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Enterprise asset management suite with AI‑powered predictive maintenance, IoT integration, and extensive work‑order automation.
Cloud‑based platform that combines sensor data, AI models, and collaborative knowledge to predict failures across heavy‑industry assets.
#4 Uptake
Industrial AI platform offering real‑time condition monitoring, failure prediction, and prescriptive recommendations for wind, rail, and heavy equipment.
Machine‑learning driven predictive maintenance suite that ingests sensor streams, detects anomalies, and forecasts component RUL.
AI‑based health monitoring for rotating equipment, delivering early‑warning alerts and remaining‑useful‑life predictions.
#7 Augury
Acoustic and vibration analytics platform that uses AI to diagnose faults in bearings, gearboxes, and other mechanical components.
Open IoT operating system that provides predictive maintenance apps, digital twins, and analytics for wind turbines and industrial assets.
Cloud‑based asset performance management solution with AI‑driven health scores, predictive alerts, and integration to SCADA systems.
#10 C3 AI Suite
Enterprise AI platform offering pre‑built predictive maintenance applications for energy, manufacturing, and utilities.
#11 PTC ThingWorx
IoT platform with built‑in analytics, digital twins, and predictive maintenance modules for industrial equipment.
Connected asset management suite delivering AI‑based health monitoring, anomaly detection, and prescriptive actions.
Cloud‑enabled analytics service that predicts equipment failures using machine learning on real‑time sensor data.
#14 Flutura Cerebra
Industrial AI platform that creates digital twins and provides predictive insights for turbines, compressors, and other assets.
#15 Falkonry
Event‑driven analytics engine that learns normal operating patterns and flags deviations for early fault detection.
#16 Arundo Analytics
Data‑science platform focused on heavy‑industry, offering predictive maintenance models for wind, oil & gas, and maritime assets.
Comprehensive APM suite that combines IIoT data, AI, and workflow automation to predict failures across industrial fleets.
Fully managed IoT SaaS that includes templates for condition monitoring, anomaly detection, and RUL prediction.
AI‑powered asset health service that ingests telemetry, runs ML models, and surfaces predictive alerts via Looker Studio.
Industrial cloud platform offering data ingestion, analytics, and predictive maintenance micro‑services for energy assets.
Real‑time data historian paired with AF analytics that can be extended with predictive models for maintenance.