Accelerating AI-Driven Software Delivery with Opsera
A global semiconductor leader leverages Opsera Unified Insights to quantify how their GitHub Copilot investment drives increased engineering productivity. Opsera enables them to capture and correlate key metrics, from adoption and suggestion acceptance to DORA outcomes, to quantify the business impact of AI-assisted software development.
- Customer
- Global Semiconductor Leader
- Industry
- Semiconductors
- Products used
- Opsera Unified Insights + GitHub Copilot
- Faster lead time for change
- 50%Faster lead time for change
- Faster time to PR
- 31%Faster time to PR
- Developer hours saved in one month
- 2,654Developer hours saved in one month
ROI at a Glance
By tracking Copilot adoption through Opsera, leaders could see exactly how AI affected delivery speed, quality, and efficiency—in hard numbers rather than abstract productivity claims. The side-by-side view makes the impact clear.
| Metric | Before Copilot | After Copilot + Opsera | Impact |
|---|---|---|---|
| Code Suggested by AI | 9.7% | 40% | 4x more AI contribution |
| Acceptance Rate | 19.3% | 27.8% | +44% improvement |
| Time to PR | 13 days | 9 days | 31% faster |
| Lead Time to Merge | 2 days | 1 day | 50% reduction |
| Developer Hours Saved | — | 2,654 in June | Tangible ROI |
How Copilot Changed Delivery
Developers now move faster, trust AI suggestions more, and keep quality high. In just one month:
- 40% of code is AI-suggested, up from 9.7% the month before
- 132,719 lines of AI-generated code saved ~2,654 developer hours
- PR creation dropped to 9 days—a 31% improvement
- Lead time halved from 2 days to 1, speeding up merges without hurting quality
Smarter PR Approvals
AI didn’t just speed things up—it made delivery more predictable. Copilot-assisted PRs flow through approval in a consistent one-day cycle, with 459 PRs merged and only 24 left open. Faster doesn’t mean riskier: quality rose with standardized, AI-suggested patterns.
DORA Metrics Transformed
With AI in the loop, delivery performance shifted meaningfully:
- Lead time for changes: 50% faster
- Deployment frequency: Daily release potential
- Time to restore: Faster debugging with zero major incidents
- Change failure rate: Fewer failures with consistent coding patterns
The Opsera Advantage
Opsera provided the visibility teams needed to defend their Copilot investment and make AI adoption stick:
- Real-time correlation from Copilot usage → PRs → deployments
- Predictive insights to guide training and forecast ROI
- Language-specific analytics highlighting where AI drives the most lift (Java 38.45%, Python 19.24%)
- Bottleneck detection to uncover hidden cycle time delays
- Team benchmarking to replicate success across groups
Opsera is the only platform that shows impact across the whole lifecycle, from a Copilot suggestion to production, so leaders can more effectively govern AI use.
