Data center, cloud, and AI infrastructure solutions

Start with the decision in front of you, then move into a concrete scorecard, memo, or forecast.

Use these pages to compare which project, region, supply path, or investment question needs attention next. Start with Customers if you want the buyer-first entry point, or use Solutions to inspect the decision logic and deliverables behind that work.

All industries Energy Utilities Data centers Semiconductors Cloud Models Applications Enterprises

Semiconductors • Cloud

GPU HBM and Packaging Risk

Test whether HBM, advanced packaging, or allocation bottlenecks are likely to delay a GPU program.

See GPU supply risks

Cloud • Data centers

Cloud Region Capacity Planning

Compare which regions can support the next expansion and what constraints are likely to block them.

See region capacity fit

Cloud • Models

Model Lifecycle TCO

Estimate $/token and total cost across training, fine-tuning, and inference stacks; expose sensitivities to utilization and power price.

Explore solution

Models • Applications • Cloud

API Reliability & Latency Optimization

Understand how serving topology, cache rates, and hardware tiers affect latency, reliability, and cost so teams can meet SLAs within budget.

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Applications • Models • Cloud

AI Workload Forecasting

Forecast serviceable demand, headroom, and cost pressure before capacity or SLA problems show up.

See workload forecast drivers

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