{
  "schema": "aibast-visual-checkpoints/1.0",
  "solution": "@aibast-agents-library/account-intelligence",
  "policy": {
    "machine_gate": "The full locked case passes only when the deterministic validator confirms every must_include and must_not_include marker against the final response.",
    "visual_gate": "A reusable screenshot must show at least one positive deterministic anchor from the expected state and must not show a blocker, refusal, wrong identity, or misleading production claim.",
    "partial_rule": "An annotated screenshot is a learner-facing visual checkpoint, not a substitute for the full machine gate.",
    "reshoot_rule": "Reshoot when the target state is absent, the response is blocked or refusing, the identity is wrong, or no positive deterministic anchor is visible."
  },
  "summary": {
    "total_existing_captures": 32,
    "reusable": 31,
    "reshoot_required": 1
  },
  "captures": [
    {
      "id": "easy-review-build",
      "mode": "easy",
      "source": "solutions/account-intelligence/screenshots/assisted/01-review-build.jpg",
      "caption": "Copilot-assisted step 1 · Review the Copilot-assisted Draft configuration",
      "draft": true,
      "annotated": "solutions/account-intelligence/screenshots/assisted/annotated/01-review-build.png",
      "status": "reusable",
      "visible_anchors": [
        "Account Intelligence Pilot",
        "account-intelligence-executive-briefing",
        "account-intelligence-stakeholder-map",
        "account-intelligence-competitive-intel",
        "account-intelligence-account-overview",
        "account-intelligence-risk-assessment",
        "aibast_account-intelligence-operating-rules.md",
        "aibast_account-intelligence-synthetic-records.md"
      ],
      "boxes": [
        {
          "x": 83,
          "y": 20,
          "width": 198,
          "height": 24,
          "label": "Account Intelligence Pilot"
        },
        {
          "x": 1057,
          "y": 197,
          "width": 252,
          "height": 22,
          "label": "account-intelligence-executive-briefing"
        },
        {
          "x": 1057,
          "y": 237,
          "width": 246,
          "height": 22,
          "label": "account-intelligence-stakeholder-map"
        },
        {
          "x": 1057,
          "y": 277,
          "width": 246,
          "height": 22,
          "label": "account-intelligence-competitive-intel"
        },
        {
          "x": 1057,
          "y": 317,
          "width": 251,
          "height": 22,
          "label": "account-intelligence-account-overview"
        },
        {
          "x": 1057,
          "y": 357,
          "width": 239,
          "height": 22,
          "label": "account-intelligence-risk-assessment"
        },
        {
          "x": 1057,
          "y": 525,
          "width": 302,
          "height": 22,
          "label": "aibast_account-intelligence-operating-rules.md"
        },
        {
          "x": 1057,
          "y": 565,
          "width": 314,
          "height": 22,
          "label": "aibast_account-intelligence-synthetic-records.md"
        }
      ]
    },
    {
      "id": "easy-ai-01",
      "mode": "easy",
      "source": "solutions/account-intelligence/screenshots/assisted/02-ai-01.jpg",
      "caption": "AI-01 · Account Executive: Prepare a synthetic Acme Corporation account overview and show the evidence that deserves seller attention.",
      "case_id": "AI-01",
      "annotated": "solutions/account-intelligence/screenshots/assisted/annotated/02-ai-01.png",
      "status": "reusable",
      "visible_anchors": [
        "Account Overview",
        "Evidence boundary",
        "Account Health Score"
      ],
      "boxes": [
        {
          "x": 285,
          "y": 456,
          "width": 182,
          "height": 23,
          "label": "Account Overview"
        },
        {
          "x": 572,
          "y": 488,
          "width": 74,
          "height": 21,
          "label": "Evidence boundary"
        },
        {
          "x": 285,
          "y": 1334,
          "width": 172,
          "height": 21,
          "label": "Account Health Score"
        }
      ]
    },
    {
      "id": "easy-ai-02",
      "mode": "easy",
      "source": "solutions/account-intelligence/screenshots/assisted/03-ai-02.jpg",
      "caption": "AI-02 · Account Executive: Map the synthetic Acme buying committee and show the relationship gaps without creating outreach tasks.",
      "case_id": "AI-02",
      "annotated": "solutions/account-intelligence/screenshots/assisted/annotated/03-ai-02.png",
      "status": "reusable",
      "visible_anchors": [
        "Stakeholder Map",
        "Relationship Gaps",
        "Evidence boundary"
      ],
      "boxes": [
        {
          "x": 716,
          "y": 456,
          "width": 172,
          "height": 27,
          "label": "Stakeholder Map"
        },
        {
          "x": 979,
