Best Predictive Maintenance Software - Page 18

SF2 Suite SE

SF2 Suite SE – State Intelligence on Your Own Data Many signals in. One comparable state out. SF2 Suite SE is the permanently free entry point into SF2 State Intelligence. It enables engineers, technicians, developers and industrial users to analyse multivariate machine and process data in a fundamentally different way: not only as individual sensor values, but as the combined state of the system they describe. Powered by SF2’s Semantic Folding technology, the software transforms heterogeneous sensor and process data into compact binary State Fingerprints. Temperature, pressure, vibration, current, speed, flow and other signals can be combined into a single state representation. Similar operating states generate similar fingerprints, making different points in time, operating phases or reference conditions directly comparable. From individual signals to system states Traditional monitoring often evaluates signals separately using thresholds, limits or predefined rules. This is useful, but it can miss changes that emerge from the interaction between multiple parameters while each individual value still appears normal. SF2 adds a system-level perspective. It captures the relationships within multivariate data and represents them as a State Fingerprint. Changes in machine or process behaviour therefore become visible as changes in the state representation. This allows users to explore questions such as: - Is the system behaving like it did under a known operating condition? - Is its state gradually drifting over time? - When did a relevant transition begin? - How similar are two production runs, batches or operating phases? - Is one machine behaving differently from comparable assets? No large labelled fault database required SF2 does not depend on conventional supervised fault classification or large collections of historically labelled failures. Depending on the application, the semantic model can be formed unsupervised from representative historical data. Known operating, maintenance or process conditions can then be stored as reference states. New State Fingerprints can be compared with these references through fingerprint overlap, providing a transparent measure of state similarity. Once a model is fixed and versioned, the runtime transformation and comparison are reproducible: the same input produces the same State Fingerprint and comparison result. Local by design SF2 Suite SE runs locally on Windows, macOS and Linux. Core analysis does not require a cloud service, allowing machine and process data to remain under the user’s control. The SE edition is designed for working with CSV data, making it easy to start with existing machine logs, sensor recordings or exported process histories without building a new data infrastructure first. What you can explore with SF2 Suite SE SF2 Suite SE can be used to investigate machine states, process drift, operating phases, maintenance conditions, production runs and multivariate behaviour across a wide range of applications. Typical data may come from manufacturing equipment, pumps, motors, machining processes, energy and water systems, test environments or complex industrial and life-science processes. The objective is not to replace SCADA, Condition Monitoring, automation or existing analytics. SF2 adds a complementary State Intelligence layer that makes complex multivariate system behaviour compact, comparable and understandable over time. Start with your own data Import your CSV data, create State Fingerprints and explore how the state of your machine or process changes over time. SF2 Suite SE is permanently free. No subscription. No mandatory cloud. SF2 – The Operating System for Machine States.

ShireSystem

Eleco is a leading international provider of integrated software solutions that empower businesses to plan, manage, and maintain critical assets, infrastructure, and facilities with precision and efficiency. At the heart of our offering is ShireSystem, an award-winning Computerised Maintenance Management System (CMMS) and Enterprise Asset Management (EAM) solution trusted by thousands of users across multiple industries, including manufacturing, facilities management, utilities, healthcare, education, and logistics. ShireSystem helps organisations to reduce downtime, extend asset life, ensure regulatory compliance, and optimise maintenance operations through powerful, user-friendly tools. With features such as preventive maintenance scheduling, asset tracking, work order management, inventory control, mobile maintenance apps, and real-time reporting, ShireSystem delivers scalable solutions tailored to meet both SME and enterprise-level requirements. Our cloud-based or on-premise deployment options provide flexibility and security, allowing maintenance and operations teams to work seamlessly from anywhere. ShireSystem supports industry best practices including ISO 55000, TPM, and risk-based maintenance strategies, helping businesses drive operational excellence and continuous improvement. With over 25 years of experience, Eleco is dedicated to innovation, customer success, and continuous software development. Our expert support, comprehensive training, and implementation services ensure fast adoption and long-term ROI. ShireSystem is used globally by organisations looking to digitise maintenance processes, improve asset visibility, and transform data into actionable insights. If you're looking to enhance your maintenance management, reduce operational costs, and drive asset reliability, ShireSystem by Eleco is the smart, scalable CMMS/EAM solution to power your digital transformation journey.

