Accelerate safe AI with audit‑ready model documentation in ServiceNow IRM

In regulated sectors, the canonical record is often a Model Development Document (MDD) paired with a Model Validation Document (MVD) where a dedicated validation or assurance function exists. Outside banking, the same discipline applies even if job titles differ such as AI Governance Lead, Risk & Controls Manager.

Regulators and boards expect contemporaneous records across model development, validation, and monitoring. With GenAI and agentic architectures moving to the front of the queue, manual evidence-chasing delays approvals and inflates operational-risk capital.

Documentation and lineage are no longer checkboxes, they are supervisory controls that reduce remediation and speed time-to-production.

Learn more in our recent blog post "Documentation & Evidence Lineage: Non‑Negotiable Controls for Enterprise‑Grade AI Governance"