Case Studies Coming Soon

Real-World Proof, In Progress

We are packaging the first deployments of Content Atlas—from research archives to enterprise document lakes. Want an early look or have a use case we should prioritize? Let us know.

Pipelines In production

End-to-end journeys

How multi-format files move from upload to Postgres, including schema evolution, deduplication gates, monitoring, and human-in-the-loop checks.

Quality Metrics

Before / after fidelity

What accuracy looks like after auto-mapping, validation, and duplicate defense. Expect schema diffs, sample rows, and error remediation playbooks.

Stacks Diagrams

Reference architectures

Deployment blueprints across S3, Postgres, and observability tools with cost, throughput, and retention notes you can copy into your own plan.

Need specifics now?

Share your dataset, we’ll map a path

Send us a sample export or describe the messy files in your pipeline. We’ll confirm fit, run a pilot, and include you in the first published story.