Model Governance Review

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    "description": "Model Governance Review uses a compact evidence-to-decision arc for ClearLake Data.",
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      "center": {
        "text": "Internal planning draft"
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      "section": "Opening",
      "layout": "title-subtitle",
      "tag": "Analytics",
      "title": "Model Governance Review",
      "subtitle": "ClearLake Data Analytics",
      "notes": "Open by naming the decision: Approve controls for customer-facing predictive models."
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      "id": "s2",
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        "ClearLake Data should focus the next cycle on ",
        {
          "text": "approve controls for customer-facing predictive models",
          "bold": true,
          "color": "#B45309"
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        " while making the operating tradeoffs clear to analytics stakeholders."
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      "id": "s3",
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              "Q1",
              16,
              13
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            [
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              20,
              15
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            [
              "Q3",
              23,
              17
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            [
              "Q4",
              27,
              19
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      }
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      "section": "Options",
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          "Owner",
          "Status",
          "Decision"
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          [
            "Analytics",
            "Program lead",
            "At risk",
            "Continue"
          ],
          [
            "Data and reporting",
            "Analytics",
            "On track",
            "Tighten metric definitions"
          ],
          [
            "Field adoption",
            "Operations",
            "Watch",
            "Add weekly office hours"
          ]
        ]
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    },
    {
      "id": "s5",
      "section": "Plan",
      "layout": "text-2x",
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        "name": "Analytics execution path",
        "description": "Major milestones for ClearLake Data.",
        "events": [
          {
            "when": "Jul",
            "what": "Baseline",
            "description": "Confirm current state, owners, and constraints."
          },
          {
            "when": "Aug",
            "what": "Pilot",
            "description": "Run a narrow pilot with visible success criteria."
          },
          {
            "when": "Sep",
            "what": "Scale",
            "description": "Expand the approach after risk review."
          },
          {
            "when": "Oct",
            "what": "Embed",
            "description": "Move reporting and routines into steady-state operations."
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          "label": "Primary signal",
          "description": "Approve controls for customer-facing predictive models",
          "trend": "down"
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          "ClearLake Data should focus the next cycle on ",
          {
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              "Continue"
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              "Tighten metric definitions"
            ],
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              "Field adoption",
              "Operations",
              "Watch",
              "Add weekly office hours"
            ]
          ]
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      },
      "notes": "Use this slide to slow the conversation down around ownership and operating rhythm."
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                  29,
                  24
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                  32,
                  26
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                [
                  "Q4",
                  36,
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          }
        },
        {
          "quote": {
            "text": "Teams already know where the friction is; the deck makes the sequence of choices explicit.",
            "attribution": "Program sponsor",
            "source": "Planning interview"
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          "metric": {
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            "label": "Expected improvement",
            "unit": "%",
            "delta": "+6 pts",
            "trend": "up"
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      ]
    },
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      "title": "Field Context",
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      "image": {
        "src": "asset:supporting-photo",
        "alt": "Analytics context photo for ClearLake Data",
        "title": "Analytics context"
      },
      "notes": "Use the image as context, not decoration."
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      "section": "Appendix",
      "layout": "code-1x",
      "title": "Decision Rule",
      "code": {
        "source": "const score = urgency * confidence;\nif (score >= threshold) {\n  routeToSponsor(workstream);\n} else {\n  keepInWeeklyReview(workstream);\n}",
        "language": "ts",
        "filename": "model-governance-review-rule.ts"
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          "Commit to ",
          {
            "text": "approve controls for customer-facing predictive models",
            "bold": true
          }
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          "text": "Name the sponsor and operating owner.",
          "description": "Keep one person accountable for momentum."
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        {
          "text": "Publish the progress rhythm.",
          "description": "Use the same metric definitions every week."
        },
        {
          "text": "Return with proof.",
          "description": "Bring customer, employee, resident, or learner evidence into the next review."
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    "tagline": "Approve controls for customer-facing predictive models",
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    "id": "speaker",
    "name": "Samira Okafor",
    "title": "Chief of Staff",
    "organizationId": "clearlake-data",
    "bio": "Leads analytics planning for ClearLake Data.",
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      "x": "@clearlake-data-speaker"
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  "takeaway": "Approve controls for customer-facing predictive models",
  "duration": 21,
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    "metric-data": {
      "src": "./data/model-governance-review.csv",
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      "title": "Model Governance Review data"
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