          "y": 607,
          "width": 100,
          "height": 24,
          "label": "Relationship Gaps"
        },
        {
          "x": 286,
          "y": 1886,
          "width": 185,
          "height": 28,
          "label": "Evidence boundary"
        }
      ]
    },
    {
      "id": "easy-ai-03",
      "mode": "easy",
      "source": "solutions/account-intelligence/screenshots/assisted/04-ai-03.jpg",
      "caption": "AI-03 · Sales Director: Compare the synthetic competitor signals and positioning considerations for Acme Corporation.",
      "case_id": "AI-03",
      "annotated": "solutions/account-intelligence/screenshots/assisted/annotated/04-ai-03.png",
      "status": "reusable",
      "visible_anchors": [
        "Competitive Intelligence",
        "Competitor Activity",
        "Evidence boundary"
      ],
      "boxes": [
        {
          "x": 286,
          "y": 456,
          "width": 121,
          "height": 27,
          "label": "Competitive Intelligence"
        },
        {
          "x": 286,
          "y": 546,
          "width": 153,
          "height": 24,
          "label": "Competitor Activity"
        },
        {
          "x": 286,
          "y": 2272,
          "width": 150,
          "height": 24,
          "label": "Evidence boundary"
        }
      ]
    },
    {
      "id": "easy-ai-04",
      "mode": "easy",
      "source": "solutions/account-intelligence/screenshots/assisted/05-ai-04.jpg",
      "caption": "AI-04 · Account Executive: Draft persona-specific talking points for the synthetic Acme meeting; do not send messages.",
      "case_id": "AI-04",
      "annotated": "solutions/account-intelligence/screenshots/assisted/annotated/05-ai-04.png",
      "status": "reusable",
      "visible_anchors": [
        "Draft Meeting Talking Points",
        "Objection Handling",
        "Evidence boundary"
      ],
      "boxes": [
        {
          "x": 286,
          "y": 455,
          "width": 138,
          "height": 28,
          "label": "Draft Meeting Talking Points"
        },
        {
          "x": 286,
          "y": 1432,
          "width": 186,
          "height": 28,
          "label": "Objection Handling"
        },
        {
          "x": 398,
          "y": 1884,
          "width": 150,
          "height": 24,
          "label": "Evidence boundary"
        }
      ]
    },
    {
      "id": "easy-ai-05",
      "mode": "easy",
      "source": "solutions/account-intelligence/screenshots/assisted/06-ai-05.jpg",
      "caption": "AI-05 · Sales Director: Assess the synthetic Acme deal risks and mitigation options without changing a forecast or CRM record.",
      "case_id": "AI-05",
      "annotated": "solutions/account-intelligence/screenshots/assisted/annotated/06-ai-05.png",
      "status": "reusable",
      "visible_anchors": [
        "Deal Risk Assessment",
        "Immediate Actions",
        "Evidence boundary"
      ],
      "boxes": [
        {
          "x": 557,
          "y": 1171,
          "width": 145,
          "height": 21,
          "label": "Deal Risk Assessment"
        },
        {
          "x": 306,
          "y": 1322,
          "width": 147,
          "height": 20,
          "label": "Immediate Actions"
        },
        {
          "x": 398,
          "y": 2004,
          "width": 150,
          "height": 24,
          "label": "Evidence boundary"
        }
      ]
    },
    {
      "id": "easy-ai-06",
      "mode": "easy",
      "source": "solutions/account-intelligence/screenshots/assisted/07-ai-06.jpg",
      "caption": "AI-06 · Customer Success Manager: Prepare a concise synthetic Acme pre-meeting briefing and review checklist.",
      "case_id": "AI-06",
      "annotated": "solutions/account-intelligence/screenshots/assisted/annotated/07-ai-06.png",
      "status": "reusable",
      "visible_anchors": [
        "Account Intelligence Briefing",
        "Pre-Meeting Checklist",
        "Evidence boundary"
      ],
      "boxes": [
        {
          "x": 285,
          "y": 428,
          "width": 273,
          "height": 28,
          "label": "Account Intelligence Briefing"
        },
        {
          "x": 286,
          "y": 2697,
          "width": 211,
          "height": 28,
          "label": "Pre-Meeting Checklist"
        },
        {
          "x": 286,
          "y": 3023,
          "width": 185,
          "height": 28,
          "label": "Evidence boundary"
        }
      ]
    },
    {
      "id": "easy-confirm-draft",
      "mode": "easy",
      "source": "solutions/account-intelligence/screenshots/assisted/08-confirm-draft.jpg",
      "caption": "Copilot-assisted step 8 · Confirm Draft and stop before publish",
      "draft": true,
      "annotated": "solutions/account-intelligence/screenshots/assisted/annotated/08-confirm-draft.png",
      "status": "reusable",
      "visible_anchors": [
        "Account Intelligence Pilot"
      ],
      "boxes": [
        {
