Capabilities that matter when GPU procurement decisions land on your desk.
AIForge Works combines independent 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 — 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.
Silicon Arbitrage Detection
GPU AuditUncover the H100 floor delta — 48% average, with a 30–60% range across the H100, A100, L40S, and H200 series. GPU Audit flags overpayment opportunities that manual comparison misses.
Cross-Cloud Normalization
PlatformEvery SKU from 9 providers mapped to a unified schema — GPU type, VRAM, interconnect, region — so comparisons are apples-to-apples.
Geographic Deployment Intelligence
MapItMapIt shows provider footprint, workload-fit geography, and alternatives across nine providers — with topology truth and canonical market normalization built in. Performance remains feed-qualified until source data supports it.
Workload Scoring Engine
Cloud AdvisorCloud Advisor weights cost (50%), performance (30%), and risk (20%) against your specific workload parameters to rank provider options.
Export Workflow
PlatformExport filtered CSVs for comparison and analysis. Procurement-formatted PDF reports are a hardening item, so treat exports as review-ready data rather than finished executive briefings.
Conversational Intelligence
Ask ForgeAsk Forge is a contextual assistant grounded in the current page and visible results. Get answers tied to what's on screen, with source attribution.