Your machines, kept running

Our field team sets up, maintains, and repairs your automated machines.
Trained on every individual unit, for one monthly fee.

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A technician tests the wiring inside an open machine control cabinet with a multimeter
→ WHAT WE KEEP RUNNING
MEET MANTLE

Mantle is an AI-native maintenance provider for automated machinery. That means fast, reliable field service for one flat monthly fee, built for technology companies.

01 — WHAT WE DO

Built for how you operate

We create a custom maintenance package that grows with you from your first unit to your thousandth.

IN THE FIELD

Robots at your customers’ sites

For companies deploying units across the country, with nobody nearby who knows them.

  • Local technicians, trained on each machine
  • Install, maintenance, and repair across the US
  • Parts in hand when we arrive
  • Analysis of every unit and visit for your product and engineering teams
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INTO THE US

Overseas OEMs deploying in the US

For autonomous machine makers shipping into the US without a domestic service team.

  • Regional technicians as your US service partners
  • Warranty, after-sales, and on-site repair
  • Parts held at our regional depots
  • Customer tickets triaged, diagnosed, and resolved
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ON YOUR FLOOR

Machines on your own floor

For machine shops and production lines running equipment from different brands.

  • A technician dedicated to your floor
  • Preventive maintenance and repair across every brand
  • Parts ordered and organized with each OEM
  • Monthly visits that keep machines running
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ALL PACKAGESOne flat monthly fee per unit. Our incentives are aligned.

We onboard ourselves and get up to speed immediately.

HOW WE GET STARTEDCLEARED
  1. 01We ingest the relevant info about your units, shadow your team, and train on a demo unit, all for free.
  2. 02We train our own technicians and assign them per site. You meet them before any work is done.
  3. 03Every step complies with your procedures and escalation path.
  4. 04Mantle deploys to your site, insured and equipped with parts in hand.
SIGNED OFF BY: ____________YOUR TEAM
02 — HOW IT WORKS

We leverage tech to actually do maintenance well

AI-RUN OPERATIONS BEHIND EVERY VISIT
M-01RECORD

One place that knows your entire fleet.

Every unit’s configuration, telemetry, fault history, photos, and visits in one record. Built from manuals, tickets, logs, and SOPs.

M-02OPERATE

You send the work order, and we handle the rest.

Autonomous field operations. Tickets are triaged and diagnosed by leveraging AI against the unit’s record, then fixed remotely. When a site visit is required, dispatch, routing, scheduling, and parts are run automatically.

M-03DEPLOY

The right fix on the first visit.

Forward-deployed technicians, trained on your machine before their first visit, with step-by-step procedures for every failure mode and a master technician monitoring every job.

M-04LEARN

Every repair makes the next one faster.

Every visit is recorded and analyzed. We then update your procedures and failure patterns for our technicians’ next visit. Finally, we compile all insights for your product and engineering teams.

03 — COVERAGE

Operating nationwide

We operate regional hubs for parts and depot-based maintenance, with our trained field technicians based throughout the country for on-site support.

Mantle coverage map: regional hubs in San Francisco and New York, and field technicians across the USSan FranciscoREGIONAL HUBNew YorkREGIONAL HUB
Regional hubField technicianService area
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Get started today.

Get a same-day quote and see how Mantle could support your operations.

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A smiling engineer leans against a large orange industrial robot arm