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AHZ-RHRTIn production

RHRT

Automated industrial recruitment

Multi-tenant industrial recruitment core. A conversational state machine handles candidates over WhatsApp end to end: application, document validation, interview scheduling, and follow-up, with no human intervention in the standard flow.

Capabilities

  • Finite state machine (FSM) covering the full application cycle
  • UMBRA: LLM-driven behavioral scoring for no-show prediction
  • GeoMatch: candidate prioritization by real commute logistics
  • Strict per-organization data isolation via JWT

Validated metrics

45% → 28%

No-show rate reduction

27.1%

Fully autonomous conversion

$18.38 MXN

Cost per scheduled candidate

Technical stack

Node.jsTypeScriptMongoDBPythonFastAPIGroq API

Active clients

  • Talento Local (Monclova)
  • Agency HR (Mexico State)