Demo asset · synthetic rows · no customer data
A sample board-pack layout that shows how AICS would turn a risk register into executive decision evidence before AI pilot scale, procurement or external claims.
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This is a clearly labelled synthetic demo board pack. It is not a real customer case study, testimonial, deployment, audit, certification, safety proof, compliance proof, ROI proof, ranking, revenue claim or evidence that AICS delivered these results for a client. The rows below are fictional examples only. No outreach was sent.
Approve controlled remediation sprint before wider AI pilot rollout.
Yellow Evidence is promising but not ready for broad production claims.
Unowned rollback trigger, incomplete data-retention answer and unverified cost-per-workflow exposure.
| Risk lane | Demo board question | Current synthetic evidence | Status | Next owner action | External claim boundary |
|---|---|---|---|---|---|
| Strategic fit | Which operating decision does the AI pilot support? | Use-case brief names one support triage workflow and excludes regulated advice. | Green | Keep scope locked for the next review cycle. | Do not describe this as enterprise-wide AI transformation. |
| Reliability | What evidence shows outputs are acceptable for controlled use? | Small evaluation set exists, but regression cadence and failure taxonomy are incomplete. | Yellow | Define acceptance threshold, sample refresh and retest owner. | Do not claim accuracy superiority or autonomous production readiness. |
| Data/privacy | What sensitive or customer data touches the workflow? | Source list exists; retention, region and vendor-processing answers remain adviser-needed. | Red | Route open questions to privacy/security/legal owners before scale. | Do not claim compliance, privacy approval or regulated-use readiness. |
| Human override | When can a human pause or override the AI workflow? | Escalation route is documented; outage fallback owner is not named. | Yellow | Name fallback owner and rehearse stop/pause workflow. | Do not claim safe operation without override evidence. |
| Cost exposure | What happens to cloud/LLM cost if volume doubles? | Usage estimate exists, but unit-cost threshold and finance review trigger are missing. | Yellow | Add cost-per-workflow ceiling and budget alert owner. | Do not claim cost savings or ROI from pilot activity. |
| Rollback readiness | Can the team restrict, remediate or pause without customer harm? | Draft rollback checklist exists; customer communication trigger is unresolved. | Yellow | Connect rollback trigger to incident log and communications owner. | Do not claim production resilience until tested. |
Only the narrow workflow with approved data boundaries, named owners and monitored thresholds should be considered for controlled expansion.
Reliability, cost-owner and rollback gaps should move into a dated remediation decision log before the next board update.
Any unresolved sensitive-data, regulated-use, security, safety or claim-approval blocker should pause broad rollout and public claims.
More resources · Risk-register review diagnostic · Evidence policy