Best Predictive Maintenance Software - Page 19

How Many Predictive Maintenance Software Products Does G2 Track?

Total Products under this Category: 315

Category Stats (Nov 2026)

  • Average Rating: 4.38/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: I-care Group (+2.72%) - Among all products in this category, I-care Group recorded the largest rating increase compared to last month

Last updated: November 01, 2026

How Does G2 Rank Predictive Maintenance Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 10,900+ Authentic Reviews
  • 315+ 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, GE Vernova APM, Fiix CMMS, Fracttal One, 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=ge-vernova-apm&focus%5B%5D=fiix-cmms&focus%5B%5D=fracttal-one&focus%5B%5D=emaint&focus%5B%5D=nokia-warp-6)

Stimio

Who Is the Company Behind Stimio?

  • Seller: Stimio
  • HQ Location: Sainte-Luce-sur-Loire, FR
  • LinkedIn® Page: www.linkedin.com
    13 employees on LinkedIn®

Storhy

Who Is the Company Behind Storhy?

  • Seller: Adequasys
  • Year Founded: 2015
  • HQ Location: Chavannes-de-Bogis, CH
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

SuiteSpot Capital

SuiteSpot Capital is a “suite” of workflows that connect and power your office and mobile capital project teams with automation, visibility and control. Our solutions include project management, budget tracking, forecasting, document management, vendor management, reporting and risk management.

Who Is the Company Behind SuiteSpot Capital?

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How it works

SWEVEN

Sweven is a powerful marketplace designed for facility maintenance management, connecting vendors and businesses in the U.S. through a seamless digital platform. With Sweven, you can automate the work order lifecycle, from vendor bidding to job dispatch and real-time tracking, reducing operational inefficiencies by 40%. Ideal for facility managers and service vendors, Sweven offers full automation and a streamlined process for managing recurrent maintenance tasks, ensuring no job goes unnoticed. Our platform supports IoT integration, enabling remote monitoring of equipment and facilities, and provides intuitive tools such as interactive maps for easy job location management. Users benefit from real-time notifications to stay updated on job progress, upcoming deadlines, and payment statuses. Available on both App Store and Google Play, Sweven facilitates instant digital payments, helping businesses manage and pay for services efficiently. With no monthly fees, both clients and vendors pay a small fee per transaction, making Sweven a cost-effective solution for the facility maintenance industry.

Who Is the Company Behind SWEVEN?

  • Seller: Sweven
  • Year Founded: 2011
  • HQ Location: Orlando, US
  • LinkedIn® Page: www.linkedin.com
    11 employees on LinkedIn®

SyncAI

SyncAI is a governed reliability decision workspace for industrial maintenance and engineering teams. It brings asset context, work history, condition readings, and engineering evidence into reviewable investigations. Scope-dependent capabilities include failure analysis, evidence-graded root-cause workflows, condition monitoring, and auditable decision cases. The workspace distinguishes observed facts, hypotheses, and missing evidence so a named person can review the proposed next step. Customer-provided exports can support a bounded evaluation; production integrations are scoped and validated for each environment. SyncAI is available for customers to purchase and use. Access, configuration, and available capabilities depend on the agreed scope. Operational decisions remain with authorized personnel.

Who Is the Company Behind SyncAI?

TabsCAFM

TabsCAFM is a Computer-Aided Facilities Management software system, providing Facilities, Estates and Service Management industries with a trusted and robust software package to efficiently manage people, places and processes.

Who Is the Company Behind TabsCAFM?

