Governance is the line item that unblocks the rest of your AI budget.
An enterprise buyer can ask to see your kill switch and your audit trail. The EU AI Office has held enforcement powers since 2 August 2026. Both of them want the same thing, which is evidence. We produce it in one to three weeks, at a published price, and we are precise about what we can and cannot attest to.
Eight engagements, $2,500 to $8,900, every price on this page. No scoping fee in front of any of them.
Analyst figures, published by Gartner and Forrester. They are market context, not our results, and the 25% is a forecast Forrester published in October 2025, not a measured outcome. Numbers describing our own work appear elsewhere on this site with a source attached to each one.
Three people with a reason to ask for the same evidence.
The regulator, an enterprise buyer and your own CFO each have a reason to ask one question: show me what this system does, on what basis, and who can stop it. None of them should accept a demo as the answer.
- 01
The regulator has powers now, not a timetable
EU AI Act Article 50 transparency obligations have been in force since 2 August 2026. From that same date the AI Office and member-state authorities can request technical documentation, evaluate general-purpose AI models, require corrective measures and issue fines. Systems already on the market before 2 August 2026 carry a transition to 2 December 2026 for Article 50(2).
- 02
A buyer can ask what a demo cannot answer
Can a human stop this system mid-task, and who is allowed to? Can you reconstruct what it did on a given date, and on what basis? Who approved the model version running today? Each has a yes or no answer, and the answer is a record that either exists or does not.
- 03
The CFO wants evidence before the spend
Forrester forecast in October 2025 that enterprises would defer a quarter of their planned AI spend into 2027, as CFOs are pulled in to approve AI investment on its ROI. Spend that has to clear finance needs evidence of what the system does, not a demonstration of what it might do.
Six controls, and the engagement that answers each.
Six controls a buyer's diligence can ask an AI vendor to show. They are not a maturity model to grow into; each one has a yes or no answer. Below each control is the question in plain words, and the work that produces the answer.
- 01
Kill switches
Show me how a human stops this system mid-task, and who is allowed to.
Agent governance review (T2-08). We map every action the agent can take, the blast radius of one compromised step, and where the stop control is missing rather than merely undocumented.
- 02
Evidentiary audit trails
Reconstruct for me what the system did on 14 March, and on what basis.
Agent governance review (T2-08) and EU AI Act readiness assessment (T2-01). We check whether the trail records the input, the retrieved context, the decision and the human override, or only the final output.
- 03
Human-in-the-loop boundaries
Which decisions can this system take alone, and who signed off on that line?
Agent governance review (T2-08). The boundary comes back written down as an authority matrix, rather than living in the head of the engineer who built it.
- 04
Model change control
Your provider updated the model last night. What is your process?
Agent governance review (T2-08) and ISO/IEC 42001 gap assessment (T2-05). Version pinning, a change log with an owner, and a regression gate that runs before a swap reaches production.
- 05
Outcome-based SLAs
Put a number on accuracy and put that number in the contract.
Hallucination and grounding audit (T2-03). You cannot sign an SLA against a metric nobody has measured. We build the evaluation set from your own corpus, measure groundedness against it, and hand back the baseline the SLA has to be written around.
- 06
ISO/IEC 42001 or SOC 2 attestation
Send me the certificate, or tell me your date.
ISO/IEC 42001 gap assessment (T2-05), NIST AI RMF alignment review (T2-06) and attestation readiness scoping (T2-09). We produce the control design and the evidence. The certificate is issued by an accredited certification body and the SOC 2 report by a licensed CPA firm, never by us.
The four frameworks we work against
One control set, read four ways. The EU AI Act carries the legal obligation, ISO/IEC 42001 supplies the management system, NIST AI RMF supplies the risk method, and data protection law sits under all three. Most vendors present the middle two as a choice. They are complementary, and published crosswalks exist.
Eight assessments. Every price published, every duration fixed.
Fixed scope and a slot on a calendar. A deposit reserves the week and the balance is invoiced against delivery. If your problem is not one of these, we will say so on the first call rather than three invoices in.
- T2-011 week
EU AI Act readiness assessment
An inventory of the AI systems in scope, a written classification for each with the reasoning recorded, and the transparency gaps ranked by exposure against the 2 December 2026 date.
