Blog
Field notes on automation and operations
What's worth automating, what isn't, and what a proper AI audit actually finds when you run one.
- September 5, 2026
The Hidden Cost of Manual Work in Cargo and Logistics Operations
Paperwork, status chasing, and spreadsheet handoffs quietly eat entire shifts in cargo and logistics operations. What that costs, and what an audit looks for.
- September 5, 2026
What a Real AI Audit Found: $250K In, $700K Projected Back
A real, documented AI audit of a mid-market manufacturer found 15 automation opportunities. What the numbers looked like, and what they mean at SME scale.
- September 5, 2026
Why Most AI Projects Fail Before They Start
The widely-cited 95% AI project failure rate isn't about bad models. It's about skipping the step that tells you what's actually worth building.
- September 4, 2026
Why the audit comes before the automation
Most automation projects fail because nobody measured the task first. The scoring method that finds what's actually worth fixing, and what skipping it costs.