          "x": 139,
          "y": 154,
          "width": 195,
          "height": 24,
          "label": "Account Intelligence Pilot"
        }
      ]
    },
    {
      "id": "hard-step-01",
      "mode": "hard",
      "source": "solutions/account-intelligence/screenshots/manual/01-create-blank-agent.jpg",
      "caption": "Manual step 1 · Create a blank Copilot Studio agent",
      "step": 1,
      "annotated": "solutions/account-intelligence/screenshots/manual/annotated/01-create-blank-agent.png",
      "status": "reusable",
      "visible_anchors": [
        "Untitled Agent"
      ],
      "boxes": [
        {
          "x": 84,
          "y": 20,
          "width": 118,
          "height": 24,
          "label": "Untitled Agent"
        }
      ]
    },
    {
      "id": "hard-step-02",
      "mode": "hard",
      "source": "solutions/account-intelligence/screenshots/manual/02-name-agent.jpg",
      "caption": "Manual step 2 · Name Account Intelligence Manual",
      "step": 2,
      "annotated": "solutions/account-intelligence/screenshots/manual/annotated/02-name-agent.png",
      "status": "reusable",
      "visible_anchors": [
        "Account Intelligence Manual"
      ],
      "boxes": [
        {
          "x": 83,
          "y": 20,
          "width": 218,
          "height": 24,
          "label": "Account Intelligence Manual"
        }
      ]
    },
    {
      "id": "hard-step-03",
      "mode": "hard",
      "source": "solutions/account-intelligence/screenshots/manual/03-enter-instructions.jpg",
      "caption": "Manual step 3 · Enter the reviewed global instructions",
      "step": 3,
      "annotated": "solutions/account-intelligence/screenshots/manual/annotated/03-enter-instructions.png",
      "status": "reusable",
      "visible_anchors": [
        "Account Intelligence Agent — Global Instructions"
      ],
      "boxes": [
        {
          "x": 202,
          "y": 131,
          "width": 322,
          "height": 39,
          "label": "Account Intelligence Agent — Global Instructions"
        }
      ]
    },
    {
      "id": "hard-step-04",
      "mode": "hard",
      "source": "solutions/account-intelligence/screenshots/manual/04-save-instructions.jpg",
      "caption": "Manual step 4 · Save the instruction policy",
      "step": 4,
      "annotated": "solutions/account-intelligence/screenshots/manual/annotated/04-save-instructions.png",
      "status": "reusable",
      "visible_anchors": [
        "Draft"
      ],
      "boxes": [
        {
          "x": 313,
          "y": 66,
          "width": 39,
          "height": 17,
          "label": "Draft"
        }
      ]
    },
    {
      "id": "hard-step-05",
      "mode": "hard",
      "source": "solutions/account-intelligence/screenshots/manual/05-remove-web-search.jpg",
      "caption": "Manual step 5 · Remove default web search",
      "step": 5,
      "annotated": "solutions/account-intelligence/screenshots/manual/annotated/05-remove-web-search.png",
      "status": "reusable",
      "visible_anchors": [
        "Provide trusted context to guide decisions"
      ],
      "boxes": [
        {
          "x": 1023,
          "y": 287,
          "width": 234,
          "height": 20,
          "label": "Provide trusted context to guide decisions"
        }
      ]
    },
    {
      "id": "hard-step-06",
      "mode": "hard",
      "source": "solutions/account-intelligence/screenshots/manual/06-add-aibast-account-intelligence-operating-rules.jpg",
      "caption": "Manual step 6 · Add knowledge: aibast_account-intelligence-operating-rules.md",
      "step": 6,
      "annotated": "solutions/account-intelligence/screenshots/manual/annotated/06-add-aibast-account-intelligence-operating-rules.png",
      "status": "reusable",
      "visible_anchors": [
        "aibast_account-intelligence-operating-rules.md"
      ],
      "boxes": [
        {
          "x": 1057,
          "y": 321,
          "width": 302,
          "height": 22,
          "label": "aibast_account-intelligence-operating-rules.md"
        }
      ]
    },
    {
      "id": "hard-step-07",
      "mode": "hard",
      "source": "solutions/account-intelligence/screenshots/manual/07-add-aibast-account-intelligence-synthetic-records.jpg",
      "caption": "Manual step 7 · Add knowledge: aibast_account-intelligence-synthetic-records.md",
      "step": 7,
      "annotated": "solutions/account-intelligence/screenshots/manual/annotated/07-add-aibast-account-intelligence-synthetic-records.png",
      "status": "reusable",
      "visible_anchors": [
        "aibast_account-intelligence-synthetic-records.md"
      ],
      "boxes": [
        {
          "x": 1057,
          "y": 321,
          "width": 314,
          "height": 22,
          "label": "aibast_account-intelligence-synthetic-records.md"
        }
      ]
    },
    {
      "id": "hard-step-08",
      "mode": "hard",
      "source": "solutions/account-intelligence/screenshots/manual/08-add-account-overview.jpg",
