AI Risk Audits And Governance

Independent review for teams making consequential deployment decisions.

TeraSystemsAI provides fixed-scope audits, ongoing oversight, and executive advisory for organizations deploying AI in regulated and high-stakes environments. The work is designed for operators, boards, legal teams, and regulators who need clear boundaries, explicit residual risk, and documentation that stands up in scrutiny.

Discuss Deployment Readiness Review Accountability Framework

Launch Decision Audits are fixed-scope engagements. Oversight Desk retains ongoing independent review. Board-level advisory is structured to the transaction, regulatory posture, or executive risk question at hand.

Boardroom review of AI risk summary and deployment status — Independent review in the room where deployment readiness, governance obligations, and liability exposure are actually discussed.

Engagement Model

Three service structures. One standard of evidentiary discipline.

The page is organized around the practical decisions enterprise teams need to make: whether a system should launch, how it should be monitored once live, and how leadership should understand risk before contracts, filings, or board approvals move forward.

2-4 weeks

Typical turnaround for a launch decision audit with written findings, controls review, and deployment recommendation.

Monthly

Oversight Desk retainers provide recurring independent review for teams already operating live systems.

Board-ready

Deliverables are structured for executives, operators, counsel, and investors, not only technical teams.

Explicit

Every engagement is built around human authority, uncertainty handling, operating boundaries, and audit traceability.

Professional Services

Calm, documented service lines for high-stakes AI programs.

Each offer below is framed to answer a specific governance question, with scoped outputs and direct commercial paths rather than generic consulting language.

Launch Decision Audit | Fixed Scope | 2-4 Weeks | $15,000-$40,000

Launch Decision Audit

A structured pre-launch review for organizations that need a clear recommendation on whether an AI system should go live as proposed, go live with controls, or not launch until material issues are resolved.

Who It Is For

Regulated startups approaching first deployment approval
Enterprise teams preparing a board or executive launch review
Programs that need external discipline before production exposure

What You Receive

Failure mode, uncertainty, misuse, and operating-boundary assessment
Human authority and override pathway review
Governance and regulatory gap analysis
Board-ready written recommendation with technical annex

Outcome: a documented go, conditional go, or no-go view with the controls required to defend that decision.

Healthcare Launch Decision Audit Financial Services Launch Decision Audit General Regulated Deployment Audit

See Audit Paths Request Audit Scope

Executive review of AI deployment decision and compliance readiness

Oversight Desk | Monthly Retainer | $5,000-$12,000 Per Month

Oversight Desk

An ongoing independent review function for teams already operating AI systems and needing recurring challenge, governance review, and documented accountability without building a full internal AI safety office.

Monthly Work

Review model updates, deployment changes, and behavioral drift
Challenge confidence measurement and escalation design
Advise leadership on evolving regulatory exposure
Support board and investor reporting with independent perspective

Outcome: visible, ongoing governance discipline with less organizational overhead than a dedicated internal function.

Discuss Retainer Options

Board-Level Advisory | Executive Briefing | Transaction And Regulatory Context

Board-Level AI Risk Advisory

A focused advisory engagement for boards, executive teams, investors, or acquirers who need a concise external view of AI deployment exposure before a material decision, board action, or diligence process advances.

Deliverables

Non-technical executive summary for decision-makers
Independent assessment for investors, acquirers, or counsel
Regulatory risk framing across applicable oversight regimes
Direct guidance on launch, contract, diligence, or filing posture

Outcome: a more defensible AI risk posture for boards, transactions, and enterprise contracting decisions.

Request Executive Briefing

Audit and compliance review meeting with enterprise stakeholders — Audit and compliance review framed for enterprise operators rather than abstract AI product theater.

Working Logic

We do not certify systems. We clarify readiness, exposure, and operating limits.

That distinction matters. The work is designed to help leadership understand what is safe to ship, what requires controls, and what still creates unacceptable governance or liability exposure.

Services are intentionally written as decision support for real deployment pathways. Sector-specific routes are available when the context is already known. Broader scoping is available when the organization needs the structure first.

Service Parameters

What to expect from our engagements.

Independent Perspective

We are engaged to challenge assumptions, document risk posture, and make operating boundaries explicit.

Written Outputs

Every engagement produces documentation suitable for internal leadership review and external scrutiny.

Human Authority

Our recommendations are built around preserved human decision authority in high-stakes contexts.

Regulator-Aware Scope

The framing is designed for organizations facing legal, contractual, or regulatory exposure, not generic AI exploration.

Next Step

Start with the deployment decision, then build the oversight model around it.

If the sector path is already clear, begin with the relevant launch-decision audit. If not, start with a scoping conversation and we will structure the review against the system, its operators, and the governance environment it will enter.

Book Discovery Call Request Deployment Review