Policy as Code
Encode governance policies once, enforce them continuously across models, datasets, and deployments.
AI Governance Automation: From Policy to Practice
By Sofia Bennett
AI Governance Lead
01/08/2025
AI Governance
AI governance often fails not because policies are missing, but because they live in documents nobody checks. AIVIX closes that gap by turning governance into an automated, auditable platform.
Why governance needs automation
Manual reviews and quarterly audits cannot keep up with how fast teams ship AI features. Policies drift, risk registers go stale, and evidence for ISO 42001 or internal controls is collected last-minute.
Continuous Monitoring
Detect drift, bias, and risk signals before they become incidents — with automated alerts and owner assignment.
From weeks to hours
Teams using AIVIX report audit preparation dropping from 3 weeks to under 8 hours. The secret is not more paperwork — it is less, with better linkage.
1
Connect
Link your model registry, data sources, and ticketing system. AIVIX inventories everything in one place.
2
Map
Map controls to policies and risks. Coverage gaps show up instantly, not at audit time.
3
Automate
Evidence is collected automatically, reviews are scheduled, and owners are nudged — governance runs itself.