Customer story
A global life sciences engineering team of 320 developers put GitHub Copilot to the test, and the results speak for themselves. With Opsera’s Unified Insights powering the analysis, the impact is clear: faster delivery, stronger adoption, and measurable ROI that turns AI-assisted coding into a strategic advantage.
Results at a glance
In just 30 days, Copilot delivered tangible wins:
The story doesn’t stop there. Untapped potential remains:
Copilot isn’t just a productivity boost, it’s a business case. With Opsera, this organization sees a clear path from activation to excellence:
ROI Ladder
| Current State (Today) | Target State (30–60 Days) | Excellence State (90 Days) | Leadership State (Beyond 90 Days) |
|---|---|---|---|
| 84% active (269 devs) | 95% active (304 devs) | 100% active (320 devs) | 100% active |
| 25% acceptance rate | 30% acceptance rate | 35% acceptance rate | 40% acceptance rate |
| $3.98M annual value | $4.73M annual value | $5.91M annual value | Competitive advantage: 40% faster time to market |
| 5,185% ROI | 6,163% ROI | 7,703% ROI | >$6M+ value unlocked annually |
84% active (269 devs)
95% active (304 devs)
100% active (320 devs)
100% active
25% acceptance rate
30% acceptance rate
35% acceptance rate
40% acceptance rate
$3.98M annual value
$4.73M annual value
$5.91M annual value
Competitive advantage: 40% faster time to market
5,185% ROI
6,163% ROI
7,703% ROI
>$6M+ value unlocked annually
AI driven development is already here and it’s measurable. With Opsera’s Unified Insights, every Copilot license becomes an investment that pays back in speed, savings, and smarter engineering.
