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New Research AI Impact Report: 167K PRs analyzed
tformance
Engineering Analytics + AI Impact

Understand your team's velocity. See if AI tools are actually helping.

Connect GitHub. Get instant dashboards showing PR metrics, cycle time, and review load. Compare AI-assisted work vs traditional—with data, not gut feelings.

Start Free See How It Works
Free during Alpha
No credit card
5 min setup

Sound Familiar?

You're not alone. These are the questions keeping engineering leaders up at night.

"Is Copilot worth $19/seat?"

You're paying for AI tools. Leadership wants ROI numbers. You have feelings, not data.

"Devs say AI helps, but metrics haven't moved"

Everyone loves Copilot. But cycle time? Same as before. Something doesn't add up.

"Code review backlog keeps growing"

AI writes code faster. Reviewers are drowning. PRs sit waiting for days.

Tformance connects to GitHub and shows you what's actually happening.

How It Works

Three steps. Five minutes. No code changes.

1

Connect

OAuth to your tools in one click:

  • GitHub (repos, PRs)
  • Jira (tickets, status) Soon
  • Slack (surveys) Soon

No agents. No code changes. Just OAuth.

2

We Track

We collect metrics automatically:

  • PR size, cycle time, reviews
  • AI tool detection (automatic)
  • Jira correlation Soon

Daily sync. No manual work.

3

You See

Dashboard with clear answers:

  • AI PRs vs traditional PRs
  • Adoption by team member
  • Who needs help, who's thriving

Spot who needs guidance. Find your champions.

What You Get Inside

Real dashboards. Real insights. Not just data dumps.

AI vs Traditional PRs

Side-by-side comparison of AI-assisted vs traditional pull requests.

Cycle time
AI: 2.1 days Trad: 3.4 days
Review rounds
AI: 1.3 Trad: 2.1
Lines changed
AI: 142 Trad: 89

Team Adoption View

See who's using AI tools effectively. Spot who might need support.

A
Champion
B
Growing
C
Needs help

Trend Charts

Week-over-week trends. See if AI adoption is actually improving velocity.

4 weeks ago This week

Weekly Slack Digest

Coming Soon

Automated summary in your Slack channel. Under development.

t

Weekly AI Impact Report

This week: 23 AI-assisted PRs shipped 38% faster than baseline.

We Never See Your Code

Seriously. Not a single line. Here's exactly what we access.

What We Collect

  • + PR metadata (title, size, timestamps)
  • + Review counts and cycle times
  • + File paths and change counts
  • + Author and reviewer info

What We NEVER Touch

  • - NO source code content
  • - NO file diffs or patches
  • - NO commit message bodies
  • - NO private messages

Your code stays in GitHub. We only see metadata.

Your Data Is Safe

We take security seriously. Here's how we protect your data.

SOC 2 Planned

No cert yet—we know it matters. Starting as early as we can.

Django Framework

Battle-tested framework. Used by Instagram, Pinterest, Dropbox.

Encrypted

All data encrypted at rest. Team-isolated queries.

Who's Building This

Oleksii Ianchuk

Oleksii Ianchuk

Technical Product Lead

8 years building developer tools. Technical Product Lead at Mailtrap—shipped Email API/SMTP, ran pricing experiments, onboarded enterprise accounts.

We used Copilot, Cursor, and every AI tool we could get. But I couldn't answer: "Is this actually helping us ship faster?"

GitHub LinkedIn

Side Project, Real Commitment

Day job pays the bills. Nights and weekends go into this.

Free During Alpha

Not a trial with a countdown. Free while we build this together.

Your Feedback = Roadmap

Talk to us anytime. We build what you need.

Looking for:

  • + Early adopter CTOs who want to shape the product
  • + Engineering leads interested in AI tool measurement
  • + Potential co-founders who share the vision
Email us at [email protected] →

Honest Answers

Questions you might have before trying another tool.

You shouldn't—yet. That's why it's free. Direct access to me, fast iteration on your feedback, zero corporate overhead. 5 minutes to try, nothing to lose.

I code, but I know others are better at it. With AI I can prototype fast. Security audits when I can afford them. Looking for a co-founder to own the tech side.

No SOC 2 yet—we know it's important to you. Plan to start certification as early as possible. We never see your code—only PR metadata like titles, timestamps, and file paths. Data encrypted at rest.

I have a day job. Building this nights and weekends because I believe in it. Goal is sustainable growth, not VC burn.

Try both. Then tell me what I'm missing or need to add. Vote on features in GitHub Discussions. Your feedback shapes what I build next.

Honest feedback. Tell me what sucks. Tell your CTO friends if it helps. Zero pressure until you decide it's worth it.

I like some warmth. Dashboards don't have to feel cold. Will work on proper branding later, but for now—this is how I see it.

We wish, but not yet. As soon as we can and demand is high—we'll do it earlier rather than later.

We detect AI-assisted PRs through LLM analysis and pattern matching. You'll see: which PRs used AI tools, how they compare on cycle time and review rounds, and adoption rates by team member. Coming soon: Copilot usage metrics and Jira correlation.

Live: GitHub integration, PR metrics, AI detection, team dashboards. Coming soon: Copilot metrics API, Jira integration, Slack surveys. We ship weekly.

Start Free During Alpha

Connect GitHub. See your first dashboard in 10 minutes.
Generate reports you can share with your board.

No credit card. Free during Alpha. Nothing to cancel.

Start Free