AI-NATIVE INDUSTRIAL OPERATIONS
One Operating Layer.
Edge, Analytics, Twins, and AssetOps.
TwinEdge connects edge computing, physics-based analytics, machine learning, operations intelligence, GIS, AssetOps, and self-service BI into one AI-native operating layer above the systems industrial teams already run.
The Problem
Operations teams today are stuck with a fragmented toolchain: SCADA and historians for telemetry, CMMS or EAM for work, GIS for assets, BI for reporting, spreadsheets for planning, and consultants for models. The data exists, but the context is scattered.
The result? Equipment fails without warning. Maintenance is reactive instead of predictive. Reports take days to build. And the promise of “AI-driven operations” stays trapped in proof-of-concept limbo when data, assets, work, and evidence are not modeled together.
What Makes TwinEdge Different
We didn't build another dashboard or another data lake. We built the complete platform that operations teams actually need.
Edge-to-Analytics Operating Layer
TwinEdge connects edge telemetry, cloud analytics, digital twins, and operations workflows through one governed operational graph.
Physics + ML Hybrid Models
We don't just do ML. We combine first-principles physics equations with machine learning to detect anomalies, predict failures, and extend asset life — without training data.
GIS-Integrated Asset Management
Spatial maps, compliance zones, geofencing, and asset geometries are native to the platform. See your entire operation geographically, not just in spreadsheets.
Online Condition Assessment
Continuous, real-time condition monitoring of every asset and sensor. Not periodic inspections — live health scores, degradation curves, and remaining useful life estimates.
Self-Service BI, No Data Scientist Required
Operational dashboards, governed metrics, and natural-language analysis help teams explore asset, maintenance, and process data without custom report projects.
Complete Asset Lifecycle Management
From commissioning to decommissioning. Work orders, preventive schedules, spare parts, QR provisioning, maintenance history, and compliance documentation — one system.
Clear, Measurable ROI
Reduction in unplanned downtime through predictive failure detection
Extension of asset useful life through physics-based condition monitoring
Fewer software vendors to manage, procure, and integrate
Additional cost for BI, reports, dashboards, or analytics — all included
Every Plan Includes Everything
Our Mission
Democratize industrial intelligence. Give every operations team — regardless of size or budget — the same predictive capabilities, asset management, and analytics that Fortune 500 companies get, without needing a data scientist, a BI analyst, or a consulting firm.
ONE PLATFORM • ZERO DATA SCIENTISTS • CLEAR ROI FROM DAY ONE
Our Values
Industrial First
We build for the realities of industrial environments — reliability, security, and offline operation are non-negotiable.
Accessibility
World-class industrial AI shouldn't require a Fortune 500 budget or a team of data scientists. We make it accessible to everyone.
Pragmatic Innovation
We ship real solutions that work today, not research projects. Every feature earns its place through measurable ROI.
Trust & Transparency
Your data stays yours. Dedicated database per customer. No data commingling. Transparent pricing with Stripe billing.
See It In Action
One demo. One platform. Everything your operations team needs — from sensor to work order.