One discovery layer. Your whole governance stack.
Prompt Shields finds and observes the AI across your organisation, then feeds the governance platforms and tools you already run — so you don't rip and replace, you light them up.
How it connects
Built to complement, not replace
We sit at the discovery and observability layer. The systems of record, the data controls, and the architecture portfolio stay yours — we make them accurate.
AI governance & GRC platforms
Your system of record, kept honest
Discovered AI use cases and their risk scores flow in as governance records and tickets, owner already attached — so OneTrust, ServiceNow, IBM and SAP reflect what's actually running, not a quarterly survey.
Microsoft stack
Native to the controls you already deploy
AI signal flows into Purview DSPM for AI and Defender's generative-AI catalog; identities and agents resolve through Entra. We complement these data controls — we don't replace them.
Enterprise architecture
Populate the register your EA tools wait for
Every AI use case lands against the right business capability and application in Ardoq and LeanIX — filling in the AI register your architecture portfolio was never able to discover on its own.
Model providers
One gateway in front of every model
Observe and guard every call to every major model through one unified API — the discovery and telemetry signal everything else on this page is built on.
Identity & developer tools
Discovery where your engineers already work
SSO logs, code repositories, pipelines and observability feed sanctioned-AI discovery — and risks open as issues in the tools your teams already live in.
Framework coverage
Mapped to the frameworks auditors ask about
Every discovered use case is scored and mapped, so the evidence flowing into your governance stack is already framework-aligned.
The AI governance landscape
The layer beneath the platform you choose
AI governance platforms model risk and hold your policies. They depend on someone surfacing the AI first. That's us. Whichever platform you standardise on, Prompt Shields is the discovery and observability layer that feeds it.