Digital Twin Operations Agent
The Digital Twin Operations Agent, from Infocepts, enables manufacturers to create and operate real-time digital representations of production assets and processes — integrating digital twin models, OSIsoft PI data, and IIoT sensor streams to continuously synchronize physical operations with virtual models.
2–5%
Throughput improvement
Hours
Not shifts, to surface operational divergence
Real-Time
Sync between the digital twin and operations
Multi-Plant
Visibility through a single digital twin
Solution Overview
The agent helps manufacturing teams monitor asset health, detect operational deviations, run what-if simulations, improve throughput, and support decision-making through governed intelligence powered by the AI Semantic Layer.
This agent is part of ManuAI, the Infocepts manufacturing intelligence platform: eight specialist agents unified by a single semantic layer that gives every agent, dashboard, and report one governed definition of each KPI. Deploy this agent on its own, or alongside the others as a connected suite. Explore the broader portfolio of manufacturing analytics powered by Infocepts AI and data insights.
Problems It Solves
Without a live model of the plant, performance is only visible after the fact. Gaps between expected and actual output go unnoticed for shifts, changes reach the floor before anyone can test them, and the data needed to simulate the operation sits scattered across MES, SCADA, and IIoT systems.
Without a live model, asset and process performance stays hard to see in the moment.
Deviations between expected and actual performance often go unnoticed.
Changes go live without first being tested against a model.
The data needed to model the plant is scattered across multiple systems.
How It Works
Integrate data from machines, sensors, MES, ERP, and IoT platforms to create a unified operational view.
Track production KPIs, equipment health, throughput, and efficiency in real time.
Identify gaps between expected and actual performance to uncover issues before they impact operations.
Test production scenarios virtually to evaluate outcomes and optimize decision-making.
Refine the digital twin with new operational data to enhance predictive accuracy and performance over time.
Core Capabilities
A live virtual model synchronized with physical operations.
Test what-if changes before committing resources.
Model-versus-actual gaps surfaced within hours.
Continuous monitoring of asset condition and performance.
The model gets more accurate the longer it runs.
Shares context with the other ManuAI agents through the semantic layer.
Impact
Who Benefits
Technical Fit
Cloud-flexible by design: container-based and proven on Microsoft Azure today, portable to AWS, Google Cloud, or your own Kubernetes cluster on premises, with managed services mapped to each provider’s equivalents. No single-cloud lock-in and no second version of the product to maintain.
Technical Fit
Role-based access controls, governance, lineage, audit logs, secure data access, and enterprise-grade security controls.
Partner Ecosystem
Integrates with AVEVA / Bentley iTwin, OSIsoft PI, IIoT platforms, and major manufacturing systems to enable real-time digital twin operations and manufacturing intelligence. Explore the broader portfolio of digital twin simulation for manufacturing.
Resources
Access practical guides, quick solution briefs, and on-demand video walk-throughs created by our operations optimization teams.
FAQs
It is a solution from Infocepts that creates real-time virtual replicas of manufacturing assets and processes. By synchronizing digital twin models with OSIsoft PI and IIoT data, it detects operational divergence within hours, enables what-if simulations for planning, monitors asset health, and targets a 2–5% throughput improvement.
Digital twins mirror physical assets and processes in real time, so teams can detect deviations between expected and actual performance early, simulate operational scenarios before committing resources, monitor asset health continuously, and make better decisions — establishing a digital foundation for broader manufacturing intelligence.
Manufacturing analytics powered by Infocepts AI and data insights.
