Same platform. A different first problem.
Developers fight the interconnect schedule. Colocation operators look for sellable headroom. GPU clouds fight idle capital. Enterprises need to explain their footprint. Aidni starts where your constraint is.
| Segment | First problem | Lead modules | |
|---|---|---|---|
| Developers & builders VP Development · Head of Design · Construction Director | Phase the campus to the power you will actually get. | GridThermalLedger | View |
| Colocation operators COO · VP Operations · Head of Capacity | Sell the headroom you already have, without breaking an SLA. | GridConduitThermal | View |
| GPU clouds CTO · Head of Infrastructure · CFO | Keep expensive GPUs powered, cooled and earning. | GridConduitLedger | View |
| Enterprise & public sector CIO · Facilities Director · Sustainability Lead | Run sovereign AI infrastructure you can explain to anyone. | ThermalLedgerConduit | View |
Phase the campus to the power you will actually get.
For teams taking a site from land and interconnect to energized halls. Aidni turns a staged utility schedule into a buildable, phased compute plan and a cooling design you can defend in permitting.
Read the solutionSell the headroom you already have, without breaking an SLA.
For operators with live halls and tenants. Aidni shows where power and cooling headroom actually sits, and lets agents help triage and plan changes inside your existing change control.
Read the solutionKeep expensive GPUs powered, cooled and earning.
For neoclouds and AI labs running dense accelerator fleets. When compute costs more than the building and ages out in 24–36 months, every idle or throttled GPU-month is capital lost. Aidni connects the scheduler to the power and thermal limits beneath it.
Read the solutionRun sovereign AI infrastructure you can explain to anyone.
For enterprises, universities and agencies operating their own AI capacity, often on-premises or air-gapped. Aidni deploys inside your boundary and produces the reporting your board and regulators expect.
Read the solutionBring us one site. We will show you its real capacity.
A six-week Site Assessment maps the power envelope, the cooling design and the compute plan for one facility, delivered by the engineers who build the platform.