AI vision for maintenance teams

See equipment problems before the downtime

Build AI vision applications that track activity, measure flow, detect delays, and automate operational monitoring across the physical world. No model training or computer vision team required.
Start from a template
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Trusted by Fortune 500

AI for Maintenance Teams

What maintenance teams build with Viso

Automate visual equipment inspections

Turn the routine checks technicians already perform with their eyes into repeatable visual monitoring. Inspect equipment for visible changes without requiring someone to physically visit every asset on every round.
  • Equipment inspection
  • Inspection rounds
  • Preventative maintenance
  • Remote inspection
Two person operation monitoring
Equipment inspection analysis

Detect leaks and visible degradation

Identify physical signs of deterioration that traditional telemetry may not capture directly. Monitor equipment and surrounding areas for leakage, spills, buildup, corrosion, wear, or other visible symptoms of developing maintenance problems.
  • Leak detection
  • Asset degradation
  • Corrosion
  • Early fault detection

Read gauges and indicators

Digitize information from equipment that is not connected to central monitoring systems. Read analog gauges, displays, meters, level indicators, warning lights, and other visible instruments automatically.
  • Dial reading
  • Analog gauges
  • Meter monitoring
  • Remote monitoring
5.01 and 226.8 digital displays with measurement data and color-coded indicators.
material flow rate monitoring

Monitor abnormal equipment states

Watch for visible operating conditions that should not occur during normal operation. Detect open guards, displaced covers, stopped material flow, blocked transfer points, abnormal positions, or other states that warrant investigation.
  • Equipment state
  • Abnormal conditions
  • Reliability
  • Maintenance alerts

The Viso Advantage

Automate your maintenance checks with AI

With Viso Now, maintenance teams can inspect equipment more frequently, detect visible abnormalities and digitize manual readings with always-on monitoring.

Continuous checks

Turn periodic visual inspections into repeatable automated monitoring. Monitor asset condition between scheduled technician visits.

Visual evidence

Capture the image or video showing what triggered the finding. Document leaks, equipment or machine states.

Condition trends

Track recurring abnormalities and changes over time. Cover legacy equipment where installing other sensors is too difficult or expensive.

Integrate systems

Route relevant findings into notifications or downstream maintenance processes. Easily send alerts or incident data.

Customer stories

"We relied on technicians to catch misaligned safety guards or cracks in plastic housings. It sounds simple, but during a busy shift, it’s easy to overlook a shifted component - until it jams the line and causes downtime.  Those were exactly the checks we started automating first."
MR
Michael R.
Maintenance Lead · Cement Production
"Instead of asking whether a visual inspection is worth a custom AI computer vision project, we can build it and test it ourselves. We used our existing security cameras to identify conveyor belt jams early. The system is built to flag jams rapidly, helping reduce floor spills and product pile-ups."
NP
Nathan P.
Site Manager · Industrial Bakery

FAQ

Frequently asked questions

It is best for repeatable, visually observable tasks: inspection rounds, leak detection, corrosion checks, gauge and meter readings, equipment-state verification, housekeeping around assets, and checks for missing, loose, damaged, or displaced components.

Yes, when the early warning is visible. You can compare current images with a baseline condition, track changes in asset condition, and identify deterioration before it becomes a breakdown.

Yes. Viso Now adds a visual inspection and condition-monitoring layer that can create evidence for a work order or alert the right maintenance team. Detected events and data can be passed into downstream systems using connectors and APIs, depending on the maintenance stack and workflow you use.

Start with a camera, image source, or uploaded inspection media and define what technicians normally check at that asset.

Viso Now can review incoming media, flag exceptions, preserve the evidence, and send only the findings that need a technician visit. This helps reduce routine rounds without removing required safety or compliance inspections.

Viso Now uses a new generation of Visual General Intelligence that can reason about scenes, activities, relationships, deep industry knowledge and context. 

Unlike traditional deep learning systems, it does not require custom data collection, annotation, or model training for every new use case, and can handle much more complex visual tasks.

No. Maintenance engineers can describe the condition they want to monitor, provide representative images or video, and adjust the workflow as equipment, thresholds, or inspection standards change.

Yes. You can start with example images or video and then connect standard security cameras or storage sources to automate media intake.

Yes. Visual monitoring can extend coverage to remote pump stations, conveyors, tanks, substations, rooftops, restricted areas, and other locations where frequent manual access is costly or unsafe. Use it to identify when a site visit is justified, while following your site’s safety procedures and inspection requirements.

Define the operating context, severity, persistence, and escalation rules for each inspection. You can route low-confidence findings for manual review instead of treating every observation as a breakdown.

Ready to build?

Automate the next visual inspection on your list. Show Viso Now what your technicians look for and turn it into a working vision application.