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ESSAY ·Due Diligence for the AI Buildout

Legal and contract DD

Corporate structure, material contracts, change-of-control provisions, non-compete enforceability, IP filings and freedom-to-operate, litigation exposure. Where the deal thesis meets the paper record.

28 August 2026 · 27 min read
ESSAY ·Due Diligence for the AI Buildout

Organisational, key personnel, culture, and systems DD

The workstream that tests whether the target's people, culture, and systems can execute what the other workstreams describe. Where post-close value destruction most often begins.

27 August 2026 · 29 min read
ESSAY ·Grid-to-Chip

Grid-to-Chip P3 · Campus Power: MV distribution, SSTs and the power-transformer bottleneck

Third stage of Grid-to-Chip. P3.1 site power transformer (HV to MV, 48-60+ mo lead times), P3.2 MV distribution, P3.3 hall conversion (SST vs conventional), P3.4 hall interface. 800V DC changes where conversion happens; SSTs sit at the intersection.

27 August 2026 · 44 min read
ESSAY ·Grid-to-Chip

Grid-to-Chip P2 · Grid Access: connection rights, regulatory regimes and the transmission side

Second stage of the Grid-to-Chip framework. P2 as grid access globally. IEA 2.5+ TW queue worldwide. Five regime archetypes: ISO/RTO, VIU, TSO/DSO, state allocation, hybrid infrastructure. Three sub-problems. US deepest case study; UK, EU, APAC, MENA.

27 August 2026 · 52 min read
ESSAY ·Grid-to-Chip

Grid-to-Chip P1 · Electrons: firm generation for the AI campus

The first stage of the Grid-to-Chip framework. P1 is a contract, not a machine. Three-tier vendor taxonomy, 2024-2026 hyperscaler comps, per-tier scorecards with worked aggregates, falsification triggers, watch calendar. Sequencing beats archetype selection.

27 August 2026 · 59 min read
ESSAY

DG Matrix: Underwriting the Multi-Port SST Bet at the AI Factory Perimeter

A reference underwriting of DG Matrix, the first commercially available multi-port solid-state transformer. Interport product, NC State FREEDM Center technology provenance, Nvidia MGX ecosystem qualification (June 17, 2026), $60M Series A led by Engine Ventures with ABB and Mitsubishi Heavy Industr

26 August 2026 · 55 min read
ESSAY

Grid-to-Chip: The AI Power Buildout, Mapped

The AI power buildout runs on two parallel chains and one overlay. Power chain: the stages from generator (P1) to transistor (P5). Heat chain: the stages from die (H1) to atmosphere (H4). AC-to-DC overlay across P3-P5. Cross-cutting layers for storage-and-decoupling and control-and-orchestration.

26 August 2026 · 30 min read
ESSAY

Solid-State Transformers in 2026: Heron, DG Matrix, and the MV Bottleneck at the AI Factory Perimeter

Solid-state transformers moved from academic research to commercial category in 2026. Two demand drivers created the opening: Nvidia 800V DC AI factory pull (MGX 800V racks H2 2026; native 2027) and constrained conventional MV transformer supply (48-60+ month lead times reported). Primary spotlight

26 August 2026 · 58 min read
ESSAY ·Due Diligence for the AI Buildout

Capex, growth economics, and projection stress-testing

Capex per dollar of revenue growth, incremental vs average unit economics, three downside scenarios, compound stress, and the refinancing risk on 2020-2022 vintage debt.

26 August 2026 · 27 min read
ESSAY

Empower Semiconductor: What ADI Bought for $1.5 Billion

ADI acquired Empower Semiconductor for $1.5B in July 2026. The deep-dive: what the acquisition actually buys (ECAP silicon capacitors, FinFast IVR platform, Crescendo kilowatt-class vertical power delivery), the four-way on-package contest with Ferric, PowerLattice, and Vicor, the Marvell PIVR ecos

25 August 2026 · 30 min read
ESSAY ·Due Diligence for the AI Buildout

Quality of earnings and working capital DD

The workstream testing whether reported financials describe the underlying business. Add-back discipline, dynamic working capital modelling, and the OEM balance-sheet financing that CIMs under-disclose.

25 August 2026 · 28 min read
ESSAY ·Due Diligence for the AI Buildout

Manufacturing, IP, and supply chain DD

Capacity vs demand, yield analysis, IP audit across four categories, and tier 1/tier 2 supply chain audit. Where technical DD tests the product, this workstream tests the business making it.

24 August 2026 · 29 min read
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Written by Adi Kumar · Privacy