The ATR Blog
Field notes from the future of tank intelligence
Dive into robotic inspection, AI-driven asset integrity, and the operational playbook for ending confined-space entry.
Why we stopped sending people into tanks
Confined-space entry has been the default for tank inspection for decades. It shouldn't be. Here's the case for retiring it.
What a living digital twin actually means for a storage tank
A digital twin isn't a 3D render you look at once. It's a continuously updated model that drives real maintenance decisions.
Your Tanks Don't Have to Go Offline. Here's Why That Matters for Every Asset Owner I Talk To.
Ask any asset owner what they dread about tank maintenance and you'll hear the same answer: 8–12 weeks of downtime. 16–24 workers mobilized. $0.5M–$2.4M per tank. Confined-space entries that remain among the most hazardous work in our industry.
Running corrosion detection on the robot, not in the cloud
Why we run perception models on-robot during the mission instead of shipping raw video back for someone to review later.
From subjective walk-down to structured, audit-ready data
How we turn an inspection from a narrative report into a dataset that holds up to API-653 and insurance review.