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Revolutionizing Manufacturing with Vertical Design-to-Operate (D2O) AI Agents
See Agentic Core V.0S in action
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Uptime
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Overview
In the complex world of Design-to-Operate (D2O), precision and efficiency are paramount. Stexion Tech Labs integrates specialized Vertical AI Agents into the heart of the manufacturing value chain. We bridge the gap between heavy industrial assets and digital enterprise orchestration, creating a Business Smart ecosystem where designs are seamlessly translated into optimized production and operation realities.
Layer A: Orchestration
Manufacturing Orchestration
The command center of the D2O framework is Manufacturing Orchestration. Anchored by SAP Digital Supply Chain, this layer governs the product lifecycle from inception to retirement. It ensures that every agentic insight is actionable within the enterprise system of record, coordinating critical functions like Product Lifecycle Management (PLM), Production Planning (PP), Quality Management (QM), and Asset Management.
Layer B: Integration
Industrial Data Fabric
Connecting the shop floor to the top floor, the Industrial Data Fabric acts as the secure integration layer. It handles the unique challenges of OT/IT Convergence, ingesting real-time sensor data and translating it for the Industrial V.OS Core. With strict Operational Security protocols, it ensures that sensitive proprietary designs and production data are protected while enabling high-speed, low-latency agent interactions.
Layer C: Vertical AI Agent Expertise
Our curated Vertical AI Agency for D2O brings together the world's most advanced industrial agents:
Machine Health (Augury): predictive maintenance and mechanical diagnostics to prevent downtime.
Simulation Engineering (PhysicsX): AI-driven physics simulation to drastically accelerate design optimization.
Industrial DataOps (Cognite): Contextualizing complex industrial data for accessible, actionable insights.
Frontline Operations (Tulip): Empowering human workers with computer vision and guided workflows.
Industrial AI (MakinaRocks): Specialized anomaly detection and control optimization for complex machinery.
Stexion's Design-to-Operate Framework transforms static manufacturing chains into dynamic, self-optimizing ecosystems. By embedding specialized agents like Augury and PhysicsX directly into the enterprise workflow, we enable manufacturers to innovate faster, produce smarter, and operate with unprecedented reliability.
Platform Process


Step 4 — Auto Guard
Platform’s adaptive security layer kicks in to protect your system 24/7. It learns and evolves with new threats, providing advanced threat prevention and keeping your infrastructure secure — all without manual intervention.
10
sec
Average threat detection
Step 1 — Smart Connect
Platform’s AI analyzes your tech stack and swiftly configures your ideal environment. One connection is all it takes to set everything up following industry best practices
30
sec
Average connection time
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