Ingest sensor data and maintenance history to forecast failures 6-12 months out.
Ingest Data
Sensor readings + maintenance history flow into ML models
Score Health
AI scores asset health and forecasts remaining useful life
Recommend Action
Auto-generate maintenance recommendations before failure
Failure Prediction
6-12 month failure forecasting
Remaining Useful Life
Days-to-failure estimates per asset
Asset Health Scoring
Real-time health index across fleet
Investment Planning
Optimize repair vs. replace decisions
Anomaly Detection
Statistical + ML anomaly detection
Spare Parts Forecasting
Predict parts demand from failure models
Ingest docs and Maximo data, embed and index, then answer questions in natural language with citations.
Ingest & Embed
Documents + Maximo data are embedded and indexed
Query
Natural language search across all knowledge sources
Generate Answer
AI retrieves context and generates answers with citations
AI Assistant
Natural language Q&A on Maximo and EAM
Document Retrieval
Semantic search across manuals and guides
Similarity Matching
Find similar work orders and failure patterns
FMEA Generation
AI-assisted failure mode analysis
Procedure Lookup
Instant maintenance procedure retrieval
Tribal Knowledge Capture
Preserve decades of maintenance expertise
Capture images and video, detect and classify defects with AI, then track remediation in Maximo.
Capture
Image or video from cameras, mobile, or drones
Detect & Classify
AI identifies and classifies defects automatically
Track Remediation
Create findings in Maximo and track corrective actions
Defect Detection
Automated visual defect identification
Gauge Reading
AI reads analog gauges and displays
Corrosion Assessment
Severity scoring for corrosion and wear
Safety Compliance
PPE and safety equipment verification
Quality Assurance
Manufacturing quality inspection
Drone Inspection
Aerial inspection for hard-to-reach assets
Trigger events, evaluate context with AI, execute workflows, and audit every action.
Trigger Event
Status change, schedule, or external signal fires
AI Evaluates
Context-aware routing and decision logic
Execute & Audit
Workflow runs, notifications sent, full audit trail
Work Order Routing
Intelligent assignment based on skills and location
Auto-Scheduling
AI-optimized maintenance scheduling
Approval Automation
Multi-level approval chains with escalation
Cross-System Integration
Connect Maximo to ERP, SCADA, and IoT
Parts Requisition
Automatic parts ordering from WO creation
Backlog Prioritization
AI-ranked maintenance backlog
Autonomous AI agents that plan, execute, and learn across your Maximo environment with human oversight.
Define Goal
Tell the agent what you need in natural language
Agent Plans
Breaks the goal into discrete executable steps
Execute with Tools
Uses Maximo APIs, RAG, analytics, and external data
Multi-Step Execution
Complex task chains with tool orchestration
Tool Orchestration
Maximo APIs, RAG, analytics in one flow
Human-in-the-Loop
Configurable oversight and approval gates
Memory & Context
Persistent memory across sessions
Autonomous Decisions
Configurable decision boundaries
Escalation Policies
Audit trails and escalation rules
Define policies, filter inputs/outputs, detect bias, explain decisions, and maintain full audit trails.
Define Policies
Set compliance rules, data residency, and safety guardrails
Monitor & Filter
Input/output filtering, bias detection, drift monitoring
Explain & Audit
Model explainability, human override, complete audit trail
Regulatory Frameworks
GxP, NERC CIP, ISO 55000 compliance
Data Residency
Sovereign data controls and geo-fencing
Model Explainability
Transparent AI decision rationale
Bias Detection
Continuous bias and drift monitoring
Content Filtering
Input/output safety guardrails
Full Audit Trail
Every AI action logged and traceable
Connect sensors and SCADA, stream to Monitor, detect anomalies in real time, and trigger predictions or work orders.
Connect Sensors
Industrial IoT, SCADA, and edge devices stream data
Detect Anomalies
AI identifies deviations from normal operating patterns
Alert & Act
Trigger predictions, create WOs, or escalate in real time
Industrial IoT Integration
OPC-UA, Modbus, BACnet, MQTT support
Real-Time Anomaly Detection
ML-powered deviation detection
Condition-Based Alerting
Threshold and pattern-based alerts
Edge Computing
Process data at the edge for low latency
OT/IT Convergence
Bridge operational and information technology
Custom Dashboards
Real-time monitoring visualizations
