See It Work
See It Work
SYSTEM: OPERATIONAL OT/IT CONNECTORS: 150+ AUTONOMOUS OPERATION: 15+ DAYS GOVERNED AUTONOMY: ENFORCED AUDIT TRAIL: IMMUTABLE INDUSTRIES: ASSET-INTENSIVE & MISSION-CRITICAL DEPLOYMENT: 3-6 MONTHS VIA APEX CONTROL LOOPS: 3,400+ SYSTEM: OPERATIONAL OT/IT CONNECTORS: 150+ AUTONOMOUS OPERATION: 15+ DAYS GOVERNED AUTONOMY: ENFORCED AUDIT TRAIL: IMMUTABLE INDUSTRIES: ASSET-INTENSIVE & MISSION-CRITICAL DEPLOYMENT: 3-6 MONTHS VIA APEX CONTROL LOOPS: 3,400+

XMPRO APEX AI

Agent Platform Experience

Your Enterprise Control Room for Agentic Operations

XMPro APEX is the mission-critical orchestration layer that manages industrial AI agents with precision, scalability, and enterprise-grade governance. From agent configuration and team coordination to memory management, observability, and compliance — APEX ensures your AI agents are always under control.

Deploy Teams of Autonomous AI Agents at Scale

From initial configuration to real-time observability, APEX gives you the tools to operationalize Multi-Agent AI across your entire organization.

XMPro APEX transforms how enterprises deploy and manage autonomous agents at scale.

Providing the orchestration platform that turns individual AI agents into coordinated teams with measurable performance, enterprise-grade governance, and continuous learning capabilities that adapt to your operational reality.

XMPro MAGS Creation Wizard
XMPro MAGS Team Administration MAGS Team Administration Equipment Performance Agent Profile

APEX Platform Capabilities

Without orchestration, autonomous agents are just isolated scripts. XMPro APEX is the first platform that makes autonomy safe, governed, and scalable — at enterprise scale.

Agent Profile Management

Dynamic agent configuration system with runtime profile management and behavioral adaptation. Define, version, and deploy agent profiles that evolve with your operational requirements.

Agent Team Management

The team management system orchestrates multiple agent instances through sophisticated coordination protocols and communication frameworks. Compose specialist teams that collaborate toward shared objectives.

Configuration Management

Centralized configuration system with environment-specific settings and runtime parameter adjustment. Manage agent behavior across dev, staging, and production without redeployment.

Memory Management

Sophisticated memory architecture with significance-based retention, vector similarity search, and temporal decay models. Agents remember what matters and forget what doesn't.

Integration Management

Comprehensive integration framework supporting multiple data sources, APIs, and external systems with real-time processing capabilities. Connect agents to your entire technology landscape.

Communication Management

Multi-protocol communication framework with intelligent message routing, topic-based publishing, and collaborative decision protocols. Agents communicate reliably across distributed environments.

Prompt Management

Dynamic prompt engineering system with context-aware template generation, parameter injection, and response optimization. Craft, version, and refine prompts at scale without code changes.

Observability & Metrics

Comprehensive telemetry system with OpenTelemetry integration, real-time metrics collection, and performance analytics. Full visibility into every agent decision, action, and outcome.

Error Handling & Logging

Robust error management system with structured logging, exception handling, and recovery mechanisms. Agents fail safely and recover predictably without cascading failures.

Planning & Decision Management

PDDL-based planning system with multi-strategy optimization, consensus-driven decision-making, and adaptive plan adjustment. Agents plan ahead, not just react.

Governance, Security & Resilience

Robust role-based access control (RBAC) enforces security at every level. Global exception handling ensures fault tolerance and resilience during unexpected conditions. Configuration management tools enable secure, consistent system behavior supporting enterprise-grade governance.

Bounded Autonomy Framework

Agents operate autonomously within clearly defined constraints. Actions are governed by policies that limit scope and prevent unintended behavior, with execution boundaries that safeguard operational integrity. Dynamic action selection ensures agents can adapt intelligently while remaining aligned with strategic and safety objectives.

Be The APEX in Your Industry

XMPro APEX is the only AI platform built to govern, scale, and operationalize agentic AI across real-world industrial systems — from edge to cloud.

Safe Autonomy for Critical Operations

Most platforms offer agents or governance. APEX delivers both. Control agent actions, memory, and decisions using policy-constrained execution, oversight triggers, and a bounded autonomy framework designed for critical operations.

Composable Multi-Agent Systems at Scale

APEX enables reusable teams of agents, not single-task scripts. Coordinate specialized agents with shared goals, structured memory, and planning frameworks that evolve with your operational needs.

Integrated Decision Intelligence Framework

APEX embeds decision support into every agent. Agents operate with role-specific objectives, explainability, and planning that aligns with enterprise KPIs. This turns LLMs into accountable decision collaborators.

Enterprise-Grade Orchestration Layer

With built-in observability, audit trails, role-based access control, error handling, and policy enforcement, APEX is ready for deployment in secure, regulated environments across both cloud and edge infrastructure.

Learn More About XMPro Multi-Agent Generative Systems

Discover how XMPro's Multi-Agent Generative Systems (MAGS) redefine industrial AI by enabling coordinated teams of autonomous agents that think, plan, and act with shared objectives.

Learn More

Prebuilt AI Agents and Teams for Real-World Industrial Use Cases

Accelerate Deployment With Use Case-Specific Agent Teams

Typical Use Cases:

Task-focused automation agents
Scenario Generation and Validating
Collaborative Virtual Employee Teams
Complex industrial process optimization

Communicate & Collaborate With Your Agentic Team Your Way

Communicate, interact, and receive notifications from agents within your collaboration software such as Microsoft Teams, Slack, SMS and more...

MAGS Team Multi-Device Notification — Teams, Slack, SMS

PRODUCTION PROVEN

Trusted by Industrial Operators

VERIFIED RESULT — OIL & GAS
$16M Saved every year
18% Reduction in field service trips
95% Reduction in maintenance planning

Customer Case Study

Using XMPro, a global oil and gas supermajor rapidly composed and deployed an intelligent oil well maintenance solution in just three months -- achieving over $8 million in calculated value within the first six months.

VERIFIED RESULT — MINING
$10M Saved every year
30% Reduction in conveyor downtime
9,000t Saved every month

Customer Case Study

Using XMPro, the world's largest potash mining company rapidly composed and deployed a predictive maintenance solution for over 50 miles of underground conveyors in just 30 days, achieving $10 million in savings every year by reducing unplanned downtime by over 30%.

VERIFIED RESULT — ENTERPRISE SCALE
6 Sites with in-house adoption
1,000+ Assets monitored
35+ Operational, tactical and strategic use cases

Customer Case Study

XMPro enabled the in-house engineering team at a major North American miner to independently compose 35 operational, tactical and strategic solutions across six sites, scaling to monitor and manage over 1,000 diverse critical assets.

"XMPro successfully triggered a real predictive maintenance alert for a Haul Truck that appears to have a Strut issue - This was particularly impressive, considering we have only deployed the development environment a few weeks ago"

-- Advanced Predictive Maintenance Lead, major global mining company

Ready to Deploy Governed AI Agents at Scale?

Explore how APEX can transform your operations — from first agent to enterprise-wide agentic teams.