      "caption": "Manual step 8 · Add skill: account-overview",
      "step": 8,
      "annotated": "solutions/account-intelligence/screenshots/manual/annotated/08-add-account-overview.png",
      "status": "reusable",
      "visible_anchors": [
        "account-intelligence-account-overview"
      ],
      "boxes": [
        {
          "x": 1057,
          "y": 197,
          "width": 251,
          "height": 22,
          "label": "account-intelligence-account-overview"
        }
      ]
    },
    {
      "id": "hard-step-09",
      "mode": "hard",
      "source": "solutions/account-intelligence/screenshots/manual/09-add-competitive-intel.jpg",
      "caption": "Manual step 9 · Add skill: competitive-intel",
      "step": 9,
      "status": "reshoot_required",
      "reason": "No positive target-state anchor is visible in the frame."
    },
    {
      "id": "hard-step-10",
      "mode": "hard",
      "source": "solutions/account-intelligence/screenshots/manual/10-add-executive-briefing.jpg",
      "caption": "Manual step 10 · Add skill: executive-briefing",
      "step": 10,
      "annotated": "solutions/account-intelligence/screenshots/manual/annotated/10-add-executive-briefing.png",
      "status": "reusable",
      "visible_anchors": [
        "account-intelligence-executive-briefing"
      ],
      "boxes": [
        {
          "x": 1057,
          "y": 197,
          "width": 252,
          "height": 22,
          "label": "account-intelligence-executive-briefing"
        }
      ]
    },
    {
      "id": "hard-step-11",
      "mode": "hard",
      "source": "solutions/account-intelligence/screenshots/manual/11-add-risk-assessment.jpg",
      "caption": "Manual step 11 · Add skill: risk-assessment",
      "step": 11,
      "annotated": "solutions/account-intelligence/screenshots/manual/annotated/11-add-risk-assessment.png",
      "status": "reusable",
      "visible_anchors": [
        "account-intelligence-risk-assessment"
      ],
      "boxes": [
        {
          "x": 1057,
          "y": 197,
          "width": 239,
          "height": 22,
          "label": "account-intelligence-risk-assessment"
        }
      ]
    },
    {
      "id": "hard-step-12",
      "mode": "hard",
      "source": "solutions/account-intelligence/screenshots/manual/12-add-stakeholder-map.jpg",
      "caption": "Manual step 12 · Add skill: stakeholder-map",
      "step": 12,
      "annotated": "solutions/account-intelligence/screenshots/manual/annotated/12-add-stakeholder-map.png",
      "status": "reusable",
      "visible_anchors": [
        "account-intelligence-stakeholder-map"
      ],
      "boxes": [
        {
          "x": 1057,
          "y": 197,
          "width": 247,
          "height": 22,
          "label": "account-intelligence-stakeholder-map"
        }
      ]
    },
    {
      "id": "hard-step-13",
      "mode": "hard",
      "source": "solutions/account-intelligence/screenshots/manual/13-add-value-messaging.jpg",
      "caption": "Manual step 13 · Add skill: value-messaging",
      "step": 13,
      "annotated": "solutions/account-intelligence/screenshots/manual/annotated/13-add-value-messaging.png",
      "status": "reusable",
      "visible_anchors": [
        "account-intelligence-value-messaging"
      ],
      "boxes": [
        {
          "x": 1057,
          "y": 197,
          "width": 245,
          "height": 22,
          "label": "account-intelligence-value-messaging"
        }
      ]
    },
    {
      "id": "hard-step-14",
      "mode": "hard",
      "source": "solutions/account-intelligence/screenshots/manual/14-review-inventory.jpg",
      "caption": "Manual step 14 · Review model, skills, knowledge, and safety boundaries",
      "step": 14,
      "annotated": "solutions/account-intelligence/screenshots/manual/annotated/14-review-inventory.png",
      "status": "reusable",
      "visible_anchors": [
        "Claude Opus 5",
        "account-intelligence-value-messaging",
        "account-intelligence-stakeholder-map",
        "account-intelligence-risk-assessment",
        "account-intelligence-executive-briefing",
        "account-intelligence-competitive-intel",
        "aibast_account-intelligence-synthetic-records.md",
        "aibast_account-intelligence-operating-rules.md"
      ],
      "boxes": [
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          "x": 1251,
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          "width": 101,
          "height": 21,
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        },
        {
          "x": 1057,
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          "label": "account-intelligence-value-messaging"
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        {
          "x": 1057,
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          "x": 1057,
