C01
CPFR: From Excel planning to system-assisted decision making
- Problem
- Demand planning ran on spreadsheets and hallway conversations. Decisions were late and personal.
- Hidden Capability
- A shared decision surface across sales, supply, and finance.
- System Built
- Lightweight CPFR cadence wired into existing tools, with an AI layer surfacing exceptions.
- Result
- Forecast cycle time cut, stockouts reduced, and arguments replaced by exceptions worth discussing.
- Lesson
- You do not need a new tool. You need a new decision surface.
C02
Warehouse Network: Building missing fulfillment infrastructure
- Problem
- Growth was being capped by fulfillment, not demand.
- Hidden Capability
- A network design function the company had never had.
- System Built
- A simple model of nodes, flows, and service promises — owned by one team, reviewed monthly.
- Result
- Service improved while inventory dropped. Growth ceiling moved.
- Lesson
- Capability gaps often hide as 'operational issues'.
C03
Content System: Turning personal thinking into repeatable output
- Problem
- A founder had sharp ideas and no pipeline to publish them.
- Hidden Capability
- An editorial system, not more willpower.
- System Built
- Capture → cluster → draft (AI-assisted) → review → publish. Weekly cadence.
- Result
- From sporadic posts to a steady body of work, without burning the founder.
- Lesson
- Output is a system, not a personality trait.