Industries / Equipment

Complex builds, right first time.

Low volume, high complexity, long build sequences and many variants. Mentis puts expert knowledge, training and visual verification into every assembly bay.

The challenge

What makes equipment hard.

Common problems we hear from operations, maintenance and training leaders.

01 — Build complexity

Build complexity

Hundreds of steps and variants per machine, with little room for error.

02 — Expert dependence

Expert dependence

A few senior fitters know how every variant really goes together.

03 — Rework

Rework

Errors found at test or at the customer are slow and costly to fix.

How Mentis helps

Three agents at work in equipment.

Each agent is trained on your documents, machines and experts — and runs where you choose, including fully on-premise.

Maintenance & Operations Agent

An expert for every bay and every service call.

Fitters, test engineers and field technicians ask about a build, a variant or a fault, and get answers grounded in drawings, manuals and past service reports.

Chat · Assembly bay 3LIVE
"Hydraulic routing for variant HX-2?"asked
Drawing HX-2 rev Ccited
Differs from HX-1 at step 41answer
Photos from last buildattached
L&D Agent

Turn senior fitters into training material.

The agent records how experts build each variant and turns it into structured courses, so new fitters ramp up faster and experienced ones retrain on new models.

  • Expert walkthroughs turned into courses
  • Variant-specific training paths
  • Skills tracked per fitter and per bay
  • Explore the L&D Agent
Course · HX-series hydraulicsLIVE
Expert video42 min → 9 lessons
Practical checks6
Fitters certified5 / 9
New variant moduledrafted
Vision Agent

A visual record of every machine you ship.

The agent catalogues each build step by step and verifies critical fits, routings and fasteners — creating a complete visual as-built record.

  • Step photos verified against the standard
  • Searchable as-built record per serial number
  • Mismatches flagged before test
  • Explore the Vision Agent
Vision · Serial EQ-2291LIVE
Hose routingverified
Bolt pattern 12/12verified
Cable tie spacingflagged
As-built record412 photos
More agents in the pipeline

And we're just getting started.

PLC & HMI issue resolution, technical compliance, technical procurement and more agents are on the way for equipment teams. Tell us the workflow you want automated next.

Where teams start

Workflows equipment teams start with.

Each of these can be live with an agent in weeks.

Workflow 01

Variant-specific assembly

Answers, training and verification from day one.

Workflow 02

Test-bench troubleshooting

Answers, training and verification from day one.

Workflow 03

As-built documentation

Answers, training and verification from day one.

Workflow 04

Fitter onboarding

Answers, training and verification from day one.

Workflow 05

Field service support

Answers, training and verification from day one.

Workflow 06

Rework tracking

Answers, training and verification from day one.

Get started

Put your first workflow on autopilot in weeks, not months.

Bring one process. We'll digitise it, deploy an agent on it, and show you the results on your own floor.