Independent analysis of data centre power architecture, autonomous operations, and the infrastructure behind AI. By Adi Kumar.
Advising PE sponsors, hyperscaler strategy teams, industrial acquirers, management consulting firms, and equity research on industrials, automation and control, and AI infrastructure. Commercial and technical diligence.How I work →
Knowledge base
Knowledge base · canonical index
Knowledge base
The canonical index of frameworks, named theses, topic hubs, and comparison references on adikumar.co. Written for practitioners, sponsors and analysts working on AI infrastructure. All content is by Aditya (Adi) Kumar, an independent analyst covering AI data centre power, industrial technology, and commercial + technical due diligence.
How the site is organised
Everything on adikumar.co maps onto three canonical frameworks that compose with each other, eight series that instantiate them, and a reference layer of topic hubs, comparison hubs, living indexes, glossary and companion reference assets. The diagram below is the single-page map.
Figure 1. Site architecture: frameworks, series, reference surfaces, companion assets.
The three frameworks compose as physical infrastructure (AI Power Chain) plus capital allocation (Investment Layer) plus operational underwriting (Due Diligence). Each essay in the corpus sits inside a series that instantiates one of those three frameworks. Reference surfaces (topic hubs, comparison hubs, living indexes, glossary) are where practitioners look for specific answers rather than reading through long-form arguments. The three companion reference assets (Question Banks, Seller-side workbook, DD Evidence Matrix) are proprietary tools that ship alongside the frameworks.