Growing technical complexity
- Modern equipment demands deeper technical understanding
- Systems generate more data and alerts than humans can process
- Interconnected processes create complex decision scenarios
AGENTIC AI FOR INDUSTRIAL
Thanks for visiting us.
Here’s what you would have seen — intelligent decision agents for complex industrial operations, multi-agent teams collaborating in MAGS, and the APEX control room that orchestrates them all.
Intelligent decision agents for complex industrial operations.
Today’s complex industrial landscape, today’s unprecedented challenges.
The knowledge exodus
- Experienced operators retire faster than we can replace them
- Critical operational knowledge walks out the door
- Training programs can’t keep pace with technology changes
Operational pressures
- Teams must maintain peak performance with fewer staff
- Energy and resource costs keep rising
- Environmental and safety regulations become more stringent
XMPro’s Agentic AI doesn’t just monitor your operations — it actively observes, reflects, plans and acts to optimise processes, prevent failures and drive operational excellence.
Intelligent agents for industrial operations.
XMPro’s AI agents are purpose-built for industrial environments — combining advanced generative AI with deep domain expertise to solve the most challenging operational problems.
User Request · Generate · Publish
Content generators & curators
Knowledge specialists — gathering, analysing and producing information to support decision-making and knowledge management. They excel at reports, documentation and compliance.
Example roles
- Research Specialist
- Content Creator
- Content Curator
Observe · Reflect · Plan · Act
Industrial decision intelligence
The strategic core of your operations — continuously analysing data, evaluating options and making informed decisions based on operational goals and constraints.
Example roles
- Decision SME (Quality Engineer)
- Work Planner
- Managers
Conversational Queries
Industrial expert support
Virtual industrial advisors providing expert guidance through conversation. Combining domain knowledge with AI to deliver immediate answers and walk through complex procedures.
Example roles
- Subject Matter Expert
- Query Assistant
- “Over The Shoulder” Advisor
What makes XMPro agents different?
Industrial-grade reliability
Built for 24/7 mission-critical operations with real-time capabilities.
Advanced cognitive architecture
Sophisticated memory cycles enabling continuous learning and improvement.
Real-world grounding
Physics-based reasoning that understands your actual equipment and processes.
Governance framework
Built-in deontic principles ensuring responsible, safe and aligned AI operations.
Specialised skills
Purpose-built agent profiles for specific industrial roles — maintenance specialists, process optimisers, quality monitors.
Composable by design
Agents, teams and decision flows assembled like building blocks — reused across sites, scaled across functions.
Agents working together.
When individual agents collaborate in Multi-Agent Generative Systems (MAGS), they create powerful teams that can tackle complex industrial challenges through coordinated intelligence.
The power of agent teams
- Coordinated decision-making — agents share insights and collaborate to make better decisions than any single agent could alone
- Specialised role distribution — teams typically run 70% Decision Agents, 20% Content Agents, 10% Assistant Agents, optimised for industrial workflows
- Seamless communication — robust messaging infrastructure (MQTT/DDS) ensures agents exchange information in real-time
- Collective intelligence — teams develop shared understanding of processes, creating institutional knowledge that persists even as human experts retire
Your agent control room.
XMPro’s Agent Platform EXperience (APEX) provides comprehensive management and orchestration for your AI agents.
Deploy agents at scale
- Low-code agent creation — build, deploy and manage agents through an intuitive visual interface
- Team management — organise agents into collaborative teams tailored to operational needs
- Comprehensive monitoring — track agent performance with advanced observability tools
- Seamless integration — connect agents to existing OT/IT systems
- Scalable architecture — expand from a single process to enterprise-wide deployment
Ready to transform your operations?
Let’s pick up where the event left off — a working session, an architecture review or a deeper look at a use case that matches your environment.
