workflow:alternative-data-evaluation

{
  "id": "workflow:alternative-data-evaluation",
  "_kind": "Workflow",
  "_file": "workflows/workflows/workflows-quant-research.yaml",
  "_cluster": "workflows",
  "attributes": {
    "displayName": "Alternative Data Evaluation",
    "workflowKind": "development",
    "triggerType": "on-demand",
    "typicalCadence": "per-dataset-evaluation",
    "complexity": "cross-team",
    "description": "Evaluates new alternative data sources for investable alpha signal —\nassessing data vendor delivery reliability and coverage, profiling\ndata quality (missing values, staleness, survivorship bias), performing\npoint-in-time correctness validation to prevent look-ahead bias,\nrunning univariate predictive tests against forward returns, estimating\nincremental information content versus existing factor library, and\nanalyzing regulatory/compliance implications of data usage. Produces\ndata evaluation scorecards with signal strength metrics, cost-benefit\nanalysis, and integration recommendations. Excludes vendor contract\nnegotiation and data infrastructure provisioning.\n"
  },
  "outgoingEdges": [
    {
      "from": "workflow:alternative-data-evaluation",
      "to": "role:quantitative-analyst",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:alternative-data-evaluation",
      "to": "role:research-analyst",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:alternative-data-evaluation",
      "to": "role:data-engineer",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:alternative-data-evaluation",
      "to": "role:compliance-officer",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:alternative-data-evaluation",
      "to": "skill-area:python-data-pipelines",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:alternative-data-evaluation",
      "to": "skill-area:data-quality",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:alternative-data-evaluation",
      "to": "domain:quantitative-finance",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:alternative-data-evaluation",
      "to": "domain:market-data",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:alternative-data-evaluation",
      "to": "domain:data-engineering",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:alternative-data-evaluation",
      "to": "responsibility:data-quality-monitoring",
      "kind": "triggers_responsibility",
      "attributes": {}
    },
    {
      "from": "workflow:alternative-data-evaluation",
      "to": "responsibility:research-publication",
      "kind": "triggers_responsibility",
      "attributes": {}
    },
    {
      "from": "workflow:alternative-data-evaluation",
      "to": "org-unit:quant-research",
      "kind": "performed_by_org_unit",
      "attributes": {}
    },
    {
      "from": "workflow:alternative-data-evaluation",
      "to": "org-unit:trading-compliance",
      "kind": "performed_by_org_unit",
      "attributes": {}
    }
  ],
  "incomingEdges": []
}