Customers
Capability Journey
No traditional case studies. Real value is the continuous rise of an enterprise's capability level.
The capability maturity journey
L0
No standards
Experience lives with individuals; processes vary
L1
Workspace established
Role workspaces live; AI enters the workflow
L2
Workflows standardized
Key processes made explicit and standardized
L3
Knowledge captured
Decision criteria and knowledge become assets
L4
Skills formalized
Experience solidified into reusable capability units
L5
Shared capability
Capability reused across roles and teams
L6
Governance & evolution
The capability system is continuously evaluated and upgraded
- L0
No standards
Experience lives with individuals; processes vary
- L1
Workspace established
Role workspaces live; AI enters the workflow
- L2
Workflows standardized
Key processes made explicit and standardized
- L3
Knowledge captured
Decision criteria and knowledge become assets
- L4
Skills formalized
Experience solidified into reusable capability units
- L5
Shared capability
Capability reused across roles and teams
Governance & evolution
The capability system is continuously evaluated and upgraded
A real journey
Engineering team · Backend + Frontend
- 1
A traditional engineering team with limited process standards
- 2
Established role workspaces
- 3
Established design standards
- 4
Captured a Figma design-standards Skill
Formed reusable capability
Any efficiency figures reflect a single real observation at a specific customer — not a general promise.