AI in thetrenches.

Mechro guides technicians through difficult service work so they can finish the job with less waiting and repeat work.

The work isn't slowing down. The workforce is.

61% of OEMs cite insufficient technicians to fulfill aftermarket requests among their top three challenges.

80% of equipment dealers say a shortage of qualified technicians keeps them from meeting customer demand. That shortage costs $7 billion a year in lost shop and parts revenue.

Service can't wait for a hiring miracle. But Mechro might feel like one.

Mechro works with your team to turn manuals, past repairs, and expert know-how into AI agents that help technicians troubleshoot the machine in front of them.

OUR APPROACH

Most AI wasn't built for the work you do. Mechro is.

  1. 01

    Get on the ground.

    We work alongside your team to understand your equipment, service challenges, and where work gets stuck.

  2. 02

    Establish the baseline.

    We agree on the problem to solve and what to measure, such as expert time, repeat calls, or repair turnaround.

  3. 03

    Put Mechro to work.

    We configure agents around your documentation, service history, and expert knowledge, then help your team use them in real work.

  4. 04

    Measure what changes.

    We compare results with the starting point, improve what needs work, and expand where the value is clear.

Start with one equipment line and one service problem. We put Mechro to work with your team on actual calls, then measure what changes.

CASE STUDY

They knew their machines, we helped them put that knowledge to work.

White-labeled as McElroy Intelligence, Mechro helps technicians work through equipment problems using McElroy's manuals, past repairs, and expert guidance.

McElroy IntelligenceWhite-labeled for McElroy Manufacturing

Grow your service business with Mechro.

Let's talk about the work your service team needs help with.

© 2026 Mechro. All rights reserved.

Let's get
to work.

Tell us a little about your team and we'll reach out to hear where service gets stuck.