  • Seller: TabsFM
  • Year Founded: 1992
  • HQ Location: Rochester, GB
  • LinkedIn® Page: www.linkedin.com
    13 employees on LinkedIn®

Tacit AI

The first FMEA that tells you when it's wrong. Your FMEA stays current with field evidence. Engineers review every change. Hosted on your infrastructure. Reality changed after approval. Tacit AI connects new evidence to affected rows, surfaces what your FMEA missed, and puts every change to engineer review. Nothing enters a controlled record until your reviewer approves it. Every decision is versioned, attributed, and reversible. Any LLM generates a risk document. Only Tacit AI knows when the document is wrong, because it is connected to the evidence that tests it. Persistent memory across equipment classes. Feedback loops that compound with every engineer correction. Source traceability from every FMEA row to the manual page, work order, or inspection report it came from. Workflows: Design FMEA (DFMEA, SFMEA, DVP&R), Process FMEA (PFMEA, control plans, work instructions), Maintenance & Reliability (FMECA, Weibull, PM optimization). Standards: AIAG-VDA, IEC 60812, SAE J1739, ISO 14971, MIL-STD-1629A. Integrates with SAP PM, IBM Maximo, Siemens Teamcenter, PTC Windchill, IFS, Oracle EAM, and 18+ systems. No data migration required. VPC (AWS, Azure, GCP), on-premise, or air-gapped. Dedicated database per customer. No prompt retention by default. Your data never trains a model. US and EU data residency. SOC 2 controls implemented. Deployed with Fortune 50 engineering teams.

Who Is the Company Behind Tacit AI?

  • Seller: Tacit AI
  • Year Founded: 2023
  • HQ Location: San Francisco, US
  • LinkedIn® Page: www.linkedin.com
    6 employees on LinkedIn®

Tekmon

Tekmon is an integrated operations platform designed to streamline environmental health and safety (EHS), quality management (QMS), ESG reporting, and maintenance management (CMMS) within a single system. This comprehensive solution enables organizations to manage various operational aspects efficiently, ensuring that critical data flows seamlessly between different functions without the need for redundant data entry. The platform is particularly beneficial for industries such as manufacturing, construction, energy, and logistics, where compliance with safety and quality standards is paramount. By consolidating inspections, incidents, audits, emissions data, and work orders into one cohesive data model, Tekmon allows teams to respond swiftly to operational challenges. For instance, if an inspection reveals a compliance issue, the system can automatically generate a work order to address the problem, thereby enhancing responsiveness and accountability across the organization. One of the standout features of Tekmon is its no-code workflow configuration, which empowers users to design and customize their operational processes without requiring extensive technical expertise. This flexibility is further augmented by AI assistance, which helps streamline decision-making and optimize workflows. As a result, teams can adapt the platform to meet their unique needs, ensuring that it aligns with their specific operational requirements and regulatory obligations. With over 30,000 users benefiting from its capabilities, Tekmon provides leaders with a unified view of their operations, facilitating better decision-making and strategic planning. The platform's ability to integrate various operational functions into one application simplifies the user experience, allowing teams to focus on their core tasks without navigating multiple systems. This integration not only enhances efficiency but also fosters a culture of collaboration, as team members can easily share information and insights across departments. Overall, Tekmon stands out in the operational management category by offering a comprehensive, user-friendly solution that addresses the complex needs of modern industries. Its focus on integration, customization, and real-time data access positions it as a valuable tool for organizations looking to enhance their operational effectiveness while maintaining compliance with industry standards.

Average Rating: 4.9/5.0

Total Reviews: 11

Who Is the Company Behind Tekmon?

  • Seller: Tekmon
  • Company Website:
  • Year Founded: 2018
  • HQ Location: Ioannina, GR
  • LinkedIn® Page: www.linkedin.com
    27 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services
  • Company Size: 64% Large, 36% Medium

What Do G2 Reviewers Say About Tekmon?

AI-generated summary from verified user reviews

Pros
  • Users like having maintenance requests and related operational records kept together in one place.
  • Users value no-code configuration of inspections and corrective workflows, plus photo-based reporting that captures much of an issue's details.
  • Users value offline access because teams can keep working when internet connections are unreliable.
  • Users value recurring defect identification because it makes patterns in inspection findings easier to spot.
Cons
  • Users find administrator onboarding time-consuming, with setup requiring trial and error and more guided sessions needed.
  • Users find ready-made reporting options limited, and some reports require customization.
  • Users need time to discover the platform’s features and understand how its modules fit together.

