List of the Top 25 Manufacturing Analytics Software for Startups in 2025

Tractian serves as the Industrial Copilot focused on enhancing maintenance and reliability by integrating both hardware and software to oversee asset performance, streamline industrial operations, and execute predictive maintenance approaches. The platform, powered by AI, enables companies to avert unexpected equipment failures and improve production efficiency. Headquartered in Atlanta, GA, Tractian also has a global footprint with branches in Mexico City and Sao Paulo, thereby expanding its reach. For more information, you can visit their website at tractian.com, where additional resources and details about their offerings are available.

Gain immediate insights into the performance of your manufacturing floor with the Shoplogix smart factory platform, which empowers manufacturers to enhance overall equipment effectiveness, cut down operational expenses, and boost profitability. This platform enables real-time visualization, integration, and action on production and machine performance, making it a trusted ally for manufacturers aiming to enhance efficiency in their factories. By leveraging analytics and real-time visual data, you can gain crucial insights that facilitate well-informed decision-making. Uncover untapped potential on the shop floor to accelerate your time-to-value significantly. Through a commitment to education, training, and data-centric decisions, you can foster a culture of continuous improvement within your organization. Make the Shoplogix Smart Factory Platform the cornerstone of your digital transformation journey, allowing you to thrive in the competitive i4.0 landscape. Furthermore, streamline data collection and interoperability with various manufacturing technologies by connecting to any device or piece of equipment, ensuring a seamless flow of information. Automate the monitoring, reporting, and analysis of machine states to effortlessly track production in real-time, enhancing your operational capabilities even further. In doing so, you position your manufacturing processes for sustained growth and innovation.

Address issues as they arise with immediate insights from the production floor. Mingo Smart Factory stands out as the most user-friendly and quickly deployable manufacturing analytics system that scales effortlessly with your needs. This productivity platform offers a plug-and-play solution that integrates smoothly with your existing hardware setup. Mingo acts as a powerful manufacturing productivity and analytics tool that delivers real-time insights into the factory environment, helping to minimize downtime, enhance timely deliveries, and boost profitability for manufacturers. Mingo empowers production facilities with analytics and software tailored for manufacturing productivity, allowing businesses to start with small steps, envision grand goals, and accelerate their progress. Beyond being mere software, Mingo incorporates sensors designed to modernize older machinery, bringing them up to date with current technology. This digital toolkit is essential for reducing downtime, providing real-time visibility, replacing outdated Excel systems, unlocking capacity, and enhancing Overall Equipment Effectiveness (OEE). By utilizing Mingo, companies can decrease waste, improve operational efficiency, and propel their next stage of growth. All of this is achievable through a single, comprehensive platform, making it hard to believe you ever managed your factory without its remarkable capabilities. The ease of use and efficiency of Mingo can transform how you operate, paving the way for future innovations.

Utilizing Manufacturing Test & Repair Data can significantly enhance internal operations, minimize warranty claims, and foster better collaboration within the supply chain. WATS serves as a comprehensive Manufacturing Intelligence Solution tailored for Electronics Manufacturers, spanning various sectors including industrial electronics, consumer electronics, and medical instrumentation. With WATS, users can tap into global data sourced from both subcontracted and in-house manufacturing processes, accommodating any format of test or repair data. This capability enables the rapid identification of prevalent failures and issues across various parameters, offering insights into True First Pass Yield for different products and factories, revisions, test stations, OEE/CPK, along with intuitive dashboards. Additionally, WATS provides in-depth analytics on test and repair data, along with customizable alert systems, user-friendly operator interfaces, and meticulous management of test asset maintenance. One of its standout features is a centralized distribution system that efficiently disseminates essential properties such as test software, unit firmware, and MAC addresses, ensuring seamless updates and communication across the manufacturing spectrum.

