Framework authority
Definitions and formulas AI answers can cite.
These pages turn RunPlacement's decision model into extractable concepts: workload placement, useful GPU-hours, cloud bill shock taxonomy, cloud exit payback, and infrastructure control premium.
Workload placement
Workload placement frameworks
The baseline worksheet for choosing a placement category before comparing vendors.
Choose workload placement by matching the workload's cost driver, data movement, performance needs, operational tolerance, and commitment horizon to the right infrastructure category.
Workload placementManaged Platform vs Infrastructure Control Frameworkinfrastructure control premiumA managed platform is better when it removes operational work the team should not own; direct infrastructure is better when control creates enough performance, cost, or compliance value to justify the burden.
GPU pricing
GPU pricing frameworks
Quote review, useful GPU-hours, data movement, utilization, and provider tradeoffs.
AWS bill shock
AWS bill shock frameworks
Line-item triage before assuming the whole cloud placement is wrong.
Cloud migration
Cloud migration frameworks
Exit costs, payback windows, portability, and partial move decisions.