Industrial equipment monitoring

Predictive Failure
Prevention

Unlike legacy APM systems that only report what happened, or AI tools that flag anomalies without explanation, Causify forecasts when and why failure is likely—then simulates your best options to prevent it.

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Causal AI Platform

Beyond Pattern Detection

We augment your data with causal reasoning and simulation—not just anomaly detection. Our platform is asset-agnostic, modeling causal paths regardless of manufacturer. Integration-ready with Maximo, UpKeep, and PI System. Asset-level insights with fleet-wide optimization.

Predictive maintenance visualization

Early Warning System

Advance warning of potential failures with clear causal explanations.

  • Dynamic risk scoring
  • Causal path analysis
  • Uncertainty bounds
Maintenance simulation interface

Intervention Simulation

Model different maintenance strategies and their impact on asset health.

  • What-if scenarios
  • Cost-risk analysis
  • ROI forecasting
System integration visualization

Seamless Integration

Enhance existing systems with ready-to-use adapters and templates.

  • CMMS platforms
  • Telemetry APIs
  • OEM platforms

Decision Intelligence Platform

Predictive, Prescriptive, Explainable

Combines early warning, intervention simulation, and explainable reasoning into a lightweight, integration-friendly intelligence layer.

Failure Risk Score (FRS)
Dynamic 0-100 score forecasting failure probability, based on causal models linking telemetry and degradation pathways.
Root Cause Analysis
Transparent causal path analysis showing why components are likely to fail, with contributing factors and uncertainty bounds.
Maintenance Strategy Simulator
Model different interventions like maintenance scheduling, load management, and component replacement with impact forecasts.
Asset Health Timeline
Track expected remaining lifespan under current conditions and simulated intervention paths.
ROI Impact Tracking
Monitor cumulative savings from avoided failures and optimized interventions, with actual vs. recommended path comparison.
Prebuilt Integrations
Ready-to-use adapters for CMMS (Maximo, UpKeep), telemetry APIs (PI System, SCADA), and OEM platforms.
Predictive failure prevention dashboard showing risk scores, maintenance effectiveness, and component health

Reduce Avoidable Failures

If your team manages high-value equipment, we'll help you reduce avoidable failures, extend component life, and minimize unnecessary maintenance—with reasoning you can trust.

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