Read the Article 50 briefing first
$4,900$900 depositBook EU AI Act readiness assessment, $4,900 - T2-022 weeks
AI security assessment
Prompt injection, including injection arriving through retrieved documents. Data exfiltration paths. Agent authority and what one compromised step can reach.
$6,500$1,200 depositBook AI security assessment, $6,500 - T2-032 weeks
Hallucination and grounding audit
An evaluation set built from your own corpus, groundedness measured against it, and the failure modes returned with a rate attached instead of an impression.
$5,900$1,000 depositBook Hallucination and grounding audit, $5,900 - T2-043 days
Vendor AI assessment
We assess a supplier you are about to buy from, and tell you which of their answers should worry you. Prepaid because three days leaves no room for an invoice cycle.
$2,500Paid in fullBook Vendor AI assessment, $2,500 - T2-052 to 3 weeks
ISO/IEC 42001 gap assessment
Your current position against the AI management system standard, control by control, with the evidence an external auditor will ask for and the work needed to produce it.
$8,900$1,500 depositBook ISO/IEC 42001 gap assessment, $8,900 - T2-062 weeks
NIST AI RMF alignment review
Govern, Map, Measure, Manage applied to the systems you actually run. NIST supplies the risk method and ISO/IEC 42001 supplies the management system; they are complementary, not a choice.
$7,500$1,400 depositBook NIST AI RMF alignment review, $7,500 - T2-082 weeks
Agent governance review
Kill switches, audit trails, human-in-the-loop boundaries and model change control: four of the six controls above, reviewed against the agent you actually run.
$7,900$1,400 depositBook Agent governance review, $7,900 - T2-091 week
Attestation readiness scoping
What SOC 2 or ISO/IEC 42001 will actually take: the scope, the observation window, the control gaps, the internal cost and the realistic date. Buy this before committing to either.
$3,900$900 depositBook Attestation readiness scoping, $3,900
Not sure which one? Describe the system in two sentences and we will name the right assessment, including when the answer is none of them.
The credentials, and the work they were earned on.
An assurance firm is only as good as what it can show you. The left column is what the engineer holds. The right is what has actually been delivered, which is the half a buyer can check without taking anyone's word for it.
Credentials
- OWASP Top 10 and MITRE ATT&CK as working method
- OSCP, Offensive Security Certified Professional
- EC-Council CEH
- CompTIA PenTest+
- CompTIA Security+
- CISSP
- ISO/IEC 27001, personal training certificate
- ISO/IEC 42001, personal training certificate
- IAPP privacy certification
- Cloud security certified on AWS, Azure and Google Cloud
Offensive security is in-house rather than subcontracted, which is why the security review that stalls most AI projects is where we start instead of where we finish. Certificates are supplied on request.
Delivered
- Red team engagements for government
- Offensive work delivered under public sector engagement rules, which is where the method on the left was learned rather than read about.
- VAPT across 50+ government web assets
- Vulnerability assessment and penetration testing at estate scale, not a single application.
- Critical CVE exposure reduced 65% across that estate
- The figure a buyer can ask us to evidence, attached to the engagement that produced it rather than offered as a forecast for theirs.
- CourtNetra, running in production
- Citation-grounded retrieval across 18,863,754 Indian judgments, with a weekly automated hallucination evaluation in CI that fails the build above 2%. Ask for the CI report.
The full posture, including where data lives and what we will sign, is on the security page.
Four commitments that apply to every engagement on this page.
Published price, fixed scope, fixed duration
Every engagement above lists its price, its deposit and its length. There is no scoping fee and no discovery retainer in front of it.
A deposit reserves the slot
The deposit holds the week on the calendar. The balance is invoiced against delivery, not before it.
Written for two readers
Findings go to your engineers with enough detail to act on, and to your board with enough context to decide on. One engagement, both documents.
The section most reports leave out
Every deliverable ends with an explicit list of the things you do not need us for, wherever that is true. Where your own team can close a finding, the report says so.
Assurance, scope and price, answered directly.
Every answer here is the same string this page puts in its structured data, so a person and an answer engine read the identical text. Open one to read it.
What does an AI assurance engagement cost?
MetaMinds publishes a fixed price and a fixed duration for every assurance engagement on this page, from $2,500 to $8,900. A vendor AI assessment is $2,500 over 3 days; an EU AI Act readiness assessment is $4,900 over 1 week; an ISO/IEC 42001 gap assessment is $8,900 over 2 to 3 weeks. There is no scoping fee and no discovery retainer in front of any of them, and the deposit that reserves a named start week is stated on the card.
