Capabilities that matter when GPU procurement decisions land on your desk.
AIForge Works combines provider-published pricing data, geographic intelligence, and workload-matched recommendations into a single platform. These are the features you reach for when you're evaluating GPU capacity under time pressure or budget constraints. These are not generic FinOps abstractions, but capabilities tied to how multi-cloud procurement decisions actually get made.
Built for infrastructure buyers
Features that matter when you're evaluating GPU capacity under time pressure and budget constraints.
GPU Rate and Assumption Review
GPU AuditPressure-test the paid rate and operating assumptions against the current AIForge Works public-catalog evidence. Public catalog visibility is not orderability, availability, or a live quote.
Cross-Cloud Normalization
PlatformEvery instance option from 9 providers is mapped to the same fields for GPU type, VRAM, interconnect, and region, so comparisons are made on one basis.
Geographic Deployment Intelligence
MapItMapIt shows provider-published footprint, regional comparison, and alternative geographies across nine providers. Move a geographic shortlist into MPA for pricing, or return from MPA to MapIt to inspect regional alternatives. Performance comparisons ship only when source data supports them.
Workload Scoring Engine
Cloud AdvisorCloud Advisor ranks public catalog candidates against stated workload requirements and keeps the inputs and reasoning visible.
Export Workflow
PlatformExport filtered CSVs for comparison and analysis. Procurement-formatted PDF reports are on the roadmap, so treat exports as review-ready data rather than finished executive briefings.
Conversational Intelligence
Ask ForgeAsk Forge is your AI assistant for navigating the tools. It can start with supported filters and scope from the current page, then provide evidence-backed guidance with source attribution.