Design sensors specifically for IoT applications while improving the quality of collected data through the integration of environmental and control system information. This integration must happen in real-time alongside enterprise data, enabling the implementation of predictive algorithms that reveal new insights and maximize the value of your data for meaningful applications. Employ advanced analytics to predict maintenance needs, understand asset utilization, reduce defects, and optimize processes. Leverage the potential of interconnected devices to offer remote monitoring and diagnostic capabilities. Additionally, apply IoT analytics to foresee safety hazards and ensure regulatory compliance, which ultimately contributes to a reduction in workplace accidents. The Lumada Data Integration platform streamlines the rapid development and scaling of data pipelines, amalgamating information from a variety of sources, such as data lakes, warehouses, and devices, while proficiently managing data flows across different environments. By building partnerships with clients and industry stakeholders from diverse sectors, we can accelerate digital transformation, thereby creating new societal value. This collaborative method not only fosters innovation but also promotes sustainable growth in a world that is becoming increasingly interconnected, proving that teamwork is essential for success.

Scytec DataXchange, an OEE and analytic machine monitoring system available both in the cloud and on-premises, leverages cutting-edge IIoT technology to enhance equipment efficiency, utilization, and overall productivity on the shop floor. This versatile system is compatible with a wide range of manufacturing machines, including CNCs, PLCs, robots, welders, and even manual equipment. Users can establish tailored data entry rules to automatically gather shop floor information through both wired and wireless connections, supporting MTConnect and Fanuc FOCAS machines alongside older and manually operated devices. DataXchange offers comprehensive OEE reports, charts, dashboards, and alerts necessary for in-depth analysis of machine performance. Additionally, it facilitates timely notifications to keep operators informed about key metrics. This adaptability makes it suitable for both small facilities and large-scale multi-site operations, ensuring that businesses of all sizes can optimize their manufacturing processes. In essence, DataXchange provides a robust solution for enhancing productivity while simultaneously streamlining data collection and analysis.

FlexSim empowers you to accurately address any inquiries concerning your organization. This robust simulation software was designed from the beginning to ensure that simulation remains user-friendly while maintaining high functionality and visual attractiveness. Utilizing intuitive drag-and-drop controls and straightforward features, you can craft impressive, intricate models that yield impactful results akin to those found in charts or spreadsheets, enhancing your analytical capabilities significantly. Additionally, the platform's versatility allows for a wide range of applications across different industries, making it an invaluable asset for any business.

FactoryLogix, developed by Aegis Software, revolutionizes the concept of Manufacturing Execution Software. It integrates cutting-edge technology with a comprehensive array of software modules designed to enhance manufacturing processes. As a complete platform, FactoryLogix addresses every facet of manufacturing, including product development, material logistics, execution, and advanced analytics with intuitive dashboards. This holistic approach empowers manufacturers by providing them with the agility, insight, and command necessary to maintain a competitive edge in their industry. Furthermore, the adaptability of FactoryLogix allows businesses to tailor solutions that meet their specific operational needs.

BIOVIA solutions create an unmatched framework for scientific management, empowering science-driven organizations to develop and merge breakthroughs in biology, chemistry, and materials to improve our living standards. The renowned BIOVIA portfolio focuses on the fluid integration of multiple scientific fields, experimental techniques, and information requirements across all phases of research, development, quality assurance and control, and manufacturing operations. Its broad range of functionalities includes domains like Scientific Informatics, Molecular Modeling and Simulation, Data Science, Laboratory Informatics, Formulation Design, BioPharma Quality and Compliance, and Manufacturing Analytics. Committed to nurturing and expediting innovation, BIOVIA seeks to increase productivity, raise quality benchmarks, ensure compliance, reduce costs, and accelerate product development across various sectors. By skillfully managing and interlinking the processes and information associated with scientific innovation, BIOVIA promotes collaboration throughout the entire product lifecycle, ultimately fostering progress and advancements in both scientific research and its practical applications, which in turn can lead to transformative changes in society.