What does an ISO/IEC 42001 gap assessment actually produce?
An ISO/IEC 42001 gap assessment at MetaMinds is $8,900 over 2 to 3 weeks and produces a control-by-control statement of where the AI management system stands against the standard, the evidence that already exists, the evidence that does not, and what has to be built before an accredited certification body would find it auditable. It does not produce a certificate and it cannot: certification against ISO/IEC 42001 requires an audit by an accredited certification body, which MetaMinds is not.
ISO/IEC 42001 gap assessment or NIST AI RMF alignment review: which one first?
Take them in the order your buyer asks in. ISO/IEC 42001 is a certifiable management-system standard, so a $8,900 gap assessment is the right first step when a customer contract, a tender or a group policy names certification as the destination. NIST AI RMF is a voluntary framework with no certificate behind it, so a $7,500 alignment review is the right first step for a US organization that has been asked to show a risk process rather than a certificate. Doing NIST first and ISO later is cheaper than the reverse, because the risk work maps forward into the management system.
How do you test a retrieval or RAG system for hallucination before an audit?
A hallucination and grounding audit is $5,900 over 2 weeks. It measures whether each answer is supported by the sources the system actually retrieved, rather than whether it sounds right, and it reports a rate with the test set attached so the number can be reproduced. MetaMinds runs the same mechanism on its own platform: CourtNetra has a weekly automated hallucination evaluation in CI that fails the build above 2% across a corpus of 18,863,754 judgments, which is the difference between a gate and a dashboard.
Can you assess an AI vendor we are about to buy from?
Yes. A vendor AI assessment is $2,500 over 3 days, and it is deliberately the smallest engagement MetaMinds sells, because the point is to assess a supplier before signing rather than after. It reads what the vendor claims, tests what can be tested from outside, and returns the questions their answers do not survive.
Is an AI security assessment different from a normal penetration test?
Yes, and the difference is where the input comes from. A conventional penetration test looks at the application's own attack surface. An AI security assessment at $6,500 over 2 weeks also covers the surface a language model adds: instructions arriving inside retrieved documents, tool and function calls the model can reach, what an agent is permitted to do without a human, and what leaves the boundary in a prompt. MetaMinds does both, from an offensive security background that includes vulnerability assessment across more than 50 government web assets, delivered under public sector engagement rules.
Who issues the certificate, and what does MetaMinds do?
Certification against ISO/IEC 42001 is issued by an accredited certification body after an external audit, and a SOC 2 report by a licensed CPA firm after an observation window. You engage that body directly, and its fee sits outside this one. MetaMinds sells gap assessment, readiness, control design and evidence preparation for the auditor who issues them, which is the half that decides how the audit goes: the controls designed, the evidence assembled, and the gaps closed before anyone asks to see them.
How does this work alongside our counsel on the EU AI Act?
As a division of labour. MetaMinds answers the engineering question, which is what evidence exists for each obligation and whether it would survive being asked for: the systems in scope, the classification reasoning recorded, the disclosure wording, and the evidence structure. Your counsel makes the legal determination, and the reports are written to be handed straight to them for exactly that reason.
Which regulations and frameworks do these engagements cover?
The EU AI Act, Regulation (EU) 2024/1689, as amended by Regulation (EU) 2026/1744, the Digital Omnibus on AI; ISO/IEC 42001 as the certifiable AI management system standard; the NIST AI Risk Management Framework; and the AI-specific parts of a SOC 2 or ISO/IEC 27001 evidence pack where an existing certification has to absorb a new AI system. Where a client's obligation sits outside those, MetaMinds says so rather than stretching an engagement to cover it.
How long does an assurance engagement take, and what do we get?
Between 3 days and 2 to 3 weeks, stated per engagement on the card rather than estimated afterwards. Every deliverable is written for two readers, engineers with enough detail to act on and a board with enough context to decide on, and every one ends with an explicit list of the things you do not need MetaMinds for, wherever that is true.
The EU AI Act questions have their own page: what Article 50 requires and when, and what of the Act's machinery actually exists yet.
Name the system a buyer or a regulator will ask about first.
Thirty minutes with the engineer who would run the assessment. We will tell you which engagement fits, what it will find, and where you can do the work yourself.
Assurance engagements $2,500 to $8,900, fixed price · Typical reply within one business day