Factory data.
Clear guidance.
Less downtime.
AptVisor connects machine data, documentation, and floor observations into one dashboard that turns raw industrial signals into real-time maintenance guidance.
- Connect PLC, OPC UA, SCADA, MES, sensors, and documents
- Explain machine states in plain language for every shift
- Log stoppages, fixes, and field interactions automatically
OPC UA · pressure recovery rising
PLC · seal cycle variance
SCADA · temperature drift
MES · 14 min unplanned stop
Schedule seal-kit replacement during the next planned window. Pressure recovery and zone temperature are drifting together.
Anomaly linked to Cylinder A seal wear
Operator confirmed lockout step 1
Fix path added to facility knowledge base
Downtime is expensive. The fix is already hiding in your data.
Most plants already have machine signals, maintenance history, and worker knowledge. The problem is that none of it reaches the operator fast enough when the line is down.
Equipment failure and human error together cause roughly two-thirds of unplanned downtime. Both are easier to reduce when operators get grounded guidance in the moment.
Mid-sized plants can lose well over $100K for every hour of unplanned downtime. Automotive and high-throughput lines can lose far more.
When the fix depends on OEM or third-party support, teams wait for availability, travel, diagnosis, and the right person to get on the line.
New workers can take months to operate independently. The bottleneck is not effort; it is access to the senior knowledge that already exists in the facility.
One intelligence layer for machine data, documents, and floor work.
AptVisor makes live industrial data human-readable, grounds recommendations in facility documents, and captures each interaction into a local knowledge base.
Ingest machine data from PLCs, sensors, OPC UA, SCADA, and MES alongside SOPs, manuals, schematics, and maintenance records.
Translate complex parameters, faults, and trends into plain-language guidance grounded in this machine and this facility.
Log stoppages, decisions, fixes, and field-assistance sessions automatically so the plant knowledge base improves after every shift.
Built for maintenance. Useful for training. Grounded in the floor.
Turn every fault into a guided maintenance workflow.
When a press trips a fault or a spindle starts vibrating, AptVisor combines live machine signals with your SOPs, manuals, and maintenance history to recommend the next safe action.
- ▸Grounded in your documents, machine data, and local history
- ▸Explains faults, part numbers, torque specs, and safety interlocks
- ▸Escalates to a human expert only when the system should not decide
Built on the systems your factory already runs.
AptVisor does not ask operators to trust generic AI. It grounds every recommendation in your machine signals, documents, maintenance history, and local operating context.
Built with manufacturers, not in a vacuum.
Start with the systems you already have. Build the knowledge base as work happens.
Bring your machine context.
We'll show the workflow.
30-minute demo using the way your floor actually works: a machine, a document, and the maintenance problem that slows the line down.
- 1Share one machine, one SOP or manual, and the failure mode you care about.
- 2We show how AptVisor turns that context into dashboard guidance and field assistance.
- 3If the workflow is not a fit for your facility, we'll say so on the call.