Systems Thinking

03
Mar
From Placement to Foundation: Designing AI for Production

From Placement to Foundation: Designing AI for Production

The problem is never the AI model. It is the design work that precedes building - problem definition, role design, data strategy. The work most teams skip.
8 min read
20
Jan
Escaping the AI Rule Maze

Escaping the AI Rule Maze

You deployed AI for automation. Three months later, the engineering never stops - rules expanding, supervision heavy, costs mounting. AI didn't fail. Your operating model did.
3 min read