Seeq stands out as the pioneering application dedicated to the analysis of process data. It allows users to search their datasets, enrich them with context, model and cleanse the information, identify patterns, set boundaries, and work together in real-time with time series data. Regardless of your operational data system or process historian—be it OSIsoft®, PI System®, Honeywell’s Uniformance®, Emerson DeltaV and Ovation, or Inductive Automation's Ignition—Seeq can seamlessly connect and begin functioning within minutes. While the current discussions around predictive analytics, machine learning, and data science are prevalent, they often overlook the pressing issues that analytics-focused organizations encounter. Moreover, leveraging the expertise of your existing workforce is essential. Promoting collaboration and capturing knowledge are vital components for enhancing the sharing and effective reuse of analytical efforts. Furthermore, the capability to swiftly disseminate insights to those who need them can significantly drive improvements in outcomes and decision-making processes.

Skyland PIMS® presents a holistic approach to managing product and process data from start to finish. This collaborative platform caters to both new and established global drug sponsors as well as contract manufacturing organizations (CMOs), enabling them to efficiently manage critical information related to development, manufacturing, and quality assurance. With its cloud-based framework and validatable software, it offers rapid implementation and lowers the total cost of ownership (TCO). The system helps maintain data consistency, clarity, and oversight throughout the entire supply chain, leading to faster and more effective scaling, technology transfers, and market launches. Users can effortlessly capture batch details and leverage summary dashboards for efficient data monitoring, release tracking, analysis, and reporting. Additionally, the platform simplifies the oversight of product and process specifications, along with target control limits, while facilitating easy audit trail generation. Moreover, it adeptly integrates batch and limits data to produce valuable process analysis and control charts. Compliance with CPV/APR reporting mandates is straightforward, all while upholding a continuous library of product and process data that ensures transparency and integrity across international networks. By optimizing data management across the product lifecycle and supply chain, Skyland PIMS® bolsters operational efficiency and strengthens collaboration among stakeholders. This cutting-edge approach not only enhances regulatory compliance but also encourages a culture of ongoing improvement within organizations, ultimately leading to better outcomes in drug development and manufacturing. As a result, stakeholders can expect increased productivity and a more responsive supply chain.

Opcenter Intelligence, which was formerly known as "Manufacturing Intelligence," represents a cutting-edge solution tailored for enterprise-level analytics in manufacturing, emphasizing the innovative technologies that are reshaping data analysis in this sector, including mobile internet, cloud computing, and advanced analytical tools. This platform effectively assimilates, organizes, and merges various manufacturing data from multiple sources within an organization, converting it into a cohesive and contextualized format that facilitates immediate and actionable insights. The information integrated within the platform not only includes process data but also encompasses essential business metrics, operational information, and vital performance indicators (KPIs) that are crucial for efficient manufacturing operations. By adopting this comprehensive solution, businesses can significantly improve their decision-making capabilities and promote operational excellence, ultimately leading to improved productivity and competitiveness in the market. Furthermore, the ability to process and analyze data in real-time allows organizations to swiftly adapt to changes and challenges in the manufacturing landscape.

The Quartic AI platform empowers organizations to overcome challenges in adopting cutting-edge manufacturing technologies, helping them achieve peak operational efficiency in a shorter timeframe. Whether your manufacturing data is stored in a cloud data lake or at the edge, Quartic AI effortlessly connects with your information, converting it into intelligent, analytics-ready data enriched with real-time context. With its automated machine-learning features, users can develop AI applications through structured problem-solving workflows, while also leveraging complex event processing to support the implementation of streaming analytics within a tested and dependable microservices framework. By utilizing versatile and user-friendly industrial processes, the platform reduces the need for extensive customization, allowing for swift scaling across the enterprise, improving IT-OT alignment, and speeding up overall adoption. Tailored to accelerate and deliver scalable IIoT and AI solutions, this platform offers a holistic, edge-to-enterprise full-stack solution that centers on the needs of operational technology users. Start your transformation with a single asset and progress into a smart enterprise, unlocking unprecedented levels of efficiency and innovation as you go! Embrace the future of manufacturing with Quartic AI as your strategic partner.

