Atlas role finder

Quick example

SOC 15-1252 (software developers): median wage $130,500, employment 40.

Programmatic access

POST https://api.daedarch.ai/api/v4/execute
Content-Type: application/json
X-API-Key: <your key>

{
  "tool_id": "daedarch.business.atlas_intelligence_v1",
  "inputs": { "naics_code": "541511", "include_scenario_contrast": true }
}

Returns per-NAICS: SOC × NAICS transformations, scenario contrast (chatbot view vs system reality), impact metrics, tools contrast, industry packages, case studies, ventures targeting NAICS, SOC scores.

Underlying data

Direct collection access (read-only): atlas_oews (82.5k SOC × industry rows), atlas_transformations (23.8k transformation scenarios). Join on soc_code + naics_code. Wage data is current to BLS' May 2024 release.

daedarch.business.atlas_classify_v1

NAICS backfill from raw business descriptions.

system.atlas_consolidator

Unifies the 135 atlas collections into unified_atlas_data with canonical parameters.

system.atlas_ground_truth_refresh

Refreshes materialized ground-truth summary stats from the atlas corpus.

Research narrative: trellison.com/atlas