Measure merged work, not prompts
Insights starts with the pull requests your team actually accepts, so you see Tembo’s share of shipped code instead of activity that never lands.
You’ve asked your team to use AI. See what comes of it.
Insights connects agent sessions to the pull requests they produce, then rolls the results up across your workspace. No spreadsheets, no self-reported surveys.
See adoption by teammate and repository
Find the people and codebases getting the most from agents, and the ones that need a better workflow, template, or integration.
Understand where tokens go
Break usage down by model and by teammate across Anthropic, OpenAI, Google, and the other providers your workspace runs.
See who ships with Tembo.
Every teammate’s created and merged pull requests, with the share Tembo contributed to each.
PRs created and merged per person. See each teammate’s output across every connected repository in one table.
Tembo contribution per person. Know how much of each teammate’s merged work started with an agent.
Spot who to learn from. Your heaviest adopters are your best source of templates, instructions, and workflows to share.
PRs created and merged per person. See each teammate’s output across every connected repository in one table.
Tembo contribution per person. Know how much of each teammate’s merged work started with an agent.
Spot who to learn from. Your heaviest adopters are your best source of templates, instructions, and workflows to share.
Every repository, every Git provider.
Compare Tembo’s contribution across the codebases your team owns, from your main app to your data pipelines.
GitHub, GitLab, and Bitbucket together. Every connected repository rolls up into the same view, whatever provider hosts it.
Contribution by codebase. See where agents already carry the load and where they still need context or setup.
Ranked by impact. Repositories sort by Tembo-created pull requests so the biggest wins sit at the top.
GitHub, GitLab, and Bitbucket together. Every connected repository rolls up into the same view, whatever provider hosts it.
Contribution by codebase. See where agents already carry the load and where they still need context or setup.
Ranked by impact. Repositories sort by Tembo-created pull requests so the biggest wins sit at the top.
Know which models your team relies on.
The Models view shows total token usage, the teammates driving it, and the models doing the work.
Total tokens over time. Track workspace usage across any range, from the last day to the last year.
Top users by tokens. See who is driving usage, with relative bars that make outliers obvious.
Top models by provider. Compare Claude, GPT, Gemini, and the rest of the models your team chooses.
Total tokens over time. Track workspace usage across any range, from the last day to the last year.
Top users by tokens. See who is driving usage, with relative bars that make outliers obvious.
Top models by provider. Compare Claude, GPT, Gemini, and the rest of the models your team chooses.
The questions leadership asks, answered.
Insights turns pull request history and agent usage into numbers you can bring to a planning meeting.
Is AI changing what we ship?
Tembo contribution shows the share of merged pull requests that started with an agent, and how it moves month over month.
Is adoption growing?
Contribution and activity trends chart pull requests with and without Tembo across a day, week, month, or year.
Who should we learn from?
The team table ranks teammates by Tembo-created pull requests, so you can share what works.
Which codebases need help?
Low contribution in a repository usually means missing context, instructions, or environment setup.
Where is our model spend going?
Token usage by model and by teammate makes budget conversations concrete.
Is it worth it?
Sessions started, pull requests created, and pull requests merged sit side by side, so the return is visible.