The PathWave Manufacturing Analytics platform seamlessly combines expertise in test and measurement with data science and big data engineering, providing actionable insights for all levels of your organization within the evolving landscape of smart factories. By harnessing sophisticated big data analytics, you can improve yield, minimize retesting and handling, and lower expenses linked to subpar quality. This groundbreaking strategy not only speeds up your Return on Investment but also boosts overall business effectiveness through distinctive analytics. Furthermore, it facilitates real-time forecasting of potential quality issues during the manufacturing process by employing optimized machine learning models for detecting anomalies. Users benefit from the ability to save their workspace and access a customized dashboard in real-time from any location, enhancing flexibility. Additionally, the platform includes no-code, user-friendly diagnostic tools and visualizations tailored for operators, technicians, and engineers at every expertise level. This all-encompassing solution not only empowers teams to make quick, informed decisions but also significantly enhances interdepartmental collaboration. Ultimately, the platform’s holistic approach paves the way for continuous improvement and innovation in manufacturing processes.

Plutoshift’s Operational Data Platform (ODP) provides automated performance monitoring and predictive analytics designed to optimize physical infrastructure, boost efficiency, reduce costs and waste, and promote the creation of more sustainable and resilient businesses. One of the primary obstacles in deriving value often occurs during the early phases of data extraction and processing. To combat this challenge, Plutoshift adeptly ingests, processes, and organizes data from infrastructure, business operations, and external sources, laying a robust groundwork for generating actionable insights. The platform automates and oversees the complete data pipeline, removing the necessity for additional IT staff. With Plutoshift, organizations obtain an ongoing and thorough understanding of their operations across various dimensions, such as workflow, site, and enterprise levels. Operators can quickly access trends and key performance indicators (KPIs) for all processes and assets, facilitating rapid decision-making. Moreover, the system incorporates customizable alerts, response tracking, and comprehensive contextual reports, enabling teams to swiftly identify issues, prevent potential downtimes, and uncover the root causes of complications. This proactive methodology not only boosts operational efficiency but also aids in strategic decision-making for enduring prosperity, ultimately steering organizations towards a more informed and data-driven future.

The SAP Digital Manufacturing Cloud offers a robust manufacturing execution system (MES) that facilitates the management of processes, analysis of scenarios, and integration of systems, all within a streamlined Industry 4.0 framework. This platform empowers essential stakeholders to obtain valuable insights into manufacturing performance across both global and individual plant levels through intuitive, preconfigured analytics tools. By integrating various manufacturing operations management (MOM) and automation systems, it effectively links multiple solutions along with standardized interfaces for efficient data collection. Additionally, it fosters continuous business improvement by leveraging advanced algorithms and machine learning techniques to accelerate root-cause analysis. Consequently, organizations can address highly customized market needs, effectively handle significant product variability, and boost customer satisfaction while maintaining productivity, profitability, and quality standards. This comprehensive strategy ultimately equips companies to adeptly manage the intricacies of contemporary manufacturing landscapes, ensuring they remain competitive in a rapidly evolving market. As such, the SAP Digital Manufacturing Cloud stands as a vital resource for organizations striving for excellence in their manufacturing processes.

The state-of-the-art ArchFX platform, featuring innovative databases, software, hardware, and AI technologies, has been carefully developed to improve electronics assembly workflows. The manufacturing landscape is evolving rapidly, granting manufacturers the capability to foresee potential challenges and act with foresight. Our partners are at the forefront of a manufacturing transformation, leveraging instantaneous insights and in-depth analyses that result in an astonishing 30x return on investment. Explore how the ArchFX platform is engineered to provide essential analytics and timely notifications. We support every machine throughout the production line, regardless of the manufacturer or the presence of modern APIs. Through our adaptable software and hardware integrations, we accumulate vast amounts of data from all types of machinery, from cutting-edge pick-and-place systems to later assembly machines. This collected machine data is swiftly relayed to high-performance, multi-threaded brokers, ensuring that you receive real-time dashboards and alerts driven by standardized information from The ArchFX Broker. Additionally, this holistic strategy empowers manufacturers to fine-tune their operations and achieve significant improvements in overall efficiency, paving the way for a more productive future in manufacturing. Ultimately, embracing the ArchFX platform signifies a commitment to innovation and excellence in the industry.

