Mapped workflows12Across 4 functions
Outcome-linked867% coverage
Ready for review2Human approval required
Experiments running1Controlled rollout
AUTOMATION OPPORTUNITY QUEUE
Evidence before automation
0 — 10001ServiceSupport response drafting
Customer operations
85score
- Runs
- 2,140
- Tokens
- 8.4M
- Efficiency
- 1.42×
- Evidence
- High
Repeatability
Volume
Observed lift
Data readiness
02KnowledgeInternal policy Q&A
People & operations
75score
- Runs
- 1,205
- Tokens
- 3.1M
- Efficiency
- 1.37×
- Evidence
- High
Repeatability
Volume
Observed lift
Data readiness
03SoftwarePR review preparation
Product & engineering
73score
- Runs
- 782
- Tokens
- 11.8M
- Efficiency
- 1.29×
- Evidence
- Medium
Repeatability
Volume
Observed lift
Data readiness
04RevenueAccount research
Go-to-market
69score
- Runs
- 628
- Tokens
- 6.7M
- Efficiency
- 1.11×
- Evidence
- Medium
Repeatability
Volume
Observed lift
Data readiness