Is Copilot Actually Moving the Needle for Your Team?

You’ve introduced AI to your developers but do you know who’s using it, how effectively, and whether it’s driving real impact?
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Copilot Adoption Report

What’s Really Happening?

  • Who’s actually using it?
    ‍    Track adoption rates across teams and identify gaps.
  • How is it affecting velocity?
    Measure code completion speed, review cycles, and bottlenecks.
  • Is quality improving or suffering?
    See how AI-assisted code performs in production.

The Hidden Cost of AI Guesswork

  • Missed opportunities
    Developers using Copilot inefficiently slow down instead of speeding up.
  • Code risks
    ‍    AI-generated code can introduce hidden vulnerabilities and tech debt.
  • Wasted investment
    If Copilot isn’t being used effectively, you’re burning budget with no ROI.

Here’s what you can achieve with these insights

  • Spot Bottlenecks Fast
    ‍    Identify teams or individuals that need support to use Copilot effectively.
  • Prove the Value
    Back your investment in GenAI with hard data that shows measurable gains.
  • Optimize Efficiency
    Refine workflows and drive sustainable productivity improvements.

Start Leading with Clarity

Get real-time insights into Copilot adoption, usage trends, and ROI to make data-driven engineering decisions.

See the impact

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Director of Engineering
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Head of Engineering
"Velocity isn't about speed alone. Long-term productivity thrives when code quality comes first- stable code sustains momentum."
Nathan Denchman
Co-head of Engineering
"Adding more people won’t solve inefficiency. Fix the bottlenecks, streamline processes, and let a small team do great things."
Shira Haddad
Senior Director of Engineering
"In a remote setup, clarity and transparency are non-negotiable. Define synchronous times, communicate openly, and build a system where blockers are shared and resolved."
Sebastiano Armeli
Director of Engineering
"To earn a seat at the business table, engineers need to think in business terms: how their work drives sales, improves customer experience, and creates efficiencies."
Hunter Powers
VP of Machine Learning
"Healthy teams drive the best outcomes. Prioritize team health, and productivity will follow without sacrificing code quality or customer experience."
Brad Taylor
Ex-CTO & Tech Consultant
"It's better to cut scope than
sacrifice quality. Delivering well on
a smaller feature is better than a full feature that's half-baked."
Anton Zaides
Director of Engineering

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