{
  "id": "uc_2026_000120",
  "slug": "dxc-claude-insurance-claims-documents",
  "title": "How is DXC using AI agents in insurance claims processing?",
  "answer": "DXC Technology, which runs core insurance systems for 1,100 customers, brought Claude into its Assure orchestration platform. Anthropic reports claims document backlogs cut from days to minutes, documents classified in under a second, and new regulatory rules embedded in days instead of 12 to 18 months.",
  "industry": "financial-services",
  "sub_industry": "Insurance technology",
  "roles": [
    "customer-support"
  ],
  "function": "operations",
  "tasks": [
    "claims-document-classification",
    "regulatory-rule-implementation"
  ],
  "agent_pattern": "workflow-agent",
  "autonomy_level": 2,
  "tools": [
    {
      "name": "Claude",
      "vendor": "Anthropic",
      "url": null,
      "affiliate": false
    },
    {
      "name": "Assure orchestration platform",
      "vendor": "DXC Technology",
      "url": null,
      "affiliate": false
    }
  ],
  "deployment_status": "production",
  "organization": {
    "name": "DXC Technology",
    "type": "IT services company (insurance platforms)",
    "named": true
  },
  "outcomes": [
    {
      "metric": "regulatory rule implementation",
      "value": "days vs 12 to 18 months historically",
      "source_ref": 1,
      "self_reported": true
    },
    {
      "metric": "first-pass accuracy",
      "value": "80% right on the first pass",
      "source_ref": 1,
      "self_reported": true
    }
  ],
  "sources": [
    {
      "url": "https://claude.com/customers/dxc",
      "publisher": "Anthropic",
      "title": "DXC brings Claude to the insurance backbone running billions of policies",
      "published": null,
      "type": "vendor-customer-story",
      "quote": "Cut claims document backlogs from days to minutes, with documents classified in under a second",
      "independent": false,
      "accessed": "2026-10-17",
      "ref": 1
    }
  ],
  "how_it_works": [
    "Claude classifies incoming claims documents.",
    "Helps implement new regulatory rules and benefit calculations."
  ],
  "risks_compliance": [
    "Vendor-published results; not independently audited",
    "Regulated insurance calculations require validation"
  ],
  "medtech_relevance": null,
  "notes": [],
  "models": [],
  "integrations": [],
  "related": [],
  "first_seen": "2026-10-17",
  "last_verified": "2026-10-17",
  "sponsored": false,
  "license": "CC BY 4.0 (summary text); quotes and sources belong to their owners",
  "evidence_grade": "B",
  "grade_rationale": "Named organization with a quantified outcome from the vendor or the organization itself (self-reported).",
  "verification": {
    "checked": "2026-10-17",
    "checker": "pipeline.verify (quote match + outcome-number match)",
    "methods": [
      "auto:fetch"
    ],
    "quotes_matched": 1,
    "quotes_total": 1,
    "claims_matched": 2,
    "claims_total": 2,
    "passed": true
  },
  "url": "https://agentcasefile.com/cases/dxc-claude-insurance-claims-documents/",
  "industry_label": "Banking & Financial Services",
  "role_labels": [
    "Customer Support"
  ],
  "vertical": null
}