AI that pays rent to the place it sits in.
We make a place AI-ready — the people, the businesses, the compute and the power — and return every output to the community that hosts it. Heat, water, jobs, compute, revenue. Nothing extracted.
Take the inputs from a place and send the value somewhere else — or return it.
Hyperscale is an industrial-revolution business model applied to a post-industrial technology. It is not the only way. Campus-integrated, modular and islanded, every output goes back to the host.
Power
Extractive · hyperscale
Drawn from a grid that has moved from exporting surplus to importing at peak.
Regenerative · campus-integrated edge
Generated on site, islanded. No interconnection request; no added demand on the local feeder.
PJM capacity results 2028–29; Citizens Utility Board, July 2026Time
Extractive · hyperscale
Power delivery for large new data-centre projects in one utility territory: 2032 or later.
Regenerative · campus-integrated edge
Power island in service in months, not the 2032 horizon. Delivery clock set by equipment, not by a queue.
CBRE Chicago Data Center Market, H2 2025Water
Extractive · hyperscale
Large facilities draw 18,000 to 550,000 gallons a day.
Regenerative · campus-integrated edge
Closed-loop, direct-to-chip cooling. No cooling tower, no evaporative loss; fuel-cell condensate recovered.
Chicago Tribune, Aug 2026; own specHeat
Extractive · hyperscale
Rejected to the air.
Regenerative · campus-integrated edge
Recovered into the campus steam or hot-water loop, displacing purchased gas.
Own spec, modeledValue
Extractive · hyperscale
Capacity contracted by hyperscalers; the bill lands on the ratepayer; the dollars leave the state.
Regenerative · campus-integrated edge
Revenue share, in-kind compute, local construction and operations jobs. The plant, the heat, the jobs and the compute are here.
PJM Independent Market Monitor; own modelThe loop
Six steps, in the order they happen for a place. Training is the door; the plant is the destination; the returns are the point.
Train
Non-credit cohorts for the people already in the workforce — weeks, not semesters — structured to fit state training grants and stacking into existing credentials.
Read →02Assess
An on-site readiness audit of workflows, data and tooling that returns a scorecard and a roadmap ranked by return — including what should wait.
Read →03Build & Operate
Applications, agents and automation built from the roadmap, then run by us as a managed service — on compute inside your own state where that matters.
Read →04Host
Modular AI compute on campus and institutional land. The host contributes land, fuel and fibre paths, a thermal tie-in and authorisation — no capital, no interconnection queue.
Read →05Power
Islanded generation sited with the load — fuel cells, storage, solar — so the block never appears on the utility system. Plus community solar, high-power charging, smart-grid and off-grid work beyond the campus.
Read →06Return
Recovered heat into campus hot-water loops. Condensate returned as distilled water. In-kind compute for students and research. Trades trained on the live plant. Revenue that stays.
Read →One loop. Five doors.
Host compute. Earn from it. Put GPUs in students' hands.
Campus-integrated compute with its own power island. A share of capacity in kind for coursework, faculty and research; heat back into campus loops; trades trained on the live plant.
Read →EmployersFrom first cohort to running system.
Grant-structured workforce training, a readiness assessment that returns a ranked roadmap, then the systems to act on it — built and operated by us.
Read →Communities & municipalitiesBuild the utility instead of renting it.
Communities have done this before. Islanded generation, no ratepayer cost shift, no municipal water, no eminent domain — and the value retained where the load is.
Read →Hotels & distributed sitesA megawatt where you already have a roof, a feeder and fibre.
Modular edge compute for hospitality and multi-site portfolios: one megawatt per site, sited for what you have today and planned for what comes next.
Read →Energy solutionsCommunity solar. Storage. Charging. Off-grid.
Pre-development and development for investor clients and our own solar — plus high-power EV and truck charging, smart-grid and off-grid systems, and power islands where the grid is the bottleneck.
Read →One 1 MW-class block
40-ft container · 8 racks · 960 kW IT · 1,152 kW facility load · islanded power · 4-hour storage
Fabricated off site, commissioned in months, scaled from one rack to a campus on the same standard. Compute and power delivery by Numetal, a TechOps.AI company.
Closed loop, no cooling tower, no evaporative loss.
Modeled against the regional grid average.
No combustion, no turbine rumble.
The load never appears on the utility system.
Modeled estimates for one configuration on an assumed site. Every figure is site-specific and subject to validation — validation is a condition precedent, not a formality.
What is in development, and what our principals brought with them.
Across Massachusetts and Texas. In development: land qualifies, permits are obtainable, interconnection applied for, no major red flags.
TechOps.AI portfolioDeveloped and sold or fund-acquired. This is the prior track record our principals bring, not a TechOps entity claim.
Principals' prior workOur own projects in Massachusetts, currently in development.
TechOps.AI portfolioDeveloped = built and sold, or acquired by a fund. In development = land qualifies, permits are obtainable, interconnection applied for, environmental applied or approvable, no major red flags.
Principals
Ashish Krishna
Power systems, interconnection & energy development
Ashish Krishna has developed energy projects for fifteen years — solar, community energy storage, smart-grid and microgrid systems — including 50 MW of solar developed before TechOps.AI. He carries the company's 250 MW / 1 GWh storage portfolio now in development across Massachusetts and Texas, leading capacity assessment, interconnection strategy, technical design, permitting and project modelling.
Girish Kapur
Sales, operations & workforce development
Girish Kapur is a technology, infrastructure and business strategist working across AI, data and analytics, digital infrastructure and renewable energy — solar, battery storage and energy-efficient infrastructure. He works where technology, physical infrastructure, energy, workforce development and economic growth meet, helping organisations turn emerging opportunities into initiatives that can actually be executed.
Start with the honest version.
Tell us the place — a campus, a company, a town, a portfolio of sites. We reply with what is possible, what it depends on, and what we would need to find out first.
Compute and power delivery is Numetal↗, a TechOps.AI company.