What Are Recent G2 Reviews of Tekmon?

TenForce

All in one EHSQ solution for Manufacturing, Pharmaceuticals, and Energy. TenForce unifies environmental, health, safety, quality, and compliance data in a single platform - ideal for plant managers and EHSQ teams across multi-site operations. Centralized Data Management: Find any document you need in seconds Streamlined Workflows: Automates tasks, notifications, and approvals, saving time and reducing errors. Improved Collaboration: Enables teams from different departments to stay aligned with shared dashboards and real-time updates. Simplified reporting: Customizable templates and scheduled reporting allows teams to automate recurring reports

Who Is the Company Behind TenForce?

  • Seller: TenForce
  • Year Founded: 2001
  • HQ Location: Louvain, BE
  • LinkedIn® Page: www.linkedin.com
    85 employees on LinkedIn®

Tensor Planet

Tensor Planet helps medium and heavy-duty fleets avoid service disruptions. We use AI to help detect, diagnose, and fix commercial vehicle failures weeks before they turn into breakdowns, using the telematics and maintenance data fleets already collect. No new hardware. No workflow changes. At a high level, Tensor Planet acts as an AI doctor for fleets. It continuously monitors vehicle health and identifies what is likely to fail next and when, and provides actionable maintenance recommendations for the technicians to take action. Read more: https://tensorplanet.com/

Who Is the Company Behind Tensor Planet?

Tensor Planet Inc.

Tensor Planet helps medium and heavy-duty fleets avoid service disruptions. We use AI to help detect, diagnose, and fix commercial vehicle failures weeks before they turn into breakdowns, using the telematics and maintenance data fleets already collect. No new hardware. No workflow changes. At a high level, Tensor Planet acts as an AI doctor for fleets. It continuously monitors vehicle health and identifies what is likely to fail next and when, and provides actionable maintenance recommendations for the technicians to take action. Read more: https://tensorplanet.com/

Who Is the Company Behind Tensor Planet Inc.?

ToolSense

Are you tired of outdated asset management methods that drain your budget? It's time to take control, boost efficiency, and cut costs with the ToolSense Asset Operations Platform. 𝙒𝙝𝙮 𝙘𝙝𝙤𝙤𝙨𝙚 𝙏𝙤𝙤𝙡𝙎𝙚𝙣𝙨𝙚: ToolSense is your key to streamlining your day-to-day operations. It's tailor-made for teams handling operations, maintenance, and repairs in various industries, such as construction, facility management, aviation, healthcare, and hospitality. 𝙔𝙤𝙪 𝙘𝙖𝙣 𝙪𝙨𝙚 𝙤𝙪𝙧 𝙪𝙨𝙚𝙧-𝙛𝙧𝙞𝙚𝙣𝙙𝙡𝙮 𝙥𝙡𝙖𝙩𝙛𝙤𝙧𝙢 𝙩𝙤 𝙚𝙖𝙨𝙞𝙡𝙮: ✅ Keep an eye on your assets ✅ Use real-time data from your assets, machines, vehicles, and tools ✅ Simplify maintenance and safety tasks ✅ Make your daily operations a breeze 𝙔𝙤𝙪𝙧 𝘼𝙙𝙫𝙖𝙣𝙩𝙖𝙜𝙚𝙨 𝙬𝙞𝙩𝙝 𝙏𝙤𝙤𝙡𝙎𝙚𝙣𝙨𝙚: ⭐ Slash Unplanned Downtime by 75%: No more surprise breakdowns. ⭐ Save 20% on Maintenance Costs: Spend less on upkeep, repairs and parts. ⭐ Boost Efficiency: Meet compliance rules and keep your frontline workers safe. Still stuck with spreadsheets and paper-based processes? It's time to go digital with ToolSense. 𝙒𝙝𝙖𝙩 𝙒𝙚 𝘾𝙖𝙣 𝙃𝙚𝙡𝙥 𝙔𝙤𝙪 𝘿𝙞𝙜𝙞𝙩𝙞𝙯𝙚: ✔️ Asset Management ✔️ Connecting your Fleet, Machines, and Assets with IoT Hardware ✔️ Maintenance Management and Supplier Integration ✔️ Preventive and Predictive Maintenance ✔️ Asset Lifecycle Management Workflows ✔️ Safety and Inspection Procedures ✔️ Work Order Management ✔️ Asset Scheduling and Delivery Notes ✔️ Vehicle Management and GPS Route Tracking ✔️ Parts and Inventory Management ✔️ Integration with ERP, CRM, and 3rd Party IoT Systems Join the ranks of our satisfied clients, including ISS, STIHL, JLL, Compass Group, SPIE, Vinci, and many more. Discover how ToolSense can transform your operations at www.toolsense.io. Don't let outdated asset management practices lose you money. Choose ToolSense and embrace a more efficient, cost-effective, and compliant way of managing your assets.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate ToolSense?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.1/10)

