Turn messy notes into reliable improvement data
Powered by AI for manufacturers, capture and transform frontline knowledge into insights for technicians, managers and leaders. Combine with CMMS and OEE to see losses, causes and actions automatically.
Turn overlooked notes into data you can use
Maintmaster MI makes sense of operator logs, shift comments and work orders, revealing recurring problems and past fixes so your improvements improve day after day — powered by the only AI built from real manufacturing data.

Make sense of every note, log and data point.
Real manufacturing insight, powered by manufacturing AI.

See the patterns others miss
Operators write shorthand like “mttr pump L3” or “sensor trippin.” MI interprets this language, clustering similar notes into recurring problems across shifts, lines and sites.
Get a head start on fixes
When an issue comes back, MI suggests likely actions based on past solutions. Instead of starting from scratch, technicians know where best to get started.


Troubleshoot faster
Maintmaster MI reduces trial-and-error with practical hints and proven fixes. That means faster resolutions, less wasted time and fewer repeated breakdowns.
Focus where it matters most
Downtime drivers are structured and ranked, Pareto-ready. Chronic losses stand out clearly, giving managers confidence they’re tackling the issues that cost most.


Trained for your factory floor
Unlike generic AI, MI is built and trained on real manufacturing data. It understands shorthand, slang and messy notes from the shop floor so its insights are practical, accurate and ready to use.
Drive better decisions
MMI helps senior teams see the real cost of recurring issues and the progress of improvement work across lines and sites supporting smarter, faster decisions that deliver lasting impact.

What Maintmaster MI means for your teams
Maintenance
- Troubleshoot faster with context that points you in the right direction
- Cut down on repeat jobs by spotting recurring issues early
- Link recurring problems to asset care and preventive plans
Production
- Identify recurring loss drivers
- Prioritise fixes that deliver the biggest production gains
- Use patterns to guide planning and continuous improvement projects
Make improvement part of everyone’s day
Operators see their notes turn into action, maintenance get clearer starting points, managers get priorities and see recurring trends across machines, lines and sites. Even without a CI team, Maintmaster MI makes improvement practical, shared and part of your everyday.


Turn repeat problems into smarter actions
Instead of chasing the same breakdowns shift after shift, Maintmaster MI shows the patterns behind them. Guided by past actions, it helps teams tackle the causes rather than just the symptoms so every job moves you forward instead of in circles.

From root cause to actions
OEE shows you downtime and losses. Maintmaster MI builds on that by adding the detail from operator notes and shift comments, giving teams a deeper understanding of why losses happen and where to focus first.

From work orders to what works
CMMS records the who, what and when of every job. Maintmaster MI makes sense of the unstructured notes around those jobs revealing recurring issues and highlighting fixes that worked before, so teams spend less time guessing and more time solving.

One connected view
MI adds what's missing - the details buried in notes, shift comments and work orders. That means fewer blind spots in work requests, clearer information passed between production and maintenance and a clearer record of what really happened and what solved it.
Turn messy shop floor notes into reliable data today.
See how Maintmaster MI and its AI powered by real manufacturing data reveals your hidden downtime patterns in a quick, guided tour.






