ETV and AI-Augmented ETV
How much engineering throughput value is delivered per developer per month, and how much of it comes from AI-assisted work.
Throughput is climbing — but still trails target
Total ETV delivered per developer per month reached 9.4, up +1.3 over 12 months. The lift comes almost entirely from a higher AI-augmented ETV share, which now covers 38% of total delivery. One team (DevX) clears the 15 ETV / month target — and 6 of 7 teams sit below it.
What to act on
Observations from the last 12 months, ranked by impact.
Native build cycles compress velocity; AI assistance is limited to UI scaffolding. Without a focused enablement push, Mobile will miss its quarterly target by >30%.
Bring this down by 8 points and Growth Work jumps from 5.8 to 7.3+ ETV / dev / mo without hiring a single engineer.
Together they account for 52% of total AI ETV, with Cost / ETV at $3.10–$3.20 — well below the $3.60 target. Use their tool mix as the blueprint for enabling the bottom three teams.
Up 11 points in the past 12 months — roughly 1 point per month. Holding that pace, the org reaches the 50% AI-share milestone around mid-2027 — before the H2 2027 OKRs are reset.
Performance over time
12 months of total ETV vs AI-augmented ETV per developer per month.
By team
Which teams are pulling ETV up — and which are falling behind.