Track cycle time, review load, PR flow, and whether AI-related signals move with better outcomes. Connect GitHub without reading source code.
The delivery problems most leaders feel before they can prove them.
Work is still shipping, but something slowed down. You need to know whether the delay is coding, review, or merge time.
A few pull requests can consume the whole review queue. Without repo-level visibility, every slowdown looks random.
AI can speed up coding, but it can also increase review load. You need the delivery metrics next to the signal, not another opinion.
Tformance connects to GitHub and shows the flow behind those answers.
Delivery visibility, review load, and team trends in one dashboard.
PRs, commits, reviews, cycle time, and AI-related signals
Developer surveys, sentiment, weekly digests
Meeting load, focus time, availability patterns
Ticket linking, sprint velocity, project tracking
Loading preview...
Use arrow keys to navigate between features
Three steps. Five minutes. No code changes.
One click to connect:
No agents. No code changes. Just OAuth.
We collect metrics automatically:
Daily sync. No manual work.
Dashboard with clear answers:
See what changed, where work is stuck, and where to look first.
Dashboards with context, not raw CSV exports.
Compare delivery outcomes side by side, then use AI-related signals as one lens for interpretation.
See where review load is concentrated before the queue becomes the team's bottleneck.
Week-over-week delivery trends. Track whether outcomes improve as your process changes.
Automated summary in your Slack channel. A weekly view of flow, review load, and changes worth discussing.
Weekly Delivery Brief
This week: cycle time improved 18% while review load stayed flat.
Seriously. Not a single line. Here's exactly what we access.
Your code stays in GitHub. We only see metadata.
Our GitHub GraphQL query and a real response
pullRequests(first: 100, states: [MERGED, OPEN, CLOSED]) {
nodes {
number
title
body
state
createdAt
mergedAt
additions
deletions
isDraft
author { login }
labels { nodes { name, color } }
milestone { title, number, dueOn }
assignees { nodes { login } }
closingIssuesReferences { nodes { number, title } }
reviews {
nodes {
state # APPROVED, CHANGES_REQUESTED, COMMENTED
body
submittedAt
author { login }
}
}
commits {
nodes {
commit {
oid # Git SHA
message
additions
deletions
author { date, user { login } }
}
}
}
files {
nodes {
path # File path only
additions
deletions
changeType # ADDED, MODIFIED, DELETED
}
}
}
}{
"number": 2420,
"title": "Inertia migration: Settings",
"state": "MERGED",
"createdAt": "2025-11-13T16:00:00Z",
"mergedAt": "2025-12-24T15:12:10Z",
"additions": 1700,
"deletions": 1611,
"isDraft": false,
"author": { "login": "pradumnkumar" },
"labels": { "nodes": [] },
"reviews": {
"nodes": [
{
"state": "APPROVED",
"submittedAt": "2025-12-24T15:09:44Z",
"author": { "login": "cousinemmanuel" }
}
]
},
"commits": {
"nodes": [
{
"commit": {
"oid": "b6cc8f045814...",
"message": "fix: linter issues",
"additions": 1,
"deletions": 2
}
}
]
},
"files": {
"nodes": [
{
"path": "app/controllers/settings/base_controller.rb",
"additions": 16,
"deletions": 0,
"changeType": "ADDED"
}
]
}
}Notice: No source code content, no diffs, no secrets. Just metadata about your PRs.
Minimal access. No lock-in. Your data, your rules.
Read-only access to PRs. No write permissions, no admin access, no repo settings.
Revoke access in one click. All your data is wiped—no questions, no lock-in.
Only your team sees your metrics. No public dashboards, no shared leaderboards.
Questions you might have before trying another tool.
Verify it quickly. Connect GitHub, inspect the raw pull-request data, and decide whether the trends match what your team already feels. The product should earn trust from the data, not from a pitch.
Very focused. Tformance is built around GitHub-first delivery visibility: cycle time, review load, PR flow, trends, and AI-related signals as a secondary lens. We keep the scope narrow so setup stays fast and the metrics stay legible.
If you need heavy workflow automation or enterprise finance reporting, use the tool built for that. If you want delivery visibility for a 15-75 developer team without enterprise sprawl, Tformance is a much faster way to get answers.
Straight feedback on whether the metrics help you act. Which views clarify delivery? Which charts are noise? What should be simpler? That is the feedback that improves the product fastest.
We treat AI-related metrics as directional signals, not perfect truth. The direct metrics are cycle time, review time, PR flow, and throughput. AI-related signals help you test whether those outcomes improve or worsen as usage changes.
Live now: GitHub integration, pull-request metrics, cycle time, review load, team-level trends, and public benchmarks. Coming next: Jira context, Slack summaries, and deeper team health signals.
Connect GitHub and get cycle time, review load, PR flow, and trend visibility in minutes.
Free during Alpha. No credit card required.
Start Free