Insights

Engineering write-ups, not marketing posts. Grounded in what we've actually built.

6 July 2026 Lake-level governance: contracts, lineage, and DLP at rest The document pipeline stops PII at the intake boundary. The lake has a different problem: governing data once it's already landed. Data contracts, lineage, and DLP at rest, explained.
22 June 2026 Evaluation-gated model promotion: why your candidate model has to earn traffic A new model version shouldn't get traffic by default. The mechanics of evaluation-gated promotion — what the gate checks, and why 'no gate, no promotion' is the whole point.
8 June 2026 The secure document pipeline: PGP, Vault, and where PII actually gets stopped How we built PGP-encrypted intake, DLP-based redaction and Vault key management into an enterprise GenAI programme — so plaintext PII never enters the processing graph.