AI Tool Cost is the monthly estimated cost per AI tool, plus a utilization view showing how many billing seats had actual activity in the period. It's the spend-and-utilization side of AI Governance — pair it with adoption and impact to evaluate AI return on investment.
What it measures
For each connected AI tool, the estimated monthly cost based on the data sources Leanmote can access, alongside utilization (the share of paid seats that recorded any activity in the period).
How Leanmote calculates it
GitHub Copilot — cost is pulled directly from billing seat data.
Claude Code — cost is estimated from active users × seat price for the period.
Cursor — cost is estimated from active users × seat price for the period.
Other tools: cost source depends on the integration; a tool's panel will show its source label.
Utilization is computed per tool: the count of billing seats that had any recorded AI activity divided by the total provisioned seats.
How to interpret it
Cost rising with adoption — expected. Pair with AI Intensity and AI Lead Time Comparison to validate that the additional cost is producing gains.
Cost rising without rising AI-assisted PRs — seats may be unused or activity is going to non-coding tasks. Audit who has access.
Low utilization on paid seats — seats are sitting idle. Reclaim and reassign before the next renewal.
Cost flat with rising adoption — your seat plan is being maximized. Negotiate a better rate at next renewal.
Cost accuracy notes
Copilot cost is taken from billing seat data when access is granted; otherwise the integration shows what it can.
For Claude Code and Cursor, cost is an estimate derived from active users × seat price configured in your AI Governance setup. If your actual contract differs (volume discounts, committed spend), update the configured seat price.
Bulk-license discounts and committed spend agreements aren't auto-detected.
What to do about it
Track cost per AI-assisted PR (Cost / AI-assisted PRs) as a unit-economics indicator.
Investigate Idle users with paid seats — see AI User Engagement Segments.
Use trends quarterly, not monthly — usage and cost both swing with project intensity.
Related metrics
AI User Engagement Segments
AI-assisted PRs
AI Governance metrics overview