TwinEdge AI - AI-Native Maintenance Intelligence

TwinEdge AI is an 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
- 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.