Fictional sample excerpt
Sample readiness report
A limited fictional excerpt showing the shape of the deliverable. It is not a live customer workspace and does not expose the full advisory workflow.
Readiness verdict
Controlled pilot recommended
Overall score
2.60 / 5Risk summary
Usage and Workflow Maturity
3/5 maturity
Medium riskMedium confidence
Cost and Model Control
2/5 maturity
Medium-high riskLow confidence
Quality Gates and Evidence
3/5 maturity
Medium riskMedium confidence
Observability and Auditability
2/5 maturity
Medium-high riskLow confidence
Security and Permission Governance
3/5 maturity
Medium riskMedium confidence
Human Approval and Accountability
3/5 maturity
Medium riskMedium confidence
Delivery Integration and Improvement Loop
2/5 maturity
Medium-high riskLow confidence
| Dimension | Score | Confidence | Rationale |
|---|---|---|---|
| Usage and Workflow Maturity | 3/5 | Medium confidence | Pilot workflows exist but ownership and exception handling are inconsistent. |
| Cost and Model Control | 2/5 | Low confidence | Model selection is mostly tool-default and cost review is not tied to quality evidence. |
| Quality Gates and Evidence | 3/5 | Medium confidence | Quality checks exist, but assertion-strength and generated-test review are uneven. |
| Observability and Auditability | 2/5 | Low confidence | Teams can reconstruct some decisions, but failed attempts and model choices are not consistently retained. |
| Security and Permission Governance | 3/5 | Medium confidence | Tool approval exists, but permission constraints and data-handling evidence need stronger review. |
| Human Approval and Accountability | 3/5 | Medium confidence | Human review is expected, but acceptance criteria are not yet consistently explicit. |
| Delivery Integration and Improvement Loop | 2/5 | Low confidence | Retrospectives capture some lessons, but improvement actions are not tracked as a scale control. |
Sample basis
Fictional organization: Northbank Payments. The excerpt shows verdict, maturity scores, confidence, blockers, recommendations, and action plan structure without granting workflow access.
Evidence confidence
- Medium confidence
Top findings excerpt
- Approved use cases are partially documented.
- No formal model-routing rule is in place.
- A redacted review checklist was accepted as medium-confidence evidence.
- Run summaries are informal.
Limitations
This assessment is based on questionnaire responses, assessor review, and optional redacted evidence provided by the customer. It does not include repository scanning, source-code review, live telemetry ingestion, credential access, production data review, customer data review, raw private log analysis, or private prompt collection. Unknowns are treated as findings and may reduce confidence.