Copilot ROI Framework

Defines a structured methodology to quantify productivity, quality, and velocity impacts.

Problem

Stakeholders skeptical without measurable ROI baselines.

Solution Approach

Framework normalizes baselines, captures assisted deltas, and models attributable value.

Outcomes

• Clear business justification
• Informed license scaling
• Optimized enablement focus

KPIs

• Productivity Delta %
• Time Saved / Dev
• Adoption Rate