{
  "id": "workflow:contract-automation-review",
  "_kind": "Workflow",
  "_file": "workflows/workflows/workflows-legaltech.yaml",
  "_cluster": "workflows",
  "attributes": {
    "displayName": "Contract Automation Review",
    "workflowKind": "governance",
    "triggerType": "scheduled",
    "typicalCadence": "monthly",
    "complexity": "cross-team",
    "description": "Reviews contract automation system performance and accuracy --\nevaluating clause extraction model precision and recall against manually\nreviewed baselines, auditing template library completeness and version\ncurrency, validating risk-scoring algorithms against negotiation outcome\ndata, measuring turnaround time improvements versus manual drafting\nbenchmarks, and reviewing AI-suggested redline accuracy for high-risk\nclause categories (indemnification, limitation of liability, IP\nassignment). Produces model accuracy reports, template gap analyses, and\nautomation ROI assessments. Excludes legal advice on contract terms.\n"
  },
  "outgoingEdges": [
    {
      "from": "workflow:contract-automation-review",
      "to": "role:ml-engineer",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:contract-automation-review",
      "to": "role:data-scientist",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:contract-automation-review",
      "to": "role:security-reviewer",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:contract-automation-review",
      "to": "skill-area:retrieval-augmented-generation",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:contract-automation-review",
      "to": "skill-area:eval-driven-development",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:contract-automation-review",
      "to": "domain:legaltech",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:contract-automation-review",
      "to": "domain:machine-learning",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:contract-automation-review",
      "to": "responsibility:ai-safety-guardrails",
      "kind": "triggers_responsibility",
      "attributes": {}
    },
    {
      "from": "workflow:contract-automation-review",
      "to": "responsibility:data-quality-monitoring",
      "kind": "triggers_responsibility",
      "attributes": {}
    },
    {
      "from": "workflow:contract-automation-review",
      "to": "org-unit:legal-team",
      "kind": "performed_by_org_unit",
      "attributes": {}
    },
    {
      "from": "workflow:contract-automation-review",
      "to": "org-unit:ml-platform-team",
      "kind": "performed_by_org_unit",
      "attributes": {}
    }
  ],
  "incomingEdges": [
    {
      "from": "stack-profile:legal-document-automation",
      "to": "workflow:contract-automation-review",
      "kind": "follows_workflow"
    }
  ]
}