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MapDefendEvidence

Shadow AI Has No Owner

AI tools, extensions, copilots, CLIs, and workflows are spreading without visibility.

Buyer fear

We do not know where AI is being used, what data goes into it, or who owns the risk.

Primary service

AI Security Maturity Benchmark

Supporting services

AI Product Security AssessmentAI Governance & Security Program Build

Best for

CISOSecurity Program LeadPlatform EngineeringGRCAI Governance Lead

Why This Matters

The business and security pressure.

Unowned AI usage becomes a policy, privacy, and incident-response problem fast. Inventory is the first control.

Review Surfaces

Systems and surfaces in scope.

Browser extensionsSaaS copilotsCLIsInternal botsModel callsRepo signalsProxy tracesVendor list

Listed surfaces are common review targets, not partnership, certification, or endorsement claims. Marketplace readiness support does not replace official review.

Common Failure Modes

What usually breaks.

AI is embedded in extensions or scripts nobody owns

Vendor lists are incomplete

Logs do not show what data went where

Policy is written but no one can enforce it

What We Do

The work mapped to the service path.

Inventory AI surfaces, model calls, vendors, agents, RAG paths, and data flows

Find unowned or undocumented AI usage

Map policy gaps to owners and controls

Create a 30/60/90 risk roadmap

Workbench Instruments

Products used to deliver or demonstrate the work.

Deliverables Produced

Artifacts buyers can inspect.

AI Surface Inventory

Shadow AI Register

Model / Vendor Usage Map

Control Coverage Snapshot

30/60/90 Risk Roadmap

What Good Looks Like

Concrete outcomes.

Every surface has an owner

Data paths are visible

Control gaps are ranked

The next remediation step is clear

Caveat

Based on analyzed job-description signals and scoped engagement evidence, not proof of any individual company's internal security maturity.

Turn this brief into scoped work.

The CTA follows the primary service path so the next step is commercially clear.