The AI Capacity Layer for Data Centers
Headroom runs thousands of physics simulations across your facility, surfaces the megawatts stranded behind conservative safety margins, and proves every one is safe to sell under N+1.
Design partners — coming soon
The Platform
The Engine
Headroom searches the full space of how a facility can run — then proves what's safe. Physics at machine scale, on the research frontier, applied to your halls.
Headroom generates and simulates thousands of configurations — every power topology, cooling design, and rack placement — searches the entire design space, then ranks by PUE, capex, and safely-placeable capacity.
High-fidelity CFD and power-flow simulations run hundreds at a time on GPU compute — exploring in an afternoon what conventional methods take a year to cover.
Our methods sit in the lineage of the field's cutting edge — RL control proven when DeepMind cut data-center cooling energy by 40%, generative world-model simulation (NVIDIA Omniverse, Cosmos), and 2026 research recovering ~10% stranded power in 100 MW-class clusters.
A live digital twin re-optimizes every cycle as load shifts across the floor — always current, never a stale snapshot.
Every recommendation is stress-tested against N+1 / 2N failure across thousands of scenarios before it reaches you — so capacity is reclaimed while 99.995% uptime stays fully intact.
Every facility Headroom optimizes sharpens the models for the next — across the whole estate.
Superhuman search, superhuman physics, machine-speed verification — running continuously, as one layer.
Results
On a typical hall, roughly a tenth of built capacity sits stranded — powered, cooled, and unsold. Headroom finds the share that's safely sellable, where manual audits surface only a fraction.
STRANDED CAPACITY FOUND
Higher is better · % of built capacity
Illustrative figures.
Operators leave power stranded, cool harder than physics requires, and over-build every site — all for safety. Headroom replaces the guesswork with one verified layer, from blueprint to live hall.
HEADROOM DESIGN
Simulate the facility before the concrete is poured. Right-size power and cooling, cut overbuild, and lock in a better PUE for the life of the building.
Simulated 240 layouts. Best plan holds a 1.34 PUE at design load with N+1 intact.
Hall B is over-cooling 2.4×. Raising supply air +2.6°C holds every inlet in band and cuts cooling load.
HEADROOM COOL
Trim the 2–3× over-cooling most halls run — while holding every inlet temperature safely in band. Lower your biggest energy cost with no change to reliability.
HEADROOM RECLAIM · FLAGSHIP
Prove exactly how much capacity is safely sellable today — no new construction, no new grid connection. Same building. More megawatts. New revenue.
Hall C: 12.4 MW built, 8.9 MW contracted. 1.7 MW safely reclaimable today — verified against N+1 failure across 3 densification plans.
Recommended: Plan A adds ≈1.7 MW of sellable capacity — worth ~$2.4M/yr at $120/kW-mo, with zero new construction.
HEADROOM SCALE
Roll every product across all sites and the build pipeline. Each facility you optimize sharpens the models and grows the gains — until Headroom is the layer your estate runs on.
Estate ranked by reclaimable capacity. 6 sites · 7.9 MW total recoverable.
Comparison
DCIM dashboards show you data. Point tools cut one energy bill. Headroom is the only layer that turns stranded capacity into revenue—across the whole life of the facility, provably safe.
Every recommendation runs through Guardrail — uncertainty checks, worst-case verification, and instant fallback to your existing controls. Advisory-first, so your operators stay in command and your uptime guarantee is never the thing we optimize.