AI runs on megawatts.
MWX converts your expected AI workload into the power, location and capital strategy required to build it.
From compute to infrastructure
MWX connects the three decisions that determine whether an AI workload can become viable infrastructure.
Use a managed model.
For proprietary models and projects that need to launch quickly.
MWX evaluates expected usage, data location, service requirements, pricing exposure and future growth.
Rent GPU capacity.
For open and custom models that need dedicated compute without hardware ownership.
MWX compares on-demand, spot and reserved capacity against utilisation, availability, duration and provider pricing.
Build your own capacity.
For stable, large-scale or sovereign workloads where control can justify the investment.
MWX converts the compute configuration into power requirements and evaluates locations, grid access, energy costs and infrastructure risk.
One question. One clear infrastructure decision.
Describe what you need to run. MWX compares managed, rent and own and tells you what to do next.
What are you trying to run?
Describe the project in your own words.
Describe the project…
See the impact before committing
MWX measures every route in time, total cost and capital so you can see the impact before committing.
80%+ less time to an initial decision
Designed to replace separate API, GPU, energy and infrastructure assessments with one comparable decision case.
Cost calculated for every project
See the expected cost difference between ACCESS, RENT, OWN and HYBRID over the same investment horizon.
CAPEX avoided or deferred
Understand how much capital can be avoided or postponed by accessing or renting capacity before owning infrastructure.
Break-even month identified
Know the demand, utilisation and time threshold at which ownership becomes more economical than managed or rented capacity.
Frequently asked questions
What MWX is, what it is not, and what you get from it.
- MWX converts an expected AI workload into a decision-ready compute, power, location and capital strategy. You describe what you need to run, and MWX compares managed access, rented capacity and owned infrastructure against your timing, control and capital constraints.
- No. MWX does not sell or broker compute. It is a decision engine: it tells you which route makes sense, why, and what to do next.
- Data-centre developers, AI infrastructure investors, GPU cloud providers, infrastructure funds, enterprise AI buyers, energy and grid strategy teams, lenders and technical advisers.
- A description of the workload in plain language: what it does, when it must launch, where data must stay and how demand could grow. MWX structures the rest.
- Every route is measured over the same investment horizon in time, total cost and capital, including the break-even point at which ownership becomes more economical than managed or rented capacity.
- No. MWX gives you a comparable decision case fast, so detailed engineering, grid and financing work starts from the right route.
What does your workload need to become real?
Describe it. MWX will calculate the power and show you the path forward.