Most teams reach for spreadsheets, a generic GRC tool, or a single AI-specific point tool. Here is how an end-to-end AI governance platform compares — across discovery, mapping, assurance, enforcement, cost and evidence.
An honest look at what each approach typically covers. ✓ supported · partial · — not supported.
| Capability | Spreadsheets | Generic GRC tools | AI-specific point tools | TrustedAIGov |
|---|---|---|---|---|
| AI inventory & discovery | — | partial | partial | ✓ |
| EU AI Act & ISO 42001 mapping | — | partial | ✓ | ✓ |
| Continuous assurance | — | partial | partial | ✓ |
| Runtime enforcement | — | — | partial | ✓ |
| AI cost (FinOps) | — | — | — | ✓ |
| Audit-grade evidence | — | partial | partial | ✓ |
Not another point tool — a single platform built for the way AI governance actually works.
One platform from assess to govern to assure to optimise — not a stitched-together stack.
Enforcement at runtime and a system of record in one place, so evidence stays live.
Designed around the obligations these frameworks set, not retrofitted onto generic GRC.
Start with where your AI exposure sits today, then see how one platform covers the whole picture.