Capability system
Workflow Architecture
Production infrastructure that moves complexity out of individual memory and into reusable systems.
Build the workflow that makes reliable execution repeatable across teams, tools, and time.
Connected evidence
Systems in practice
Each system connects a clear problem, a reusable architecture, and evidence that the approach works under real constraints.
Program Architecture
IMI3 Production Framework
Reusable shells, standards, and rollout systems for multi-team courseware delivery.
Inspect system →Platform MigrationFlash to Canvas
A two-track conversion and greenfield pipeline adopted before legacy delivery became a crisis.
Inspect system →Realtime Pipeline3ds Max to Unreal
Material and workflow parity across DCC and realtime production.
Inspect system →MethodologyFriction Inversion
A framework for relocating resistance so the correct path becomes easier.
Inspect system →