01 / COMPUTE
GPU Clusters
Plan usable GPU hours, network topology, checkpoint paths and failure recovery.
Explore GPU ClustersINDEPENDENT AI CLOUD INTELLIGENCE
Plan the cloud
behind the model.
Compare GPU capacity, understand inference economics and ask providers for evidence before you commit.
THE BUYING SEQUENCEWorkload to contract
01 / DEFINEWorkload and SLO
02 / MODELCapacity and cost
03 / VERIFYDelivery and evidence
01 / INFRASTRUCTURE FIELD GUIDE
Follow the infrastructure
from GPU to facility.
A usable cloud proposal connects compute, storage, the network and operations to the work you need done.
02 / INFERENCE
Model Serving
Compare dedicated replicas and managed endpoints against the same traffic and latency requirements.
Explore Model Serving03 / FACILITIES
Power and Delivery
Connect the workload plan to site power, facility milestones and fallback capacity.
Explore Power and Delivery02 / WORKING PLANNING TOOLS
Make the assumptions visible.
Compare two capacity plans, estimate serving costs and create a brief that engineers, finance and procurement can review together.
Open the planning tools01
Capacity ComparatorModel two cluster proposals using the same required work, deadline and cost boundaries.
02Inference EconomicsSize illustrative replica capacity and compare monthly token and dedicated cost scenarios.
03Evidence Brief BuilderTurn an infrastructure shortlist into a downloadable request for evidence.
03 / RESEARCH DESK
Ask what the numbers mean.
RESEARCH NOTE 01
Measure Useful Work
Put MLPerf, repeat runs, utilization and recovery evidence in their proper context.
Explore Measure Useful WorkRESEARCH NOTE 02
Power and Delivery
Read the IEA’s data-centre findings and translate power claims into questions a provider can answer.
Explore Power and DeliveryRESEARCH NOTE 03
Govern the Handoff
Use a traceable acceptance record for security, regions and production accountability.
Explore Govern the HandoffFROM RESEARCH TO PROCUREMENT
Start with an evidence brief
Take the workload, questions and evidence gaps into your next provider conversation.