Intelligence-engineering reading for the systems
you actually ship.
From our engagement notes: working material on the data engineering migrations, AI operations surfaces, and procurement contexts our team sees most often. Written for a buyer who has to act on it on Monday morning, not for somebody who has to skim it over coffee.
Cloud-native ETL migration for SMB fintech
Why overnight batch ETL blocks the next move for small fintech teams, and what a cloud-native migration that respects regulator-shaped demands actually looks like.
AI operations readiness checklist
Beyond the demo: what AI operations readiness actually means — the eval harness is the spine, observability surfaces for AI output, policy rails and audit trails, and a checklist you can run against your own system tomorrow.
Veteran-owned intelligence engineering consultancies for federal work
VOSB and SDVOSB set-aside eligibility for intelligence-engineering work: data engineering, AI systems, and governance for federal and state vehicles — across cloud-native and on-prem deployments.
Tell us what is on fire.
A short note describing the system, the data, and the deadline — or a 30-minute slot if the scope is already firmer. A written reply within one business day.