Department

Enterprise Enablement

26 engineers · 3 teams

Operating lift

1.26/ 2

+0.01 QoQ

AI adoption

92%

of engineers

$ / seat · mo

$324

Trained

69%

18/26 engineers

Top outcome

23% fewer bugs reaching prod since the trained cohort ramped.

Teams in this departmentClick a team

Workshop KitLead · Tomas Herrera

1.3393%

Client IntegrationsLead · Hannah Volkov

1.2992%

Field DeliveryLead · Diego Salcedo

1.1489%

Recommended actions

Enterprise EnablementMeasure first

Workshop tooling is ramping and playbooks landed; spend discipline on demos is the watch item.

Field DeliveryCoach cohort

Field branches show autocomplete drift — an agent-mode handoff clinic should tighten habits.

All recommendations

How Enterprise Enablement uses AI

Full tasks

AI completes multi-step work end-to-end

42%

Code suggestions

inline help while engineers type

34%

Q&A

asking the AI questions

17%

Review help

AI checks code before it ships

Training liftJan → Jun 2026

PRs using AI agents69% · was 37%

Reviews with AI notes66% · was 43%

Runs with context summary61% · was 40%

AI PRs with eval hooks56% · was 28%

SpendSpend page

$ / issue

$137

$ / seat · mo

$324

$ / 1k lines

$24

Hours / issue

7.1

Budget used · month65% of $16.0k