AI infrastructure · Product · Capital

EnergizeAI – accelerating time to first FLOPs.

EnergizeAI is an AI infrastructure, product, and capital advisory for 10–100 MW AI factories. We help infra, cloud, and product leaders turn AI CapEx into working clusters, real workloads, and durable revenue — not just slideware and CapEx headlines.

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From first cluster to scaled AI factories across GPUs, custom ASICs, and cloud fabrics — with pragmatic trade-offs, not hype. We work with data center operators, cloud providers, sovereign / regional AI platforms, and infra investors planning 10–100+ MW builds.

AI infrastructure is no longer “nice to have”.

Hyperscalers, sovereign clouds, and emerging AI factories are racing to turn silicon and power into economic profit — yet most teams lack clear capacity, economics, and product strategy.

We help you move from disconnected spreadsheets to an investor-grade, board-ready narrative in weeks, not quarters.

CapEx without clarity

Billions are committed without shared models for utilization, breakeven revenue, or refresh cadence.

Fragmented roadmaps

Compute, networking, storage, and power plans rarely live in one coherent factory narrative.

Slow time to first FLOPs

Infra becomes ready long before product & GTM — leading to massive value leak.

What EnergizeAI does

We operate at the intersection of infrastructure, product, and finance. Think of us as your embedded AI infra strategy office - tying MW, topology, and workloads back to revenue and cash flows.

AI Factory Strategy

Capacity planning, site selection, and power strategy for 10–100 MW builds.

  • MW → revenue intensity models
  • 3–5 yr refresh and reuse plans
  • Scenarios across GPUs, ASICs, and cloud

Product & GTM Architecture

Turn raw compute into opinionated Train()/Serve() products.

  • Offer, SLAs, and pricing architecture
  • Topology-aware scheduling narratives
  • Partner and channel alignment

Investor-grade Modeling

DCF, ROIC, and revenue models that withstand diligence.

  • $ / GW trajectories & breakeven views
  • Scenario analysis & stress tests
  • SPV and capital structure design

How we work together

Clear phases, crisp decisions, and visible progress every week.

1

Diagnostic

We map your infra, product, and capital plans — and highlight the critical gaps.

2

Blueprint

We co-design a full factory + product + revenue roadmap with owners and timelines.

3

Execution

We embed with your teams to drive architecture decisions, deals, and launches.

Proof points

Examples of the kinds of artifacts and decisions we build together.

AI CapEx → Revenue Model

A model that ties MW / GW, utilization, and economics into revenue and free cash flow. Used with boards and investors.

AI Factory One-Pager

A narrative that explains your factory, topology, and products in a single, investor-friendly page.

Decision Log

Architecture, product, and financial decisions tracked with rationale, scenarios, and owners.

Leadership

The people behind EnergizeAI — building next-generation accelerated compute infrastructure. Builders with deep experience in cloud, compute, and AI infrastructure.

Biren Mehta

Biren Mehta

Founder & CEO, EnergizeAI in

Let’s energize your AI roadmap.

We work with founders, CTOs, CFOs, and infra / product leaders building AI scale — from first cluster to multi-GW portfolios.

  • 45–60 minute working session
  • 2–3 actionable decisions per call
  • No fluff — real architecture + economics