APPLIED INTELLIGENCE
Good decisions start with better questions.
Two original, practical field notes. No copied vendor rankings, synthetic performance figures or pay-to-play recommendations.
ENGINEERING BRIEF · 2 min read · 2026-11-14
From alert to maintenance decision: five evidence handoffs
A prediction is useful only when the team can explain what to do next, who approves it and what changed.
Read the field note ↗BUYER INTELLIGENCE · 2 min read · 2026-11-14Predictive maintenance buyer’s map: data, sensors and services
A structured comparison of five documented offerings without inventing performance ratings.
Read the field note ↗PDM RELIABILITY SIGNAL 001 · 4 min read · 2026-11-14The Hidden Cost of Predictive Maintenance Alerts: Measure Actions, Not Notifications
A practical way to compare alert workload, missed failures and maintenance outcomes before scaling a PdM pilot.
Read the field note ↗