Service 05 · Governance, evaluation & measurement
Only 18% of companies your size are confident they could pass an independent AI governance audit, and 12% have a tested incident playbook, while most already give AI systems access to their data. We supply the proof layer: evaluation, controls, incident response and the measurement that shows what your AI is worth.
Fastest-emerging, least served
Proof that your AI works, and keeps working
Bring the AI you already run.
- Evaluation & acceptance testing
- Policy, controls & registry
- Incident response & kill switches
- Audit readiness
- Value measurement
Why this, why now
18%
of $100M–$1B companies are confident they could pass an independent AI governance audit
Grant Thornton, 2026
12%
have a tested AI incident response playbook
Grant Thornton, 2026
46%
cite governance failures as a leading cause of AI underperformance
Grant Thornton, 2026
2×
high performers are twice as likely to have defined processes for measuring AI impact
McKinsey State of AI, 2026
Independence is the product.
A company grading its own AI is the same problem as a company auditing its own books. Governance is worth more when it comes from outside, it is the natural next step after any build, and regulation sets its calendar rather than anyone's mood. We sell it as a recurring engagement priced on its own, not a slide in a proposal.
What we build
Built against your systems. Tested on your cases. Run for you.
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01
Evaluation & acceptance
Golden test sets of 100 to 300 real cases, published failure budgets, statistical acceptance instead of a demo. Re-run on every model change.
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02
Policy, controls & registry
Every AI system in scope, its owner, its permissions and its model version, plus the policy that says what it may and may not do.
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03
Incident response
Kill switches, escalation paths and a tested playbook, rehearsed before you need it.
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04
Audit readiness
The evidence pack your auditor, insurer or regulator will ask for, maintained monthly rather than assembled in a panic.
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05
Value measurement
A framework that ties each system to a business number, so the board hears what it earned rather than what it cost.
How it runs
Scoped to one outcome, with a finish line you can check.
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Wk 1
Inventory & risk ranking
Every AI system you run, who owns it, what it can touch, and what would hurt if it went wrong.
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Wk 2–3
Baseline & controls
Evaluation sets built from real cases, permissions scoped, kill switches installed.
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Wk 4
Rehearsal & first report
The incident playbook run as a drill, and the first monthly report to your risk owner.
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Monthly
Run
Evaluations re-run, registry kept current, evidence pack maintained, board-ready report delivered.
Nearly three in four organisations already give AI systems access to their data and processes. One in five has a tested incident response plan.
Who this is for
You will recognise yourself if…
- 01 You have AI in production and no one owns it.
- 02 A customer, insurer or regulator has started asking questions.
- 03 A model update changed behaviour and nobody noticed for a week.
- 04 You cannot say what your AI earned last quarter.
None of this means your team lacks the skills. It means the work is finite, technical and finishable, and you would rather have it done than staffed.
Pricing
Packages from $999 a month. Larger scopes quoted to fit.
Starter
From $999 / month
One workflow, automated properly. Built against your systems, tested on your real cases, then operated and improved for you every month with a monthly report. For businesses that want one thing done well.
Scale
Custom build fee + monthly run
Several workflows or agents across teams, deeper integration work, tiered autonomy and a monthly governance report. A fixed build fee agreed up front, plus a run retainer sized to the estate.
Enterprise
Custom quoted per engagement
A governed pilot in your environment, statistical acceptance testing, outcome SLAs and a governance retainer for your risk function. Verified-outcome terms where they fit.
No seats and no surprise line items. Every package is written down, with what it covers and what it costs, before work starts.
Talk to us
Find out if you would pass.
In 30 minutes we will tell you what an independent review would look at, and where you would be exposed today.