Anonymised engagements across finance, health, legal, and insurance. Names changed, outcomes real.
Challenge. Manual compliance review covered a fraction of advised-sales calls, leaving a conduct-risk blind spot.
What we built. Voice OCR + governed LLM scoring with citation-first findings and a human review queue for flagged calls.
Challenge. Clinicians could not find prior guidance quickly; PHI made naive search a non-starter.
What we built. De-identified ingestion, hybrid retrieval with an eval harness, and PHI segmentation enforced in the pipeline.
Challenge. Contract review was slow, and confidentiality rules made off-the-shelf tools unusable.
What we built. Matter-level access control, privilege-preserving retrieval, and schema-validated extraction with provenance.
Challenge. Unstructured claims documents bottlenecked the entire downstream process.
What we built. Document OCR into validated schemas with confidence scoring and redaction of sensitive fields.
Start with a free Architecture Audit. We sign your NDA, you get a build roadmap.