Case Study · Coffee - Instant Retail
Coffee instant retail case: delivery GMV grew 4.5x
Client profile: Desensitized leading consumer brand case
Angle: From isolated manual execution to coordinated AI employee positions and human expert review.
4.5x
Delivery GMV
30d
POC cycle
3
Position centers
10+
Platforms
Deployment
12-35 AI employee positions · Strategy, creative, and operations positions selected by scenario
Key actions
- Define targets and acceptance metrics
- Assemble the position team
- Launch weekly execution loops
- Review data and scale what works
Results
- Delivery GMV:4.5x
- Execution cadence:Faster weekly iteration
- Capability:Reusable assets and workflows retained by the client
Data is desensitized. Detailed evidence can be shared under NDA where authorized.