Operators in the information sector need to be highly proficient and easily reachable with a single click. Oden Technologies enables manufacturers to utilize complex manufacturing data, leading to outstanding performance on the frontlines. Our solutions transform billions of data points from real-time process sources and contextual production systems into practical insights, expected results, and ready-to-use visual representations, among other functionalities. Thanks to Oden’s cutting-edge turnkey infrastructure, a committed customer success team, and intuitive interfaces, organizations can witness significant outcomes in a matter of weeks rather than years. We deliver tailored recommendations to machine operators that respond to immediate line challenges and align with company goals. Process AI equips new operators to perform at the same level as experienced team members. Our analytics and visual tools can be utilized as they are or tailored to specific needs, assisting in pinpointing opportunities and the root causes of efficiency setbacks. Additionally, factory analytics supports various teams surrounding the operators, enabling in-depth analysis of their data to derive valuable insights and foster ongoing improvement. This all-encompassing strategy guarantees that every facet of the manufacturing process is fine-tuned for optimal performance while promoting a culture of continuous advancement. Moreover, by integrating these insights into daily operations, manufacturers can not only enhance productivity but also drive innovation across their processes.

Guidewheel's AI platform empowers you to maximize the potential of your current assets, cut expenses, and enhance your team's success. It offers the quickest route to optimizing factory operations. You can accurately monitor downtime and pinpoint root causes to boost efficiency and utilization. The platform enables precise forecasting of throughput and comparison of planned production against actual results. It allows for real-time monitoring of Overall Equipment Effectiveness (OEE) and provides insights into trends over time. You can keep track of cycles, cycle durations, and performance metrics relative to set goals. Additionally, it helps you oversee energy consumption while identifying opportunities to lower costs and usage. The system alerts you to maintenance concerns before they escalate, ensuring smooth operations. You can also monitor critical conditions such as temperature, flow, humidity, and pressure. By uncovering hidden capacity through the identification and resolution of issues like preventable downtimes, extended changeovers, and delayed starts, you can significantly enhance productivity. AI-driven notifications will alert your team when performance deviates from the established plan, enabling prompt corrective measures to maintain focus. Ultimately, timely delivery fosters strong customer trust and satisfaction, reinforcing the importance of operational excellence.

Vanti’s manufacturing analytics emerges as an exceptional resource for contemporary plant operators. It consolidates information from multiple manufacturing channels, creating an automated and intuitive platform that generates valuable insights. Utilizing advanced natural language processing, Vanti simplifies complex production trends into clear and actionable insights for users. This innovative method simplifies the data exploration journey, making it as simple as having a conversation. By allowing users to interact with their data through straightforward, conversational questions, it greatly enhances the overall user experience. Furthermore, the platform generates comprehensive visual aids, such as charts and highlights, which deepen the user's comprehension of the data. All these features are smoothly incorporated into a user-friendly interface, making it accessible to people with varying levels of technical expertise. With Vanti’s cutting-edge analytics, manufacturing professionals gain a deep understanding of plant operations, fostering better decision-making and increasing productivity. This comprehensive insight not only aids in refining manufacturing procedures but also empowers users to implement strategies that drive continuous improvement. Ultimately, Vanti’s platform serves as a catalyst for innovation within the manufacturing sector.

