{
  "slug": "indian-workflow-benchmark",
  "title": "Indian Workflow Benchmark",
  "stage": "Designing v0.1",
  "audience": "Indian enterprises, AI buyers, and product teams",
  "summary": "A workflow benchmark for Indian business tasks: finance, support, multilingual handoffs, document reasoning, sales ops, and evidence-grounded escalation.",
  "href": "/studio/indian-workflow-benchmark",
  "problem": "Most benchmarks do not test the messy Indian operating surface: mixed-language tickets, GST documents, vendor email threads, policy exceptions, and workflows where the answer has to cite the right evidence.",
  "metrics": [
    "Outcome correctness",
    "Evidence citation",
    "Escalation judgement",
    "Cost per accepted output"
  ],
  "outputs": [
    "Workflow task pack",
    "Model comparison memo",
    "Evidence audit",
    "Deployment readiness map"
  ],
  "buyerQuestions": [
    "Which models survive Indian document and support workflows?",
    "Where do multilingual or policy tasks fail?",
    "What can be safely automated versus escalated?",
    "How do quality, latency, and cost change by workflow type?"
  ],
  "evidenceLinks": [
    [
      "Indian Enterprise Workflow Suite",
      "/benchmarks/indian-enterprise-workflow-suite"
    ],
    [
      "Indian workflow article",
      "/articles/designing-the-indian-enterprise-ai-workflow-benchmark"
    ],
    [
      "Leaderboard methodology",
      "/articles/building-a-useful-ai-leaderboard-without-fooling-ourselves"
    ]
  ],
  "demoState": "Live benchmark console is connected to the Indian Enterprise Workflow Suite; next step is replacing seed traces with real client-approved examples.",
  "catalogRank": 5,
  "maturity": "Research surface ready for benchmark-backed demos",
  "packetPath": "/reports/studio/indian-workflow-benchmark.md",
  "jsonPath": "/reports/studio/indian-workflow-benchmark.json",
  "previewImage": "/reports/studio/previews/indian-workflow-benchmark.png",
  "previewAlt": "Indian Workflow Benchmark live Studio preview screenshot",
  "demoReadinessScore": 82,
  "demoReadiness": "Demo-ready with current generated traces and interactive controls; replace screenshots with product walkthrough video when available.",
  "missingForLiveDemo": [
    "Product walkthrough video",
    "Client-approved example",
    "Real run export"
  ],
  "handoffOwner": "Sanjay Prasad",
  "nextDemoArtifact": "/reports/studio/indian-workflow-benchmark.md"
}