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.
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- 27 May 2026·7 min read
Historical 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 read
Addressing 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.
