Solutions / AI Discovery
SOLUTION · SHADOW AI MATURITY MOVE · L1 → L2 MANAGED

You can’t govern the AI you can’t see.

Builds your AI system register from the inventories, vendor and procurement registers, CMDB and usage exports you provide, with a review queue for unowned or unregistered AI. Automated scanning of your estate is not a current capability.

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INTAKE Models & agents Unowned-system review queue Register completeness review
AI ESTATE ILLUSTRATIVE
AI SYSTEM
TYPE
STATUS
Customer Policy Chatbot
AGENT
● GOVERNED
Marketing Copy Assistant
MODEL
◐ SHADOW
Finance Forecast Bot
AGENT
◐ SHADOW
Illustrative — synthetic data 2 SHADOW FOUND
YOU HAVE THIS PROBLEM IF…

Any of these sound familiar.

01

You don’t know what AI is running — teams adopt tools without oversight.

02

Shadow AI is spreading — inventoried, owned, and governed by no one.

03

Unowned and unregistered AI multiplies cost and risk across teams.

THE OUTCOME

What “solved” looks like.

A governed register built from the enterprise records and exports you provide — so governance, cost, and audit have a reviewed inventory to work on.

✓

A live AI inventory across the enterprise.

✓

Unowned or unregistered AI queued for review from the supplied sources.

✓

A clean promote-to-governed hand-off.

HOW IT WORKS · POWERED BY

The entry point that feeds everything.

Find it first — then every other Solution has an estate to work on.

TARGET · L2 MANAGED
STEP 01

Enterprise AI Assessment

Scores your readiness and scopes the estate.

STEP 02

AI Discovery

Builds the in-scope register from supplied inventories, registers, CMDB and usage exports.

STEP 03BETA

Classification & risk

Classifies each system by type and risk.

STEP 04BETA

Promote to governed

Promotes discovered systems into governance.

COMPOUNDS: FIND → CLASSIFY → GOVERN

WHAT YOU GET

See the whole estate.

Real product surfaces — populated with your estate, not our demo data.

INVENTORY
AI inventory

Every model, agent, and tool.

FINDINGS
Review queue

Unowned or unregistered AI from supplied sources, queued for review.

METRIC
Source reconciliation

Which supplied sources have been reviewed and reconciled.

HAND-OFF
Promote to governed

One step into the governance lifecycle.

AI INVENTORY ILLUSTRATIVE
Known systems● INVENTORIED
Unowned candidates◐ REVIEW
Supplied sources◐ RECONCILING
Statuses shown are illustrative — your report reflects your own estate on assessment.
WHO IT'S FOR

Who signs, and who uses it.

SIGNS OFF
CIO CISO
USES IT DAILY
Enterprise architect Platform team AI CoE lead
WHY TRUSTEDAIGOV

Every Solution starts here.

You can’t govern, cost, or audit what you can’t see. AI Discovery is the low-friction entry point that feeds Compliance, Cost, Audit, and the executive view — one estate, discovered once, reused everywhere.

See the full Why TrustedAIGov page →
START FREE · NO SALES CALL

Start with the free assessment. Leave knowing your estate.

The initial assessment captures what you already know; the fixed-fee discovery engagement reconciles the inventories, registers, CMDB and usage exports you provide. It does not automatically scan your estate.

Run the Enterprise AI Assessment → Book a demo