DATA PIPELINES FOR AI

The problem

MODELS ARE CHEAP. DATA IS HARD.

Every AI project fails in the same place — not the model, but the retrieval, the grounding, the eval set, the drift detection. The unsexy 90%.

What we build

THE 90% THAT ACTUALLY WORKS

• 01

  Document ingestion

  OCR, layout-aware parsing, table extraction, and PII handling for your specific corpus — PDFs, contracts, filings, scans.

• 02

  Retrieval system

  Hybrid search (BM25 + vector + metadata) with re-ranking. Tuned to your recall@k targets, not a vendor demo.

• 03

  Eval harness

  A living test suite that runs on every change. Catches regressions before they ship.

• 04

  Drift monitors

  Track input distribution, retrieval quality, and output quality over time. Alerts when your world shifts.