What It Takes for AI to Do Real Work in Fleet Maintenance
Agents, tools, context, and the harness that connects them. A shared language for turning "I want the AI to just know and do" into something we can build.
Axle blog
The everyday work of fleet maintenance, and the thinking it inspires at Axle.
Latest articles
40 articlesAxle Spotlight: Cason Shepard
He’s an AI engineer at Axle who became a VMRS specialist because he wanted to understand the nitty gritty work behind the data.
What the New DataQs Rules Mean for Fleets
What changes in the DataQs review process, and what fleets need to prepare before challenging a violation.
Leading indicators for maintenance
On the other hand, inputs are actually controllable. In maintenance there are dozens of input metrics, and they're what drive consistent outcomes.
The DVIR, Explained
A driver spots a problem. What happens next determines whether the inspection actually protects the fleet.
Beyond the back office
Maintenance records are becoming part of how carriers earn trust. Here’s why the details matter beyond the shop.
Pump the Brakes
A closer look at brake inspections, recurring defects and the preparation behind an uneventful roadside stop.
Optical Character Recognition Workflows for Invoice Auditing
How we build invoice auditing that shows its work, from reading the document to tracing every extracted value.
Maintenance as Safety
Safety and maintenance see different sides of the same truck. The handoff between them is where risk can hide.
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