Governance

AI Governance & Readiness

Build the evidence and operating controls needed to review an AI use case. We connect policy, evaluation, and implementation requirements with the people responsible for using and overseeing the system.

Where we can help

Model evaluation

Define intended use, evaluation evidence, human review, monitoring, and response to errors.

Data and access controls

Document data flows, access requirements, handling boundaries, and implementation responsibilities with security and privacy teams.

Operational readiness

Develop policies, review workflows, documentation, and training that the team can maintain.

What the work includes

Connect policy, evidence, and operational oversight

Governance & readiness
StandardsPolicy &
vendor review
AssuranceControls &
audit evidence
EvaluationModel review &
monitoring
ResponseIncident
planning
Architecture & handling recordData flows · Access · Responsibilities
SecurityPrivacyLegal
Align the evidence and operating controls with security, privacy, and legal review.

Prepare for audit

SOC 2 readiness work: gap assessment, control design, evidence collection, and audit preparation.

Set the review standards

AI use policies, vendor-evaluation criteria, and review workflows.

Plan ongoing oversight

Model evaluation, monitoring, and incident-response plans.

Document the boundaries

Architecture and data-handling documentation for the client’s security, privacy, and legal review.

From assessment to implementation

Our experience includes SOC 2 Type 1 readiness and control-design work, model assessment, and enterprise research planning. We translate those assessments into policies, control requirements, and implementation plans the team can maintain.

Get started

What evidence does your review need?

We can help define evaluation requirements, controls, and operating responsibilities.

Discuss readiness

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