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          "label": "aibast_account-intelligence-synthetic-records.md"
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          "label": "aibast_account-intelligence-operating-rules.md"
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      ]
    },
    {
      "id": "hard-step-15",
      "mode": "hard",
      "source": "solutions/account-intelligence/screenshots/manual/15-review-skills.jpg",
      "caption": "Manual step 15 · Review the skill list (6 skills)",
      "step": 15,
      "annotated": "solutions/account-intelligence/screenshots/manual/annotated/15-review-skills.png",
      "status": "reusable",
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        "account-intelligence-stakeholder-map",
        "account-intelligence-risk-assessment",
        "account-intelligence-executive-briefing",
        "account-intelligence-competitive-intel"
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          "label": "account-intelligence-stakeholder-map"
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        {
          "x": 1055,
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          "height": 22,
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    },
    {
      "id": "hard-step-16",
      "mode": "hard",
      "source": "solutions/account-intelligence/screenshots/manual/16-review-skills-more.jpg",
      "caption": "Manual step 16 · Review the rest of the skill list",
      "step": 16,
      "annotated": "solutions/account-intelligence/screenshots/manual/annotated/16-review-skills-more.png",
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        "account-intelligence-stakeholder-map",
        "account-intelligence-risk-assessment",
        "account-intelligence-executive-briefing",
        "account-intelligence-competitive-intel",
        "account-intelligence-account-overview"
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          "height": 22,
          "label": "account-intelligence-stakeholder-map"
        },
        {
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          "label": "account-intelligence-risk-assessment"
        },
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          "label": "account-intelligence-account-overview"
        }
      ]
    },
    {
      "id": "hard-step-17",
      "mode": "hard",
      "source": "solutions/account-intelligence/screenshots/manual/17-open-preview.jpg",
      "caption": "Manual step 17 · Open a fresh Preview conversation",
      "step": 17,
      "annotated": "solutions/account-intelligence/screenshots/manual/annotated/17-open-preview.png",
      "status": "reusable",
      "visible_anchors": [
        "Account Intelligence Manual"
      ],
      "boxes": [
        {
          "x": 83,
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        }
      ]
    },
    {
      "id": "hard-ai-01",
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      "source": "solutions/account-intelligence/screenshots/manual/18-ai-01.jpg",
      "caption": "AI-01 · Account Executive: Prepare a synthetic Acme Corporation account overview and show the evidence that deserves seller attention.",
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      "case_id": "AI-01",
      "annotated": "solutions/account-intelligence/screenshots/manual/annotated/18-ai-01.png",
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      "visible_anchors": [
        "Account Overview",
        "Evidence boundary",
        "Account Health Score"
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        {
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          "x": 990,
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      ]
    },
    {
      "id": "hard-ai-02",
      "mode": "hard",
      "source": "solutions/account-intelligence/screenshots/manual/19-ai-02.jpg",
      "caption": "AI-02 · Account Executive: Map the synthetic Acme buying committee and show the relationship gaps without creating outreach tasks.",
      "step": 19,
      "case_id": "AI-02",
      "annotated": "solutions/account-intelligence/screenshots/manual/annotated/19-ai-02.png",
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      "visible_anchors": [
        "Stakeholder Map",
        "Relationship Gaps",
        "Evidence boundary"
      ],
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        {
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          "x": 286,
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        },
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          "x": 286,
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      ]
    },
    {
      "id": "hard-ai-03",
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      "source": "solutions/account-intelligence/screenshots/manual/20-ai-03.jpg",
      "caption": "AI-03 · Sales Director: Compare the synthetic competitor signals and positioning considerations for Acme Corporation.",
      "step": 20,
