Best Predictive Maintenance Software - Page 10

How Many Predictive Maintenance Software Products Does G2 Track?

Total Products under this Category: 194

Category Stats (Oct 2026)

  • Average Rating: 4.38/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Powerfleet (+1.17%) - Among all products in this category, Powerfleet recorded the largest rating increase compared to last month

Last updated: October 26, 2026

How Does G2 Rank Predictive Maintenance Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 4,200+ Authentic Reviews
  • 194+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for Predictive Maintenance Software

G2 Grid® for Predictive Maintenance Software plotting products by satisfaction and market presence

Highlighted products: SAP Asset Performance Management, Limble, Cryotos, Fiix CMMS, Fracttal One, GE Vernova APM, eMaint, and Nokia Warp 6.

Underlying data: [Grid® JSON](https://www.g2.com/categories/predictive-maintenance/grids.json?focus%5B%5D=sap-asset-performance-management&focus%5B%5D=limble&focus%5B%5D=cryotos&focus%5B%5D=fiix-cmms&focus%5B%5D=fracttal-one&focus%5B%5D=ge-vernova-apm&focus%5B%5D=emaint&focus%5B%5D=nokia-warp-6)

Preteckt

Who Is the Company Behind Preteckt?

  • Seller: Preteckt
  • Year Founded: 2015
  • HQ Location: Memphis, US
  • LinkedIn® Page: www.linkedin.com
    9 employees on LinkedIn®

Process Optimization Agent

Built in the AI age, not retrofitted, UptimeAI surpasses the limitations of traditional APC and RTO. Process Optimization Agent utilizes advanced neural networks to model non-linear processes with unparalleled accuracy. It predicts shifts before they occur, making micro-adjustments to set points that stabilize operations, eliminate human error, and ensure your facility always operates at its ideal "Golden Run" state.

Who Is the Company Behind Process Optimization Agent?

  • Seller: UptimeAI
  • Year Founded: 2019
  • HQ Location: San Francisco, US
  • Twitter: @UptimeAI
    93 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    117 employees on LinkedIn®
  • Phone: info@uptimeai.com

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How it works

proprty.ai

proprty.ai uses domain-specific AI to predict building condition, remaining lifetimes, and cost across large property portfolios. This creates a continuously updated decision foundation for maintenance and investment planning, giving property owners the transparency to prioritise correctly, time capex investments, reduce unplanned opex, and protect long-term asset value. Used by leading property organisations across Denmark, Norway, Switzerland, and Germany — including KAB, By & Havn, and Københavns Ejendomme — managing over 40 million m² in total. Key capabilities include automated condition assessment, AI-generated maintenance plans, portfolio-wide overview of condition, cost and CO₂, FM system integration (Dalux), and ESG reporting with CRREM-pathway alignment. Profitable and past €1M ARR less than two years after product launch.

Who Is the Company Behind proprty.ai?

RAMSIT: Smart Reliability Engineering

An advanced tool for rapid, in-depth maintenance assessment of complex equipment fleets. RAMSIT delivers a data-driven action plan to improve reliability and reduce costs. Deep root cause analysis of system and equipment failures Significant reductions in maintenance costs and unplanned downtime Drives a cultural shift to proactive, data-driven management

Who Is the Company Behind RAMSIT: Smart Reliability Engineering?

Remote Monitoring

Remote monitoring utilizes advanced sensors to gather data continuously from industrial equipment, also known as remote equipment monitoring. This data is transmitted to a centralized platform where it can be analyzed. Engineers and managers can access this data via secure platforms with a dashboard adjusted to your requirements to provide detailed insights into machine performance, energy usage, and operational efficiency. Based on the data gathered we can provide clear insights for your Predictive Maintenance planning. We give advice when, how and what is needed to conduct maintenance on, like replacing parts or filters (consumables) to prevent process under-performance.

Who Is the Company Behind Remote Monitoring?

RepairSense

Who Is the Company Behind RepairSense?

  • Seller: Mobsoft
  • Year Founded: 2003
  • HQ Location: Manchester, GB
  • Twitter: @Mobysoft
    1,267 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    109 employees on LinkedIn®

Residely

Residely is home maintenance software that uses AI to create personalized schedules and organize household records. It analyzes details like age, size, climate, and service history to provide tailored recommendations. Users claim their home by entering an address, retrieving data like construction year and major systems. The AI generates a custom plan with DIY or professional guidance and cost estimates. A snap-and-extract feature lets users photograph receipts, warranties, and appliance nameplates, with AI organizing the data and locating manuals. A timeline view consolidates home history and future tasks, while household sharing allows multiple users to access records. Data is encrypted and stored in private cloud storage. The platform is available on Android, with iOS in development.

Who Is the Company Behind Residely?

ResQ

The leading platform for restaurants to request, manage, and pay for repairs and maintenance. www.getresq.com

Average Rating: 4.5/5.0

Total Reviews: 2

Who Is the Company Behind ResQ?

  • Seller: ResQ
  • Year Founded: 2018
  • HQ Location: Toronto, CA
  • Twitter: @GetResQ
    534 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    181 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Medium, 50% Small

What Are Recent G2 Reviews of ResQ?

Root Cause Agent

We supplement APM and predictive analytics technology to take operations from problem detection to root cause and recommendations. UptimeAI Root Cause Agent tells you what’s happening, why, and what to do about it—delivering continuous, real-time decision support where it matters most.

Who Is the Company Behind Root Cause Agent?

  • Seller: UptimeAI
  • Year Founded: 2019
  • HQ Location: San Francisco, US
  • Twitter: @UptimeAI
    93 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    117 employees on LinkedIn®
  • Phone: info@uptimeai.com

Rotomate

Who Is the Company Behind Rotomate?

  • Seller: Rotomate
  • Year Founded: 2024
  • HQ Location: Helsinki, FI
  • LinkedIn® Page: www.linkedin.com
    13 employees on LinkedIn®

RoutePe

Who Is the Company Behind RoutePe?

  • Seller: RoutePe
  • Year Founded: 2024
  • HQ Location: Hyderabad, IN
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

SanchAI

SanchAI is an agentic AI platform built for renewable energy plants and assets, helping teams analyze operational data, identify performance issues, understand the root causes of losses, and improve plant generation through AI-driven insights.

Who Is the Company Behind SanchAI?

Nathan Calabrese
NC
Researched and written by Nathan Calabrese
Updated October 3, 2024