Insights
Writing from the practice — not the marketing brief.
Engineering writeups, sovereign-deployment notes, and field observations from regulated-AI engagements. Written by the engineers and consultants who did the work — not extracted from a Twitter thread.
More writing
27 May 2026·7 min readHistorical AIS Data Sources and AIS Dataset Workflows for Research
A practitioner guide to sourcing historical AIS data for vessel tracking research. Learn how to select AIS dataset providers, derive port call data, and prepare trajectory prediction pipelines.
27 May 2026·8 min readAddressing the AI talent shortage for agentic systems in India
India faces a demand supply gap for agentic ai talent. This post maps the causes of the ai skills gap and explains how IDEA Foundation delivers dependable agent builds with tool-ready engineers.
