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Arch Data Twin

The Foundation for Trusted, 
AI-Ready Factory Intelligence

Before your systems can act like an expert, they need to see like one.

The Arch Data Twin transforms fragmented, messy machine and system data into a clean, contextual, real-time model of your operations.

It’s not just data storage—it’s the backbone of intelligent action across your factory.

Why IT Matters

From Raw Signal to Reliable Insight

Unified + Contextualized

Structures signals from machines, MES, SCADA, QMS, and more into one operational model– aligned by asset, product, and time.

AI-Ready by Design

Structures raw data for real-time, intelligent action.

Deploys Without Disruption

No downtime. No replacing existing infrastructure. Just fast connection to what you already have.

Built to Scale

Works across lines, shifts, and sites with consistent structure and performance.

Better Data, Smarter Decisions

Enables high-confidence root cause analysis, alerting, and guided actions with minimal human intervention.

WHAT POWERS THE DATA TWIN

Built to Meet Your Factory Where it is Today

Arch Data Twin is more than a data model– it’s a complete, scalable, infrastructure designed for speed, security, and seamless integration to existing factory machines and systems, consisting of three key components:

Connectors

Prebuilt interfaces connect to hundreds of machine types and factory systems.
  • MES, SCADA, PLCs, QMS, and dashboards—modern or legacy.

Broker

Routes and orchestrates live factory signals between machines, dashboards, AI agents, and other systems.
  • Trigger-based, event-driven intelligence in motion.

Managed Cloud

A secure, scalable cloud environment with real-time and historical data access.
  • Hybrid and on-prem options available for compliance or control.
Real-World Impact

Real World Impact

Build Your AI Future on the Right Foundation

See how the Arch Data Twin enables smarter decisions across your factory– without slowing you down.

Fast onboarding 
and faster ROI

Trusted data that drives AI accuracy and root cause clarity

Streamlined analytics and automated reporting across the enterprise

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