Guides for understanding and controlling AI spend
Clear, step-by-step guidance for building visibility, ownership, and sensible controls around your team's AI costs.
How to Track OpenAI API Costs Across a Team
Build a reliable OpenAI cost-tracking process that separates financial totals from operational usage, maps spend to accountable owners, and catches changes before the invoice arrives.
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7 guides
Budgeting Claude API costs for a small team: model rates, caching, batch discounts, and per-person spend tracking
Claude API costs depend on several multipliers on top of per-token rates. A small team can estimate monthly spend per model, allow for the newer tokenizer, and keep spend visible per person and per project.
Runway AI Video Prompting: A Practical Workflow for Marketing Teams
Runway AI video prompting works best when teams separate what belongs in the image from what should happen over time. This guide shows marketing teams how to choose a starting approach, write focused prompts, iterate on shots, troubleshoot common problems, and extend successful clips into longer sequences.
AI Video Budgets for Agencies: Calculate Cost per Approved Clip
Estimate what an approved AI video clip really costs. Use a reusable budget worksheet, a clearly labeled example, and a project-pricing formula to account for retries, labor, review, and margin.
AI Cost Alerts: Thresholds That Actually Work
Design AI cost alerts that catch meaningful risk early without creating notification fatigue or unsafe automatic shutdowns.
How to Allocate AI Costs by Project
Allocate AI costs to projects with clear metadata, deterministic rules, shared-cost policies, and reconciliation controls.
How to Set an AI Budget for a Small Company
Build an AI budget that separates operations from experiments, assigns ownership, forecasts spend, and turns thresholds into specific actions.
How to Track OpenAI API Costs Across a Team
Build a reliable OpenAI cost-tracking process that separates financial totals from operational usage, maps spend to accountable owners, and catches changes before the invoice arrives.