Identify and prepare
Scan or select the asset and load its work, history, baseline, and capture recipe.
Capture equipment sound, vibration screening, photographs, readings, and technician observations in a structured asset record. Keep the finding connected to the next maintenance step.
AI-native field executionScan or select the asset and load its work, history, baseline, and capture recipe.
Collect guided evidence, check capture quality, and retake where needed.
Keep the finding and supporting evidence with follow-up work and before-and-after checks.
Recipe-driven duration, progress, cancel and retake controls help technicians collect repeatable audible-range evidence.
Placement guidance and accelerometer and gyroscope capture produce screening features while checking contact, motion, saturation, missing samples, and sample-rate stability.
Capture gauges, controller displays, nameplates, and asset context.
Asset type, session goal, operating state, symptoms, prior baseline, technician notes, device capability, and environmental context travel with each diagnostic session.
Choose a session recipe for the equipment and available capture channels.
It is the phone-first diagnostic capability within TwinEdge Field. It guides technicians through safety preparation, equipment sound, phone IMU vibration, camera and OCR context, quality checks, AI-assisted screening, human review, offline evidence synchronization, and evidence-linked maintenance follow-up.
Diagnostic workflows can use the microphone for audible equipment sound, the accelerometer and gyroscope for contact-vibration screening, and the camera for gauges, displays, nameplates, visible context, and OCR. Available capture paths depend on the device, asset, session recipe, tenant policy, and operating context.
Yes. TwinEdge Field can preserve diagnostic sessions, raw and feature artifacts, findings, review state, conflicts, and work drafts locally. Compatible governed analysis can run on the device; processing that requires a service is queued rather than fabricated while disconnected.
Quality gates can flag clipping, low signal, background noise, unstable placement, poor contact, saturation, missing samples, blur, glare, luminance, perspective, and uncertain OCR. The technician sees the limitation and an explicit retake or review path.
An accepted non-normal finding can produce a follow-up work-order draft containing the possible condition, recommended next checks, limitations, and evidence references. Human review occurs before operational records are changed.
No. TwinEdge Field provides structured maintenance screening and auditable field evidence. Specialized instruments and professional verification remain appropriate when required by the equipment, procedure, regulation, or finding.
The workflow can compare capture quality, sound, vibration, OCR and visual context, baseline deltas, and evidence linkage between sessions. It records observed change without claiming final repair certainty or equipment clearance.
Discuss your sources, assets, and the outcomes your team wants to improve.