Writing on agentic systems, data engineering and operational AI — straight from the studio floor.
Most AI initiatives die somewhere between the demo and the production rollout. The difference is rarely the model — it's everything around it.
Why we wire LLMs into CRMs, ERPs and warehouses through a workflow engine — and the patterns that keep those workflows maintainable.
AI is only as good as the data it can reach. The unglamorous work of pipelines, contracts and quality checks is what makes intelligent systems possible.