Who Is the Company Behind ToolSense?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of ToolSense?

TRACTIAN

Tractian is the Physical AI platform for asset intelligence, chosen by 2,000+ of the world's most demanding asset-heavy operations. We combine hardware sensors and AI-driven software to monitor machine health in real time, so teams can catch failures before they happen, prioritize what matters, and act with confidence. Trusted by global leaders like Eli Lilly, Air Liquide, Cummins, Ingredion, and Whirlpool, Tractian enables industrial teams to: ✔️ Catch failures weeks in advance with continuous multimodal machine health monitoring ✔️ Get full plant visibility through wireless industrial sensors, no WiFi or plant network required ✔️ Replace alerts with automated diagnosis: root cause and recommended action included ✔️ Monitor critical assets across every site from one unified dashboard Certified with ISO 27001 and SOC 2 Type II. Named to the Forbes AI 50 and ranked #24 Fastest-Growing Company in North America on the Deloitte Technology Fast 500™. Tractian has returned over $304M to customers and helped teams avoid over 97,631 hours of unplanned downtime.

Average Rating: 4.7/5.0

Total Reviews: 54

How Do G2 Users Rate TRACTIAN?

  • Has the product been a good partner in doing business?: 8.8/10 (Category avg: 9.1/10)

Who Is the Company Behind TRACTIAN?

  • Seller: Tractian
  • Company Website:
  • Year Founded: 2019
  • HQ Location: Atlanta, GA
  • LinkedIn® Page: www.linkedin.com
    889 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Manufacturing, Food & Beverages
  • Company Size: 43% Medium, 20% Small

What Do G2 Reviewers Say About TRACTIAN?

AI-generated summary from verified user reviews

Pros
  • Users value the easy-to-use interface of TRACTIAN, allowing for efficient tracking of downtime and machine data.
  • Users value the real-time monitoring features of TRACTIAN for swiftly addressing production delays and maintenance needs.
  • Users commend the exceptional customer support from TRACTIAN, highlighting dedicated staff and seamless installation experiences.
  • Users value TRACTIAN's efficiency in providing real-time feedback and auto-generated alerts for proactive resource management.
  • Users appreciate TRACTIAN for its real-time monitoring, enhancing equipment maintenance and reducing unplanned downtime effectively.
Cons
  • Users find the complex usability of TRACTIAN challenging, particularly regarding dashboard customization and mobile interface difficulties.
  • Users find the difficult learning curve of TRACTIAN challenging, especially in understanding data and implementing the system effectively.
  • Users find the expense of renting sensors to be a significant drawback, making budgeting challenging.
  • Users experience a steep learning curve with TRACTIAN, requiring training and assistance for effective use.
  • Users face usability issues with TRACTIAN, finding the interface complicated, especially on phones and for infrequent use.

What Are Recent G2 Reviews of TRACTIAN?

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