Insights
Notes on AI field operations
Practical, plain-language notes. No hype and no borrowed statistics.
WhatsApp is already your operations system. Make it one.
Why field operations end up in WhatsApp groups, what gets lost there, and how an AI layer can bring structure without changing how teams work.
Chasing is a system, not a person
Follow-ups fail when they depend on one coordinator remembering. Here is how to design chasing into your operations.
A 90-day plan for AI in field operations
A practical, phase-by-phase approach to introducing AI agents in logistics, agriculture or mining operations.