F1 LIVE DATA
Live Data Insights
Processes real-time data from industrial sources to provide up-to-date insights for informed decisions. Continuous monitoring of operational parameters.
XMPRO ASSISTANT · INDUSTRIAL COPILOT
XMPro Assistant AI.
Your intelligent industrial copilot.
Generative AI for interactive, context-aware assistance and recommendations across industrial operations. A skilled advisor sitting alongside operators, engineers, and planners, grounded in your real-time operational data.
An industrial copilot grounded in operational reality.
XMPro Assistant AI applies generative reasoning to live operational data, procedures, and engineering context. It explains, summarizes, and recommends in plain language, while staying grounded in the source records that operations teams already trust.
Assistant AI has since been folded into the broader XMPro agentic AI continuum. For the current product page, see Agentic AI →
What the assistant does.
F2 ANALYSIS
AI-Powered Analysis
Generative AI analyzes complex industrial data and offers initial assessments and recommendations to support subject matter experts.
F3 NL QUERY
Natural Language Queries
Interact with operational data using conversational language. Easy access to insights for users at every level of technical expertise.
F4 CONTEXT
Context-Aware Recommendations
Considers historical data, current conditions, and business objectives. Provides tailored suggestions for process optimization in changing scenarios.
F5 LEARN
Interactive Learning
Improves its knowledge base through interactions with users. Continuously refines its understanding of industrial processes and terminology.
F6 COLLAB
Intelligent Collaboration
Goal-seeking suggestions based on communication feeds and real-time data. Avoids data silos, captures organizational knowledge in real time.
The generative AI stack inside the assistant.
XMPro Assistant AI blends four families of generative AI techniques, each tuned for a different kind of industrial reasoning.
T1 TECHNIQUE
Generative Adversarial Networks
Enhance anomaly detection, predictive maintenance, and process optimization through adversarial models competing for the best outcome.
T2 TECHNIQUE
Transformer Models
Advanced natural language understanding with bring-your-own-model support and context-aware insights across operations.
T3 TECHNIQUE
Text-to-Image Models
On-demand visuals and dashboards for clear, impactful data communication. Bring-your-own-model support for visual content generation.
T4 TECHNIQUE
Diffusion Models
Generate synthetic data, reconstruct signals, provide probabilistic forecasts, and enhance image processing for industrial analysis.
An intelligent copilot for industrial operations, with an intuitive conversational interface.
Live operational data, prescriptive recommendations, and natural-language analysis brought together in a single assistant surface. Built for the constraints of operational technology environments.
Where the assistant earns its keep.
A1 APPLICATION
Prescriptive Recommendations
Evidence-backed next-best actions for process optimization, ranked by impact and confidence and grounded in live operational data.
A2 APPLICATION
Knowledge Curation
Internal information curation and knowledge management. Captures expert know-how and makes it searchable across the operation.
A3 APPLICATION
Self-Service Analytics
Natural-language self-service analytics. Users describe what they want; the assistant builds the analysis on operational data.
A4 APPLICATION
Troubleshooting Support
Interactive troubleshooting and problem-solving. Guides operators through diagnostic flows grounded in current conditions.
A5 APPLICATION
Work Instruction Generation
Dynamic work instructions generated from live data, equipment context, and approved procedures, in the language operators use.
A6 APPLICATION
Scenario Modeling
Intelligent scenario modeling and simulation. Test plans against operational context before they reach the floor.
The assistant lifecycle.
From data ingestion to continuous learning, every step happens inside the same governed industrial AI environment.
01
Data Ingestion and Configuration
Continuously processes real-time data from industrial sources. Integrates with existing databases and knowledge management systems.
02
Query Interpretation
Interprets user queries using advanced natural language understanding. Contextualizes requests within the specific industrial domain.
03
AI-Powered Analysis
Applies generative AI models to analyze data and generate insights. Considers multiple scenarios and potential outcomes.
04
Response and Visualization
Formulates clear, concise, and actionable responses. Provides supporting data and visualizations where they help.
05
Continuous Learning
Improves through ongoing interactions and feedback. Adapts to changing industrial processes and user needs.
See XMPro Assistant AI in action.
Assistant AI is part of the agentic AI continuum.
The Assistant AI capability is now positioned within the XMPro agentic AI continuum, alongside advisors, cognitive decision teams, and governed autonomous operations.
Ready to put a context-aware copilot to work?
Talk through where an industrial assistant fits your environment, or explore the broader agentic AI continuum.
