Blog

Field notes.

What worked, what blew up, and what we'd do differently.

The readiness gap: why migrations fail before they start

Most migration projects die in the first 90 days. Here are the five signals we look for before we say yes to an engagement.

How we split up the documents, how we tested the answers, and the tradeoff between citing the right source and admitting when it doesn't know.

Five design principles for claims-intake automation: confidence routing, validation, review loops, drift monitoring, and platform fit.

A practical guide to the costs, sequencing, and hidden complexity of retiring Informatica for dbt and Airflow.

A practical decision framework based on workload depth, data shape, and operational appetite.