AI Trust Readiness Sprint
Build the evidence before the next questionnaire arrives.
A fixed-scope engagement that turns scattered product, provider, data, testing and oversight records into a controlled enterprise review base.
What the sprint solves
Your team knows the product. The evidence is not yet operating as a system.
Important facts are often split between architecture diagrams, provider terms, security files, product notes, test results and people’s memory. The sprint creates a single controlled view, without pretending missing controls already exist.
Every item is assigned a source, owner, status and review date.
Core deliverables
A practical trust-readiness base.
AI system register
Purpose, owner, users, model, data, outputs, deployment status and human oversight.
Model and provider register
Providers, versions, hosting, data-use terms, retention conditions and approved uses.
AI data-use register
What enters each system, why it is used, where it travels, who can access it and how long it remains.
Evidence library
A controlled index of policies, diagrams, contracts, evaluations, procedures and supplier records.
Product assurance dossier
A concise, evidence-backed account of what the AI does, its limits, testing and oversight.
Evaluation evidence register
Tests, expected behaviour, results, failures, reviewers, remediation and retesting.
Oversight matrix
Where people review, approve, override, investigate or escalate AI outputs and actions.
Incident and change registers
Model, prompt, provider, data and product changes—plus the review or testing they trigger.
Evidence-gap register
A prioritized view of missing, incomplete, outdated or unapproved evidence.
Approved answer library
A reusable base of common enterprise questions, scoped answers, sources and approvals.
Status discipline
No answer is allowed to look more certain than the evidence.
The source exists and the authorized client owner has approved the representation.
A likely answer exists, but the correct owner has not yet confirmed it.
The stated control or process does not currently exist.
The question is outside scope, with a recorded reason.
Commercial outcome
A repeatable review process instead of a recurring fire drill.
- Reduce repeated demands on engineering and security
- Reuse approved responses within defined scope
- Expose gaps before a buyer discovers them
- Preserve decision history for later reviews
- Create the operating base for ongoing maintenance
Ready to scope the first product?