TwinEdge AI Field
AI maintenance CMMS
Free · Designed for iPad. Not verified for macOS.
Now with live channel history, verified gauge readings, and attachments that open on the phone. Built for technicians standing at the equipment.
TwinEdge AI - AI-Native Maintenance Intelligence
TwinEdge AI is the first truly AI-native CMMS built for industrial maintenance teams. Purpose-built for voice-first, offline-first field operations, it combines on-device AI with a full-featured maintenance platform to eliminate downtime, capture tribal knowledge, and keep your assets running at peak performance - even without internet.
# Key Features
Voice-First, Hands-Free Operation
- Push-to-talk or continuous hands-free voice mode
- Create work orders, log labor, and navigate with natural language
- Voice-guided procedures that read steps aloud and wait for confirmation
- On-device Whisper speech-to-text - works fully offline
- "Say done" to advance, "repeat" to hear again, "skip" to move forward
On-Device AI Intelligence
- ONNX-powered anomaly detection and intent classification
- TFLite image recognition for equipment and nameplate OCR
- Vibration analysis via built-in accelerometer with FFT processing
- AI models downloaded once, run locally - zero cloud dependency
- Predictive insights that get smarter with usage
Connected Worker Platform
- Tribal knowledge capture: describe procedures by voice, auto-structured into reusable steps
- Digital LOTO sign-off with legal acknowledgment
- Shift handoff summaries auto-generated from daily activity
- Voice-guided safety procedures with step-by-step TTS playback
- Skill profiling and task recommendations
Complete Work Order Management
- Create, assign, and track work orders from anywhere
- Built-in labor timer with persistent tracking across sessions
- Task checklists, parts used, and photo attachments
- Smart work order creation from natural language or photos
- AI-driven priority suggestions and work categorization
Asset Management
- Comprehensive asset registry with hierarchy views
- QR/barcode scanning for instant asset lookup
- Health scores, meter readings, and maintenance history
- Bill of materials and spare parts tracking
- Multi-vertical support: equipment, linear, node, and zone assets
Inventory & Parts
- Real-time stock levels across storerooms
- Issue, receive, count, and transfer operations
- Low-stock alerts and reorder notifications
- Barcode scanning for fast part identification
Preventive Maintenance
- PM schedule management with compliance tracking
- Frequency-based and meter-based triggers
- Upcoming PM calendar with due date alerts
True Offline-First Architecture
- Full functionality without internet connectivity
- SQLite-backed local database with field-merge conflict resolution
- Automatic background sync when connection resumes
- Pending changes queue with retry logic
- Perfect for remote facilities, underground, and poor-coverage areas
Enterprise Security
- Microsoft SSO / Enterprise single sign-on
- Secure token storage with biometric unlock
- Multi-organization support
- Role-based access control
Real-Time Notifications
- Push notifications for critical alarms and assignments
- WebSocket-powered live updates
- Configurable notification preferences by category
Built for maintenance professionals who demand reliability, speed, and intelligence - TwinEdge AI works where you work, even when the network doesn't.
Ratings & Reviews
- This app hasn’t received enough ratings or reviews to display an overview.
Asset screens now build themselves from the data your site actually reports, instead of a fixed list of tabs.
TREND HISTORY
See what a channel has been doing, not only what it reads now. Charts open on the last 30 minutes, with 3 hours, 24 hours and 7 days one tap away. A window with no readings says so rather than showing an empty chart.
VERIFY A READING AGAINST THE GAUGE
Stand at the machine, record what the dial shows, and compare it with the platform value. A difference is judged against that channel's own declared limits, never an invented tolerance, and the screen says which basis it used. Verifications capture with no signal and sync later.
ATTACHMENTS THAT OPEN
Datasheets, permits and specifications download and open through the phone's own share sheet, with Save to Files and Open In. A document that cannot be opened says so instead of doing nothing.
READINGS YOU CAN TRUST
Every reading states what it is before it shows a number, so an on/off status bit is never displayed as a measurement in engineering units. Declared channels lead the list and the rest collapse into a searchable group, so 148 signals never become 148 rows.
WORKS WITHOUT SIGNAL
The asset dashboard, its readings and its evidence stay on screen when the network goes away, labelled with when they were captured. Cached data is always marked as cached.
ALSO IN THIS RELEASE
- Section order and pinning remembered per site
- Schematics draw a labelled block for a part nobody has drawn yet, instead of failing
- Equipment triage has a reliable way back to the home screen
- Custom fields and specifications show nested values correctly
- Generator output power now appears among the declared channels
- Data quality and age shown for every dashboard section
The developer, TwinEdge AI LLC, indicated that the app’s privacy practices may include handling of data as described below. For more information, see the developer’s privacy policy .
Data Linked to You
The following data may be collected and linked to your identity:
- Location
- Contact Info
- User Content
- Identifiers
Data Not Linked to You
The following data may be collected but it is not linked to your identity:
- Location
- Diagnostics
Accessibility
The developer has not yet indicated which accessibility features this app supports. Learn More
Information
- Seller
- TwinEdge AI LLC
- Size
- 83.3 MB
- Category
- Business
- Compatibility
Requires iOS 16.4 or later.
- iPhone
Requires iOS 16.4 or later. - iPad
Requires iPadOS 16.4 or later. - Mac
Requires macOS 12.0 or later and a Mac with Apple M1 chip or later. - Apple Vision
Requires visionOS 1.0 or later.
- iPhone
- Languages
- English
- Age Rating
4+
- 4+
- Copyright
- © 2026 TwinEdge AI LLC
