The short version We run an in-house recruitment tech platform that powers an entire business: candidate sourcing, BD pipeline, placements, predictions, MBR reporting, and a large set of AI-driven sourcing and enrichment workflows. Its mature, in
Specification-Driven Extraction Engineering: Design and maintain declarative extraction specifications—using Pydantic models, JSON schemas, or domain-specific languages—that describe exactly which fields to capture, their types, and validation rules. Implement pipelines that translate these specifications into executable extraction