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Global · AI pilots · board-ready approval
AI pilot launch approval one-page summary.
For executives who need a single board-ready page before an AI pilot moves to production: the decision, evidence confidence, risk acceptance, launch limits, cost controls, named owners and claims that are safe to repeat.
Why it matters
Many AI demos reach leadership with scattered screenshots, vendor promises and optimistic outcomes, but without one owner-approved page showing what is proven, what is not proven and what launch boundaries protect the business.
AICS use
AICS uses this summary to make AI pilot evidence board-ready without exaggerating savings, accuracy, security, compliance or customer impact.
One-page executive summary structure
Recommended decision: Go / Restricted go / Redesign / Pause / No-go
1. Decision ask
What leadership is being asked to approve, for which workflow, users, data and region.
What leadership is being asked to approve, for which workflow, users, data and region.
2. Evidence confidence
What the pilot actually measured, baseline quality, sample coverage, failure examples and exclusions.
What the pilot actually measured, baseline quality, sample coverage, failure examples and exclusions.
3. Risk acceptance
Data, security, model quality, human-review, legal/compliance adviser questions and unresolved assumptions.
Data, security, model quality, human-review, legal/compliance adviser questions and unresolved assumptions.
4. Cost boundary
Token/API/cloud budget, scale assumption, alert threshold and owner with authority to pause spend.
Token/API/cloud budget, scale assumption, alert threshold and owner with authority to pause spend.
5. Operating controls
Runbook, rollback path, change gate, incident route, review cadence and human escalation point.
Runbook, rollback path, change gate, incident route, review cadence and human escalation point.
6. Safe claim boundary
Approved internal/external wording and claims that must not be made without more evidence.
Approved internal/external wording and claims that must not be made without more evidence.
Approval table
| Executive question | Plain-language answer required | Owner to name | Unsafe launch signal |
|---|---|---|---|
| What are we launching? | Workflow, users, data classes, region, integrations and launch scope. | Business sponsor | Launch scope is vague or expanding by assumption. |
| What did the pilot prove? | Measured baseline, sample size, evaluation method, positive evidence and known failures. | Product / AI owner | Evidence is anecdotal or only vendor-reported. |
| What remains unproven? | Risks, edge cases, legal/compliance adviser questions, security gaps and customer-impact unknowns. | Risk / security / data owner | Open risks have no named owner or no restricted-launch boundary. |
| What could this cost at scale? | Expected monthly range, usage drivers, alert threshold and stop authority. | Finance / platform owner | No unit economics, budget owner or spend stop condition exists. |
| How will humans supervise it? | Review points, escalation route, incident response, change gate and weekly owner cadence. | Operations owner | Support depends on informal builder availability. |
| What can we safely say? | Approved claim wording and forbidden claims around ROI, accuracy, compliance, savings and customer outcomes. | Executive sponsor | Marketing/sales wording exceeds available evidence. |
Truth boundary
This is a readiness and executive-decision template. It is not a real client case study, testimonial, ranking, certification, legal/security/compliance/procurement/accounting advice, ROI proof, savings proof, search-ranking evidence, production-success proof and not a guarantee that any AI pilot will reduce cost, increase revenue, improve customer outcomes, meet compliance obligations or succeed in production. No outreach was sent.
FAQ
- When should this one-page summary be created?
- After evidence has been gathered and before leadership approval, board reporting, customer-facing launch, paid rollout or procurement expansion.
- Who signs it?
- At minimum: business sponsor, product/AI owner, technology/platform owner, risk/security/data owner, operations owner and finance owner.
- Where does it fit in the AICS evidence chain?
- It summarizes the evidence room, scorecard and decision record into one leadership page that is easier to review, challenge and archive.
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