AI doesn’t fail inside companies.
Workflows do.
I help leaders redesign how decisions and execution work so AI creates leverage instead of noise.
Most teams add AI to existing workflows.
Work speeds up.
But decisions still bottleneck at the same places.
Junior staff execute faster.
Senior judgment doesn't scale.
Inside operating companies, the pattern is consistent:
AI changes outcomes only when workflows change with it.
That's where I work.
What I Build
Real builds. Real operating decisions.
AI-Ready Systems
Websites and workflows designed to evolve with AI, not wait for redesigns.
Live Operating Labs
Real implementations inside Laimi (travel startup, Vietnam operations).