integration. The new implementation connects directly to the evidence API, supports multiple evidence types, and introduces a verification tracking system.

Key Features

Verification Workflow

Every piece of evidence now has a verifiable status:

  • Pending: Evidence has been uploaded or submitted but not yet reviewed
  • Verified: Evidence has been reviewed and confirmed as compliant
  • Rejected: Evidence does not meet requirements and needs revision

This three-state system gives Compliance Admins clear visibility into what’s been validated and what still needs attention. Auditors see the full verification chain with timestamps.

Nomyo Router Plugin: Full Discovery Support

Overview

The Nomyo Router integration has matured from a basic discovery endpoint to a full-featured compliance agent. This release adds production-grade features including API key authentication, health monitoring, blacklist management, and automatic payload deduplication.

New Features

API Key Authentication

Each tenant receives a dedicated AISSURANCE_KEY for the discovery channel. This key is separate from Nomyo Router’s own authentication, providing defense-in-depth. Keys can be revoked independently, and all discovery payloads are verified with HMAC-SHA256 signatures.