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Agentic AI Atlas · Product Discovery
workflow:product-discoverya5c.ai
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Workflow JSON

workflow:product-discovery

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Product Discovery json

Inspect the normalized record payload exactly as the atlas UI reads it.

File · domain/workflows/workflows-product.yamlCluster · domain
Record JSON
{
  "id": "workflow:product-discovery",
  "_kind": "Workflow",
  "_file": "domain/workflows/workflows-product.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "Product Discovery",
    "description": "On-demand cross-team development workflow that validates whether a proposed product\ninitiative is worth building before significant engineering investment is committed.\nProduct managers and UX researchers conduct customer interviews, review usage data,\nand map the problem space to uncover genuine user needs and business opportunities.\nProduct designers rapidly prototype solution concepts and run usability tests to\nsurface critical design assumptions. Findings are synthesized into an opportunity\nbrief that includes a problem statement, target personas, solution hypotheses, and\na risk assessment. The brief is reviewed by product and engineering leadership, and\na go/no-go decision determines whether the initiative proceeds to roadmap planning\nand detailed specification, or is parked pending further evidence.\n",
    "workflowKind": "development",
    "triggerType": "on-demand",
    "typicalCadence": "per-initiative",
    "complexity": "complex"
  },
  "outgoingEdges": [
    {
      "from": "workflow:product-discovery",
      "to": "role:product-manager",
      "kind": "involves_role"
    },
    {
      "from": "workflow:product-discovery",
      "to": "role:ux-researcher",
      "kind": "involves_role"
    },
    {
      "from": "workflow:product-discovery",
      "to": "role:product-designer",
      "kind": "involves_role"
    },
    {
      "from": "workflow:product-discovery",
      "to": "role:engineering-manager",
      "kind": "involves_role"
    },
    {
      "from": "workflow:product-discovery",
      "to": "role:business-analyst",
      "kind": "involves_role"
    },
    {
      "from": "workflow:product-discovery",
      "to": "role:growth-pm",
      "kind": "involves_role"
    },
    {
      "from": "workflow:product-discovery",
      "to": "domain:software-engineering",
      "kind": "applies_to_domain"
    },
    {
      "from": "workflow:product-discovery",
      "to": "domain:customer-experience",
      "kind": "applies_to_domain"
    },
    {
      "from": "workflow:product-discovery",
      "to": "domain:business-intelligence",
      "kind": "applies_to_domain"
    },
    {
      "from": "workflow:product-discovery",
      "to": "responsibility:user-research",
      "kind": "triggers_responsibility"
    },
    {
      "from": "workflow:product-discovery",
      "to": "responsibility:market-research",
      "kind": "triggers_responsibility"
    },
    {
      "from": "workflow:product-discovery",
      "to": "responsibility:strategic-planning",
      "kind": "triggers_responsibility"
    },
    {
      "from": "workflow:product-discovery",
      "to": "responsibility:backlog-grooming",
      "kind": "triggers_responsibility"
    },
    {
      "from": "workflow:product-discovery",
      "to": "responsibility:stakeholder-communication",
      "kind": "triggers_responsibility"
    }
  ],
  "incomingEdges": [
    {
      "from": "lib-agent:entrepreneurship--accelerator-director",
      "to": "workflow:product-discovery",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:entrepreneurship--angel-investor",
      "to": "workflow:product-discovery",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:entrepreneurship--business-model-strategist",
      "to": "workflow:product-discovery",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:entrepreneurship--customer-dev-expert",
      "to": "workflow:product-discovery",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:entrepreneurship--founder-coach",
      "to": "workflow:product-discovery",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:entrepreneurship--growth-hacker",
      "to": "workflow:product-discovery",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:entrepreneurship--lean-startup-expert",
      "to": "workflow:product-discovery",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:entrepreneurship--market-analyst",
      "to": "workflow:product-discovery",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:entrepreneurship--ops-scaling",
      "to": "workflow:product-discovery",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:entrepreneurship--pitch-coach",
      "to": "workflow:product-discovery",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:entrepreneurship--pmf-expert",
      "to": "workflow:product-discovery",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:entrepreneurship--startup-cfo",
      "to": "workflow:product-discovery",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:entrepreneurship--startup-lawyer",
      "to": "workflow:product-discovery",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:entrepreneurship--talent-acquisition",
      "to": "workflow:product-discovery",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:entrepreneurship--vc-partner",
      "to": "workflow:product-discovery",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:network-programming--security-testing-expert",
      "to": "workflow:product-discovery",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:product-management--customer-success-pm",
      "to": "workflow:product-discovery",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:product-management--data-pm",
      "to": "workflow:product-discovery",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:product-management--growth-pm",
      "to": "workflow:product-discovery",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:product-management--gtm-strategist",
      "to": "workflow:product-discovery",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:product-management--jtbd-specialist",
      "to": "workflow:product-discovery",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:product-management--market-analyst",
      "to": "workflow:product-discovery",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:product-management--prioritization-expert",
      "to": "workflow:product-discovery",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:product-management--product-strategist",
      "to": "workflow:product-discovery",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:product-management--requirements-analyst",
      "to": "workflow:product-discovery",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:product-management--stakeholder-manager",
      "to": "workflow:product-discovery",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:product-management--technical-pm",
      "to": "workflow:product-discovery",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:product-management--user-researcher",
      "to": "workflow:product-discovery",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:ux-ui-design--ab-testing",
      "to": "workflow:product-discovery",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:ux-ui-design--accessibility-verifier",
      "to": "workflow:product-discovery",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 0.7
      }
    },
    {
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    },
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}

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