UNMAPPEDAkwaaba
API DOCS ↗OPEN SKILLS-INTELLIGENCE INFRASTRUCTURE FOR LMICs
Make informal skills visible to the formal economy.
Three engines, independently callable. ESCO-coded skill profiles, LMIC-calibrated automation risk, and opportunity matches grounded in real ILO and World Bank data — with every number citing its source.
FOR EVERYONEI'm mapping my skillsTell us your story in plain language. We extract, classify, and surface the opportunities the formal economy can't yet see.START →FOR THIRD PARTIESI'm an employer, NGO, or governmentFive-minute integration. Mount any of the three engines in your own product. Add your country with one JSON file — zero code changes.INTEGRATIONS →
Three engines. Real data. Engine 01 maps skills · Engine 02 assesses risk · Engine 03 matches opportunities.