INSIGHTS
Useful thinking for teams making AI practical.
Original analysis, frameworks, and lessons for operators deciding where AI belongs in the business.
FIELD NOTES
Latest insights
What AI Video Analysis Can Actually Tell a Business
The useful question is not whether a camera can detect something. It is whether the resulting signal can improve an operating decision.
How AI Referrals Work: Visibility, Citations and Recommendations
AI referrals start with a clear public source of truth—not a collection of tricks aimed at a black box.
When Should a Business Use Local AI Instead of Cloud AI?
Privacy, latency, control, and capability all matter. The right answer starts with the workflow, not the deployment label.
What Makes an AI Agent Production-Ready?
A production agent has a bounded job, approved access, review points, and a way to show whether it did the work correctly.