{
  "status": "Illustrative acceptance plan, not an executable test suite or observed production result",
  "topic": "AI feature readiness assessment",
  "date": "2026-11-04",
  "sourceArticle": "https://aptixlabs.com/insights/ai-feature-readiness-assessment",
  "setup": [
    "Use synthetic accounts and records",
    "Record the environment and implementation version",
    "Agree the expected product contract before testing"
  ],
  "reviewSequence": [
    "Define one task and its intended users",
    "Collect evidence for data evaluation permissions and ownership",
    "Choose a scoped next step with explicit dependencies"
  ],
  "cases": [
    {
      "id": "1",
      "condition": "Good examples are unavailable",
      "expectedBehavior": "Evaluation readiness remains unresolved",
      "observedBehavior": null,
      "status": "not_run"
    },
    {
      "id": "2",
      "condition": "The feature can change external state",
      "expectedBehavior": "Approval and recovery requirements are included",
      "observedBehavior": null,
      "status": "not_run"
    },
    {
      "id": "3",
      "condition": "A read-only phase answers the need",
      "expectedBehavior": "The scope can remain narrow",
      "observedBehavior": null,
      "status": "not_run"
    }
  ],
  "tradeoff": "A broad maturity framework can become disconnected from delivery. Keep the assessment focused on one proposed workflow and the evidence needed to accept it."
}