AI ROI

Turn AI spend into a number your executive team can trust

Token costs are rising and every executive is asking what they're buying. LinearB's AI ROI dashboard ties the drop in your cost per effective PR to the pull requests you shipped, so you can show total value gained, not just activity.

Trusted by the teams transforming software delivery

What your software factory is doing to your engineers

AI shifted engineers from writing code to reviewing it. Learn to read the strain signals in your own engineering data - before they show up as attrition.

Total Value Gained

See the total value your AI investment has returned

The AI ROI dashboard takes the drop in your cost per effective PR between two periods and multiplies that saving across the PRs you delivered. Total value gained is the one number you can put in front of your executive team.

Cost Per Effective PR

Measure what a delivered pull request actually costs

Cost per effective PR divides your total engineering cost, people and AI combined, by your effective PRs, pull requests merged with your rework rate discounted out. Track it as a trend to see cost fall while effective PRs rise.

AI Velocity Gains

Track the velocity gains from leveraging AI

Total effective PRs and effective weekly PRs per developer show how much of your team's work translated into production value. LinearB research found the merge rate for the top cohort of AI users more than doubled year over year.

Rework Rate Guardrail

Monitor software quality as AI usage scales

Rework rate is the share of merged work that needs to be redone, and a PR you merge and then rewrite spends from your AI budget twice. Use it as the guardrail that catches falling cost per PR masking rising quality problems.