# TwinEdge AI Field — AI maintenance CMMS

> AI maintenance CMMS (iPhone/iPad app by TwinEdge AI LLC.)

- Source: https://appshunter.io/ios/app/twinedge-ai-field/id6775288336 (this page in markdown: same URL + `.md`)
- Developer: [TwinEdge AI LLC](https://appshunter.io/developer/1896778333)
- Category: Business, Utilities
- Price: Free
- Age rating: 4+
- Requires: iOS 16.4 · 79 MB
- Languages: American English
- Released: 2026-06-15
- Data updated: 2026-08-23
- User reviews in markdown: https://appshunter.io/ios/app/twinedge-ai-field/id6775288336/reviews.md

## What is TwinEdge AI Field?

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.


## Version history (last 2 releases)

### 1.1.0 — 2026-08-21

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

### 1.0.1 — 2026-06-16

No release notes.

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*Data collected daily from the US App Store and indexed by [AppsHunter](https://appshunter.io/). User reviews are verbatim App Store reviews. Ratings, prices and chart positions refresh continuously; this snapshot is from 2026-08-23.*