CLUSTER MAINTENANCE-DATA-EQUIPMENT · 17 ENTRIES · EARLIEST ENTRY 2025-05-08
AI predictive maintenance platforms
The cluster consists of AI-powered predictive maintenance platforms for industrial equipment, covering failure prediction, anomaly detection, and maintenance planning. The dated history is too thin to read a shape from—only 4 dated entries precede the index start, so the cluster likely predates the index or has undated members. Traction leaders by activity signal are GMAO (2 stars), followed by industrial-maintenance-ai and Bearingguardai_ (0 stars each).
Entry timeline
ENTRY TIMELINE
Each bar is the month a member carries, which is a creation date where the source published one and a crawl date otherwise. Nothing in the index was found before 11 August 2026, and coverage broadened sharply on 14–15 August, so a bar from then on reports how much we found that month, not how much was built; an earlier bar reports how far back a member's own source dated it — not how long we have been watching.
Members by activity
Activity signals, not revenue.
Build origin · 2 ai-built · 1 hand-coded · 14 unlabelled
Operator · 7 hobby · 3 indie · 7 unlabelled
Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 17 listed below. Unlabelled means nothing has decided yet — not that the answer is small.
- 01FHRA0★18 days—AI application that monitors factory fleets to predict maintenance failures, diagnose root causes, and optimize energy consumption for manufacturing operations.
- 02industrial-iot-platform0★23 days—Industrial IoT platform for remote maintenance and customer management of industrial equipment over the internet.
- 03predictive_maintainance_system0★5 days—hobbyWeb platform for industrial predictive maintenance that monitors equipment conditions and uses AI diagnostics to alert users before failures occur.
- 04sistema-criticidad-planta0★5 days—System that evaluates and classifies equipment criticality for industrial plant maintenance.
- 05industrial-maintenance-ai0★2 mo—hobbyIndustrial maintenance system that schedules preventive work and predicts equipment failures from sensor data using AI.
- 06aeromaintain-ai0★13 daysliveai-builthobbyPlatform that predicts aircraft component failures and guides maintenance analysts through evidence-based, human-approved actions.
- 07GMAO2★1 mo—AI maintenance management platform that predicts equipment failures, assists with documentation, and processes sensor data for industrial teams.
- 08smart-issue-management-system0★19 days—AI-powered maintenance issue routing system for retail stores that classifies problems, assigns technicians, and monitors service level agreements.
- 09iot-scada-predictive-hub-go-iot-scada-hub-v2026-b580★1 mo—hand-codedPlatform for industrial IoT that combines SCADA and telemetry for predictive maintenance.
- 10aegis-predictive-maintenance0★1 mo—hobbyAI platform that predicts machine failures, detects anomalies, and explains its predictions for industrial equipment monitoring.
- 11maintain-agent1★2 mo—hobbyAI maintenance planner that extracts machine data from reports, recommends best-practice measures, and generates ROI-backed industrial maintenance plans.
- 12Railway-coach-agent0★1 molivehobbyAI platform that predicts railway coach maintenance needs, flags high-risk coaches, and alerts maintenance teams through chat and email.
- 13Steel-Wizard-Core-AI2★4 moliveai-builthobbyAI-powered maintenance platform for steel plants that predicts failures and prioritizes actions.
- 14hermes_reply_award_winning_system1★11 mostale—Predictive maintenance platform using multi-agent AI to detect equipment failures and forecast failures for industrial operations.
- 15MaintSaver1★1 yrabandonedliveindiePlatform using AI to predict equipment failures for small manufacturers, designed for easy integration and minimal setup.
- 16Arm-SaaS0★5 moliveindieAI SaaS platform that predicts failures in industrial robot arms through a digital twin and triggers proactive maintenance from telemetry.
- 17spectra0★6 mostale—indieB2B platform that monitors industrial equipment in real time, detects anomalies, and predicts maintenance needs for manufacturers, auto shops, and fleets.
Ranked by traction, highest first, and paged 20 at a time — this is a window on the cluster, never the whole of it. Ties are broken by a stable id so a product cannot appear on two pages or fall between them. Browse every cluster.