Engineering Velocity Index

AI impact measurement · Medlive Engineering · 2023–2026 · Rolling year-over-year normalization

Team Scorecard

Quarterly team throughput, velocity & quality (completed, primary-owned). Era markers: ChatGPT adoption (2025 Q1) · Claude adoption (2026 Q1).

Team Average EVI — 2023 to 2026

Composite: 35% Delivery · 40% Quality · 25% Churn. Dashed line = avg cycle days ÷ 100.

EVI Delta

Engineer Detail View

Click an engineer to see their full profile across all years

EVI Trajectory

Components Over Time

Delivery · Quality · Churn (raw, 0–1)

Full Data Table

Click any header to sort · use year filters to compare

Show years:
Engineer Year Tickets SP Avg SP Delivery Quality Churn EVI Cycle Days QA Ret%

CAPEX Allocation

Share of each engineer's resolved-ticket work that is capitalizable, by project. Capex = everything except Bugs, [System] tickets, and the PQS project (support/opex). Attribution is by comment or status-change engagement; ticket-count based (a long-standing, intentional proxy). CON/UX/QA report as one column.

EVI Dashboard
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