Average Rating: 4.3/5.0

Total Reviews: 37

Simply Fleet

Simply Fleet is a fleet operations platform built for teams that need professional fleet management without enterprise complexity. Simply Fleet delivers the capabilities you need, from preventive maintenance and digital inspections to workshop management and multi-location reporting, through a platform that deploys in weeks, achieves high adoption, and operates without IT dependency. Start With What You Need Every fleet gets solid fundamentals: preventive maintenance scheduling, digital inspections that drivers actually complete, and complete fuel tracking. These form the operational foundation that prevents breakdowns, ensures compliance, and controls costs. Add What You Need Next When your operation requires more—workshop management, parts inventory, GPS integration, multi-location reporting or small equipment tracking—Simply Fleet has you covered. Same platform. No migration. No forced complexity before you're ready. Built for Adoption We achieve 95%+ driver inspection compliance because our mobile app respects field team time. When teams actually use the system, you get clean data for smart decisions. Deployed in Weeks Whether you need core fleet management or the full platform with workshop operations and GPS integration, Simply Fleet deploys in 2-3 weeks. No six-month projects. No IT resources required. What Simply Fleet Does: Core Platform (For Every Fleet): Preventive Maintenance: Automated scheduling based on time, mileage, or engine hours with phone, email, and web reminders Digital Inspections: Mobile eDVIR for strict DOT and FMCSA compliance—offline-capable, under 2 minutes, 95%+ completion rates Fuel Management: Complete cost visibility with receipt capture and fuel card integration Customized Reporting: Chat with our AI report builder to generate reports that help your organization Advanced Capabilities (When You Need More): Workshop Management: Digital work orders, technician assignments, labor tracking, service history Parts Inventory: Stock management, automated reorder alerts, usage tracking per vehicle GPS Integration: Native connectivity with Geotab, Samsara, Verizon Connect for automated data updates Multi-Location: Consolidated visibility, cross-location benchmarking, standardized processes Small Equipment Tracking: Keep track of equipment that does not form a part of your main fleet, like lawn mowers, generators, etc. Who We Serve Focused Operations (25-200 assets) You've outgrown spreadsheets but don't need enterprise complexity. Simply Fleet gives you professional fleet management that's straightforward to implement and use. Growing Operations (200-500 assets) Your operation is getting complex—multiple locations, in-house workshop, GPS you're underutilizing. You need advanced capabilities without six-month implementations. Established Operations (500+ assets) You're managing multiple locations and professional workshop operations. You need enterprise capabilities without enterprise burden. Industries: Construction & Heavy Equipment, Logistics & Delivery, Field Service, Government & Municipal Our Track Record Implementation: Average deployment: 18 days 100% on-time record No IT resources required 99.9% platform uptime Results: PM completion: 70% to 98%+ Emergency breakdowns: 30% reduction Inspection compliance: 50% to 95%+ Workshop efficiency: 35% improvement Parts costs: 25-30% optimization Total cost of ownership: 15-20% reduction year one Why Teams Choose Simply Fleet Professional Without Complexity Rapid, Reliable Deployment High Adoption, Clean Data Scales With Your Operation No IT Dependency Ready to See Simply Fleet? Whether you're running a single-location operation or managing complex multi-site facilities with in-house workshops, we'll show you how Simply Fleet delivers the capabilities you need without unnecessary complexity. Schedule a demo to see how Simply Fleet handles your specific requirements.

