Independent research institute

Building the next public infrastructure.

An independent research institute engineering open-access public data utilities, socio-economic intelligence models, and climate-resilient frameworks. Completely accessible, fully verified, and free.

Explore Products

To understand our data pipelines, synthesis rubrics, and automated validation layers, read the complete Research Methodology & Data Framework ↗.

Selected Products & Initiatives

AI First Corporations Observatory

Flagship Research

An empirical research repository cataloging the structural transition from Cloud-First to AI-First enterprise architectures. Tracks the global top 50 corporations across custom silicon ASICs, sovereign compute cluster deployments, foundation model ecosystems, and workflow transformations.

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Leadership
Sadman Samin Founder