      "case_id": "AI-03",
      "annotated": "solutions/account-intelligence/screenshots/manual/annotated/20-ai-03.png",
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      "visible_anchors": [
        "Competitive Intelligence",
        "Competitor Activity",
        "Evidence boundary"
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        {
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        {
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          "label": "Evidence boundary"
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    },
    {
      "id": "hard-ai-04",
      "mode": "hard",
      "source": "solutions/account-intelligence/screenshots/manual/21-ai-04.jpg",
      "caption": "AI-04 · Account Executive: Draft persona-specific talking points for the synthetic Acme meeting; do not send messages.",
      "step": 21,
      "case_id": "AI-04",
      "annotated": "solutions/account-intelligence/screenshots/manual/annotated/21-ai-04.png",
      "status": "reusable",
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        "Evidence boundary",
        "Draft Meeting Talking Points",
        "Objection Handling"
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          "label": "Evidence boundary"
        },
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          "x": 286,
          "y": 918,
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        },
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          "y": 1271,
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          "label": "Objection Handling"
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      ]
    },
    {
      "id": "hard-ai-05",
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      "source": "solutions/account-intelligence/screenshots/manual/22-ai-05.jpg",
      "caption": "AI-05 · Sales Director: Assess the synthetic Acme deal risks and mitigation options without changing a forecast or CRM record.",
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      "annotated": "solutions/account-intelligence/screenshots/manual/annotated/22-ai-05.png",
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        "Immediate Actions"
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        },
        {
          "x": 372,
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          "height": 20,
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        },
        {
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    },
    {
      "id": "hard-ai-06",
      "mode": "hard",
      "source": "solutions/account-intelligence/screenshots/manual/23-ai-06.jpg",
      "caption": "AI-06 · Customer Success Manager: Prepare a concise synthetic Acme pre-meeting briefing and review checklist.",
      "step": 23,
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      "annotated": "solutions/account-intelligence/screenshots/manual/annotated/23-ai-06.png",
      "status": "reusable",
      "visible_anchors": [
        "Account Intelligence Briefing",
        "Evidence boundary",
        "Pre-Meeting Checklist"
      ],
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        {
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          "label": "Account Intelligence Briefing"
        },
        {
          "x": 358,
          "y": 575,
          "width": 75,
          "height": 20,
          "label": "Evidence boundary"
        },
        {
          "x": 287,
          "y": 1751,
          "width": 251,
          "height": 32,
          "label": "Pre-Meeting Checklist"
        }
      ]
    },
    {
      "id": "hard-step-24",
      "mode": "hard",
      "source": "solutions/account-intelligence/screenshots/manual/24-confirm-draft.jpg",
      "caption": "Manual step 24 · Confirm Draft and stop before publish",
      "step": 24,
      "draft": true,
      "annotated": "solutions/account-intelligence/screenshots/manual/annotated/24-confirm-draft.png",
      "status": "reusable",
      "visible_anchors": [
        "Account Intelligence Manual"
      ],
      "boxes": [
        {
          "x": 139,
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          "width": 215,
          "height": 24,
          "label": "Account Intelligence Manual"
        }
      ]
    }
  ],
  "reshoot_plan": {
    "replacement_captures": [
      "solutions/account-intelligence/screenshots/manual/09-add-competitive-intel.jpg"
    ],
    "new_learn_step_captures": []
  },
  "release_review": {
    "status": "changes_requested",
    "reviewer": "claude:workshop-reshoot",
    "reviewed_at": "2026-10-08T11:55:42.598847+00:00",
    "method": "Workshop re-shot end to end in the real Copilot Studio UI (kodyv8) after the agent was aligned with its demo video and one-pager; every frame inspected (vision review) and every locked case checked against its machine gate; boxes placed from the frame image.",
    "notes": "Draft only; nothing published."
  }
}