Average Rating: 4.7/5.0

Total Reviews: 48

Simpro

Simpro is field service management software that helps trade and service contractors manage the complete job lifecycle in one connected platform. Designed as business management software for trades, it brings office and field teams together across customer management, estimating, scheduling, job and project delivery, asset maintenance, invoicing, payments, inventory, and reporting. Whether a business is comparing job management software, trade contractor software, HVAC software, plumbing software, electrical contractor software, or security contractor software, Simpro supports residential and commercial workflows including service calls, preventive maintenance, installations, and projects. • Win and plan work: Customer management, estimating and quoting, quote-view triggers, and smart scheduling and dispatch software help teams move from inquiry to an assigned job with clearer information and less manual coordination. • Complete work in the field: Mobile workflows, work orders, digital forms, job notes, asset records, and maintenance planning connect technicians with the information they need while keeping office records current. This makes Simpro useful as service software and asset maintenance software, not just a calendar or dispatch board. • Protect cash flow and contractor profitability: Job costing, inventory visibility, invoicing, payment options, dashboards, and business intelligence give managers a more connected view from quote to cash, helping them identify issues and make informed operational decisions. • Add AI field service management to everyday operations: Simpro Lightning is an embedded intelligence layer, not a separate replacement system. It brings AI for field service into the workflows businesses already use. Its AI digital workers are role-based agents: FieldReady supports workflow training, JobReady prepares pre-dispatch context, JobScribe structures field documentation, and JobBrief creates customer summaries for technician review. JustAsk provides conversational access to business data. By combining field service automation with practical operational controls, Simpro helps growing contractors replace disconnected tools with a consistent workflow across the office, field, and finance teams. The result is a platform built to simplify complexity, strengthen visibility, and support more predictable service delivery.

Average Rating: 4.1/5.0

Total Reviews: 517

SiteLine

On Now Digital is changing the way you access and interpret electric power system information with SiteLine. This versatile asset management software empowers you to manage electric power information overload for good.

SmartHVAC

SmartHVAC monitors commercial air conditioning around the clock. Small wireless sensors go on the rooftop units, split systems and heat pumps you already have, any brand and any age, without opening the refrigerant circuit. The software learns each unit's normal, so a developing problem shows up as a plain-language alert on your phone instead of a breakdown. Built for restaurants, retail and multi-site operators, and the service companies that look after them. It works alongside your existing AC company.

SmartMaintenance

It develops a user-friendly software preventing breakdowns, boosting quality and driving business value

Average Rating: 5.0/5.0

Total Reviews: 1

SmartPrev

SmartSignal

SmartSignal is a predictive maintenance software developed by GE Vernova, designed to help industrial companies proactively predict, diagnose, forecast, and prevent equipment failures. By leveraging advanced analytics and machine learning, SmartSignal enables organizations to transition from reactive to proactive maintenance strategies, thereby reducing unplanned equipment downtime, extending equipment lifespan, and enhancing operational efficiency. Traditional maintenance approaches often lead to increased unplanned equipment downtime, reduced equipment lifespan, and operational inefficiencies. Reactive maintenance can result in significant financial losses due to unexpected equipment failures. SmartSignal addresses these challenges by providing early and accurate detection of emerging equipment issues, allowing organizations to shift from reactive to proactive maintenance. This proactive approach helps in reducing unplanned equipment downtime, extending equipment lifespan, and improving operational efficiency. One of the key features of SmartSignal is its use of AI/ML-driven Digital Twin blueprints. These blueprints utilize GE Vernova's extensive knowledge of failure modes, accelerating the time-to-value across investments. SmartSignal is equipment-agnostic, offering scalability and flexibility to monitor a wide range of assets. The software includes anomaly detection models that compare sensor readings to a machine's normal, predicted values for parameters such as load, temperatures, pressures, vibration readings, and ambient conditions. By detecting and identifying events and abnormal behavior through differences between real-time actual data and predicted normal behavior, SmartSignal provides early warnings of potential issues. In addition to anomaly detection, SmartSignal offers diagnostic analysis by comparing anomaly notifications with precursor signatures based on pattern and persistence. Utilizing data from over 19,500 rotating, fixed, mobile, and electrical assets, the software provides prioritized diagnostics with localized, apparent causes for each developing problem. Supported by charts of pattern differences, users can track and diagnose developing equipment failures effectively. The predictive analysis and time-to-action feature of SmartSignal allows engineers to forecast when equipment will reach an alarm limit and require immediate remediation. By using multiple analytics and desired time windows, teams can prioritize and schedule corrective actions to avoid unplanned downtime at minimal cost. This forecasting capability enables organizations to plan maintenance activities more effectively, reducing operational disruptions and associated costs. SmartSignal's unified dashboard provides a comprehensive view of critical data, allowing users to visualize, analyze, and act on alerts. This intuitive interface facilitates root cause analysis and tracking of maintenance success, offering a near 360-degree view of tagged assets in one place. The software's rapid time-to-value is supported by Digital Twins built on years of GE expertise in industrial manufacturing, operations, service, and software. With a growing Digital Twin catalog covering more than 330 common industrial assets, SmartSignal provides predictive, diagnostic, and forecasting analytics tailored for each monitored asset. For organizations seeking additional support, GE Vernova's Industrial Managed Services (IMS) offers a range of expert services to guide and facilitate SmartSignal success. GE Vernova monitoring centers worldwide provide 24x7 asset monitoring, issue triage and notification, remediation guidance, analytics management, and strategy consulting. IMS services are available with software purchase or subscription, or as a turnkey outsourced offering, eliminating the need to own or manage the software directly. GE IMS monitors thousands of assets globally and has saved customers over $1.6 billion in avoided costs. SmartSignal is also available as an integrated component of GE Vernova's Asset Performance Management (APM) suite, combining powerful analytics within a comprehensive asset and operations management solution. This integration allows SmartSignal data and results to be a core component of health dashboards and reports, reliability management activities, strategic planning, and other APM functions. In summary, SmartSignal by GE Vernova is a comprehensive predictive maintenance solution that empowers organizations to anticipate equipment issues before they occur, enabling proactive maintenance and reducing costly downtime. By leveraging advanced analytics, machine learning, and Digital Twin technology, SmartSignal enhances operational efficiency, extends equipment lifespan, and supports organizations in achieving their maintenance and reliability goals.

