Perspectives on the data
that powers AI.
Writing from the Seneca team on data engineering, AI systems, and the infrastructure decisions that determine whether those systems hold up under real load.
AI operations readiness for SMB fintech: closing the gaps
AI operations readiness means trustworthy data, governed models, and runnable operations under audit. The three gaps that block it for SMB fintech — and how a structured engagement closes them.
Why your SMB should ditch legacy ETL in 2025
Legacy ETL pipelines were built for a world that no longer exists. Here is why mid-market firms are replacing overnight batch jobs with observable, event-driven infrastructure — and what that shift actually requires.
Cloud-native ETL migration for SMB fintech: de-risking the cutover
A cloud-native ETL migration is not a platform swap — it is a data-foundations rebuild. The three failure modes that derail SMB fintech migrations, and how a structured intelligence-engineering engagement gets the team to a cutover they can defend.