A Leading Network Provider: Driving Productivity with GitHub Copilot and Opsera Insights

Developers at this organization are already seeing real results, but adoption challenges remain.

• 1,138 active users (68%) out of 1,675 licenses
• $24.8M in annual savings at current adoption
• $36M–$39M in savings if adoption and acceptance rates hit target
• 17.23% productivity gain equal to 34,503 hours saved each month

Optimizing Copilot use means more than just switching on licenses - it’s about behavior and workflows.

• Boost acceptance rates: A 5% jump = +$2.6M annual savings
• Reduce PR and cycle time: Faster code reviews cut delivery times by ~9%
• Prioritize high-impact languages: YAML (76% gain), TypeScript (36%), Python (25%)
• Expand fine-tuned model use: Higher acceptance vs. default models

Even with momentum, common adoption hurdles slow progress.

• 537 inactive licenses → lost ROI without targeted enablement
• Low Copilot Chat adoption → fewer developers using it for explanations & debugging
• Developer hesitation → training and gamification needed to build confidence

Opsera’s Copilot Insights Dashboard gives the company the data to turn adoption into measurable ROI.

• Track license usage and adoption across teams
• Quantify productivity gains and code quality improvements
• Pinpoint underutilized features like Chat and high-impact languages
• Drive adoption with training, incentives, and workflow integration

With full Copilot adoption, this leading network provider can:

• Save $36M–$39M annually
• Cut cycle times by nearly 10%
• Improve code quality and developer satisfaction