Sockeye

Sockeye is a work order scheduling and reporting bolt-on for your CMMS. How it works: Designed specifically to solve complicated, inefficient CMMS scheduling. Sockeye has seamless read/write integration with your CMMS. Sockeye’s automation assigns available labor with ready-to-schedule work orders from your CMMS to produce daily/weekly schedules with minimal effort and maximize efficiency. Schedules are live, easy to update with drag and drop functionality, visual, and easily accessible to the entire team. SMRP & custom KPI dashboards and reports keep you up to date with the latest, like schedule compliance, total backlog hours and why work was delayed. -Daily/weekly work order scheduling -Live status updates -SMRP/custom KPI reports -Month-to-month subscription -1 hour training. 98% Customer Retention Rate -Cloud-based/off-premise -API read/write integrations with any CMMS -Free trial using file-based integration (Excel)

Average Rating: 3.5/5.0

Total Reviews: 4

Solaryx

Soma Software

SORBA.ai

Soundsensing

Spacewell Workplace & Asset

Spacewell Workplace and Spacewell Asset are fully integrated software solutions from Spacewell, part of the Nemetschek Group, that together with Spacewell energy cover the full operational management of buildings. While Spacewell Workplace and Spacewell Asset frequently purchased together because they address complementary challenges faced by facility managers, corporate real estate teams, and asset managers, both solutions are also available separately and deliver strong standalone value. Spacewell Asset and Spacewell Workplace were formerly known as Axxerion. Spacewell Workplace is a workplace management solution built for enterprises and mid-market organizations that want to manage, optimize, and improve how office space is used by employees. It supports hybrid work models by giving facility and real estate teams real-time visibility into actual space usage through IoT sensor data, desk and room booking, occupancy analytics, and portfolio-level dashboards. Employees interact with the platform through a dedicated workplace app that enables desk reservations, room bookings, service requests, and visitor management. Corporate real estate teams use utilization data to make data-backed decisions on portfolio consolidation, footprint reduction, and hybrid work policy enforcement. Spacewell Workplace integrates with Microsoft 365, access control systems, and identity platforms, and is designed for multi-site, enterprise-grade deployments. Spacewell Asset is a product focused on asset and maintenance management. It helps organizations manage technical assets, maintenance operations, and facility services in a structured, compliant, and efficient way. The product provides a centralized asset register, preventive and corrective maintenance management, work order and service request handling, contractor and SLA management, compliance tracking, and mobile workflows for technicians. It is built for asset-intensive organizations that need control over maintenance maturity, regulatory compliance, and service performance across buildings and portfolios. Asset managers, maintenance managers, and facility teams use it to reduce reactive maintenance, improve asset uptime, and maintain audit readiness. When used together, Spacewell Workplace and Spacewell Asset create an integrated operational layer for buildings: Workplace captures how space is actually used by people, while Asset monitors the technical infrastructure and services that keep those spaces running. A service request submitted by an employee in the Workplace app can automatically generate a work order in Asset, which is then dispatched to the responsible maintenance team or contractor. This connected workflow reduces manual handovers and improves service delivery across sites.

Average Rating: 4.7/5.0

Total Reviews: 24