Faults without context
A warning code may be visible on the vehicle but disconnected from its usage, operator session, location and recent events.
Introducing RAMS AI Vision — Intelligent Warehouse Perception
IMDS—Integrated MHE Diagnostic System—connects equipment condition, faults, battery health, usage, impacts, inspections and maintenance history to create a living diagnostic record for every MHE.
Diagnose Earlier. Maintain Smarter. Operate With Confidence.
Connected MHE
34
Healthy
27
Attention
05
Critical
02
MHE 04 · healthy
Reach truck · Fleet 01
Trusted on the warehouse floor














Problem / Current state
MHE condition data, operator complaints, service sheets, fault codes and usage records rarely create one reliable fleet-health picture.
A warning code may be visible on the vehicle but disconnected from its usage, operator session, location and recent events.
Intervention begins after a breakdown, missed task or safety concern has already disrupted the operation.
Inspections, repair invoices, parts, downtime and technician notes sit across paper, spreadsheets and vendor systems.
Managers cannot easily compare health, reliability, cost and recurring faults across equipment or sites.
What IMDS is
IMDS integrates the signals that already exist around your fleet — but never sit in one place — into a single diagnostic record for each machine, and turns that record into condition-based maintenance intelligence.
Hours, fault codes, load cycles, duty and usage from the equipment itself.
Which machine, which attachment, where it operates and how often.
Impact and handling context that telematics alone can't see.
Service records, parts, costs and work orders from your systems.
One comparable measure of condition, per machine and across the fleet.
What's wearing, what's due and what's likely to fail — before it does.
Maintenance timed to real duty, not a fixed interval.
How it works
IMDS creates a governed diagnostic loop around the MHE asset.
Receive supported onboard, battery, telematics, inspection and enterprise-system data.
Equipment interfaces
1/6 validatedCore capabilities
Move from isolated equipment readings to actionable fleet-health intelligence.
Compatibility depends on MHE interface and OEM data
Monitor supported fault codes, temperatures, voltage, hours and operating parameters by asset.
Plan charging and replacement with evidence
Review state of charge, state of health, charging cycles, temperature and configured degradation indicators.
Decision support — not a substitute for OEM diagnosis
Use configured thresholds and historical patterns to surface abnormal equipment behaviour for review.
Move beyond calendar-only maintenance
Combine condition, operating hours, due service, equipment criticality and available maintenance windows.
One persistent equipment record
Connect complaints, inspections, faults, parts, labour, downtime, repairs and verification to the MHE.
See where reliability is being lost
Review recurrence, downtime, failure modes, maintenance cost and availability by model, site or fleet.
MHE 04 · live parameters
Product experience
Select any connected MHE to inspect health, current parameters, fault history, operating context and planned maintenance.
See how IMDS connects the signal to the asset, operating context and maintenance history.
Availability
94%
Attention
05
Critical
02
Work orders
09
Priority attention
MHE 04 · healthy
87
Two high-hour MHEs account for 61% of hydraulic fault recurrence this month.
Outcomes / Business value
IMDS makes equipment condition and maintenance impact visible to operations, engineering and management.
Identify critical conditions earlier and plan maintenance around operational demand.
Serviceable time against scheduled operating demandUse supported diagnostics and recurrence history to focus preventive action.
Breakdown duration, response and return to serviceConnect usage, charging, impacts and maintenance quality across the lifecycle.
Repeated diagnostic conditions after closureCompare recurring faults, parts, labour and downtime before repair-or-replace decisions.
Parts, labour, vendor and downtime cost by assetIntegrations
IMDS can combine supported equipment data with operational, visual, identity and enterprise context.
MHE + edge
Enterprise + site
RAMS platform
Available parameters, fault-code meaning, data frequency and control actions depend on OEM access, hardware compatibility, validated interfaces and customer permissions.
FAQ
MHE data availability differs by manufacturer, model, controller and customer access. IMDS compatibility is validated asset-by-asset before parameters or fault codes are used operationally.
Start the conversation
Connect the equipment. Monitor condition. Prioritise faults. Coordinate maintenance. Verify the repair. Preserve the complete lifecycle history.