Azure Adaptive Cloud Approach
Microsoft’s Azure adaptive cloud approach delivers the flexibility to run workloads seamlessly across edge, on-premises, and cloud environments.
It provides a unified control plane through Azure Arc, enabling manufacturers to connect and manage every site, system, and machine with the same security, resilience, and scalability that power the Microsoft Cloud.

Azure IoT Operations
Azure IoT Operations connects industrial assets to Azure with industrial-grade reliability and security.
It captures real-time machine data, normalizes it at the edge, and streams it into the unified data foundation within Fabric — bridging operational technology (OT) with enterprise systems and AI services.
Factory CONNECT
Factory CONNECT provides ready-to-deploy connectors for hundreds of industrial data sources — PLCs, SCADA, historians, MES, and more.
It ingests, contextualizes, and synchronizes production data into Azure in near real-time, creating the clean, trusted data pipeline required for analytics, Fabric, and AI applications.
Fabric RTI
Microsoft Fabric RTI (Real-Time Intelligence) unifies streaming and historical data within Microsoft Fabric.
It enables manufacturers to analyze live operational signals alongside contextual business data—powering dashboards, alerts, and adaptive AI experiences across the Microsoft ecosystem.
Factory STRUCTURE
Factory Structure transforms raw production data into a semantic, hierarchical model of every asset, line, and process.
It provides the context that allows Microsoft Fabric, Azure AI Foundry, and Copilot to reason over machine data—creating the foundation for real-time insights and autonomous decision-making.
Industrial MCP Server
Sight Machine’s MCP Server (Model Context Protocol) enables AI agents — including Microsoft 365 Copilot — to securely access and interact with contextualized industrial data.
Through this protocol, agents can query Sight Machine’s live factory models, extract operational insights, and take informed actions — all while maintaining enterprise-grade governance and data privacy.

Microsoft 365 Copilot
At the top of the stack, Microsoft 365 Copilot transforms industrial intelligence into natural-language insights for every role.
By connecting through Sight Machine’s MCP Server, Copilot and other AI agents can ask complex questions — like “Which filler line is trending toward downtime?” or “How did energy use shift after yesterday’s changeover?” — and receive context-aware answers grounded in real factory data. The result: real-time, explainable recommendations that empower teams to act faster, optimize continuously, and close the loop between insight and execution.

3D Visualization and Simulation
For customers seeking advanced simulation and digital twin capabilities, the solution integrates seamlessly with NVIDIA Omniverse.
Omniverse connects to Sight Machine’s contextual data and Microsoft Fabric to create interactive 3D twins of factories, production lines, and assets. This enables engineers and data scientists to simulate performance, test optimizations, and visualize AI recommendations in real-time — accelerating innovation while reducing risk.