Claims, contracts, and call recordings into clean, structured data your systems can act on. Lossless intake, schema-validated output, and a human review path where accuracy is non-negotiable.
What we do
Document intake
OCR and layout-aware extraction for scans, PDFs, and forms — landed lossless and tagged at source.
Voice transcription
Whisper-class transcription for calls and dictation, with speaker separation and redaction of sensitive spans.
Schema enforcement
Structured output validated against your schemas, with confidence scores and a review queue for low-confidence rows.
Pipeline integration
Clean handoff into your downstream systems — no brittle copy-paste, full provenance back to the source page or timestamp.
What you walk away with
- Ingestion pipeline (docs + voice)
- Validated structured-output schemas
- Confidence scoring + human review queue
- Redaction layer for sensitive data
- Throughput and accuracy benchmarks