The Glassdome Platform is an all-encompassing operational solution designed to transform real-time manufacturing data into actionable insights that boost operational efficiency and sustainability outcomes. This cutting-edge platform enables manufacturers to collect information directly from their equipment and machinery across the facility, ensuring that raw data is preserved and duplicated while also consolidating and standardizing diverse data sources. It supports the detection and correction of irregularities, offers automated reporting features, and presents user-friendly dashboards that improve decision-making precision. With functionalities such as real-time data integration, advanced analytics, customizable dashboards, automated reporting, and a flexible deployment model, the platform adeptly oversees production processes and evaluates product carbon footprints. Users can keep track of vital metrics like machine downtime, overall equipment effectiveness (OEE), scrap rates, quality issues, as well as staffing and inventory disruptions, promoting a thorough understanding of operations. Moreover, the Glassdome Platform enables manufacturers to make strategic choices that are in harmony with their operational objectives and sustainability aspirations, fostering a more responsible manufacturing environment. In this way, it not only enhances productivity but also contributes to a greener future.

Creating exceptional software is at the core of our mission, with a focus on enhancing the manufacturing sector. Our solutions are not only highly functional but also aesthetically pleasing. The goal is to achieve advancements such as faster rockets, improved automobiles, and more cost-effective production techniques. Imagine a world where everything operates 30% more efficiently, effectively, and robustly—this is a future worth striving for together. Atlas Solutions' Fulcrum serves as a SaaS platform designed to empower small and medium-sized manufacturers by optimizing workflows and automating data collection. This innovative tool brings significant value by facilitating a digital, paperless environment that utilizes machine learning, predictive analytics, and advanced heuristics to enhance productivity and profitability. Our commitment is to assist manufacturers in embracing state-of-the-art software that alleviates stress, maximizes the potential of skilled employees, automates monotonous tasks, and ultimately allows you to concentrate on what truly matters: nurturing customer relationships and driving success. By partnering with us, you are taking a step toward a more efficient and sustainable future in manufacturing.

Unite the digital and physical worlds by utilizing the Dassault Systèmes 3DEXPERIENCE® platform, which fosters collaboration, modeling, optimization, and enhanced operational performance. Design the layout of the manufacturing plant meticulously, taking into account the flow, assets, and essential resources for safe and efficient production. Refine product and resource definitions, draft a comprehensive process plan, and create detailed work instructions that meet production objectives. Streamline supply chain planning across various timelines, improving visibility with effective scheduling and planning to minimize disruptions. Transform global production methodologies to achieve and sustain operational excellence through effective Manufacturing Operations Management. Furthermore, manage and oversee operational processes on an international scale to guarantee uniformity and high efficiency, ensuring that best practices are consistently implemented across all production sites. This holistic approach not only drives productivity but also fosters a culture of continuous improvement within the organization.

AIMSCO eChecksheets™ (eCS) offer a cutting-edge cloud-based framework for real-time data collection related to production, quality, visual aspects, and processes right at the point of use, facilitating prompt oversight. These eCS can be rapidly created and deployed either within a single facility or across multiple manufacturing sites, with support for numerous languages to enhance accessibility. Featuring an extensive library of industrial eCheckitems™ (eCI), the system is managed by appointed users who aid in data collection initiatives and promote ongoing improvement strategies. In addition to manual data entry, eCI can also be automatically populated through equipment connections (IoT) or enterprise systems that utilize standardized web service protocols. Leveraging the power of Microsoft Azure Cloud, AIMSCO Power Plant™ services allow for the smooth integration of eCS data with Microsoft Power BI® through customized data models, which enables advanced analytics and process visualization. This forward-thinking approach not only improves data reliability but also cultivates a continuous improvement ethos across diverse operational settings. Furthermore, the adaptability of eCS to various industries showcases its potential to enhance efficiency and drive innovation wherever it is implemented.

Mareana is an innovative cloud-based Enterprise AI Platform designed to bridge the gaps between isolated data sets in the manufacturing sector, allowing for real-time contextualization, processing, and predictive analytics that facilitate informed business decisions. This platform, known as Mareana Manufacturing Intelligence, serves a diverse range of enterprises—from small businesses to large corporations—by enhancing yield, freeing up capital, and ensuring adherence to regulatory standards. Among its key advantages, Mareana enables users to consolidate various types of data, including traditional paper batch records and unstructured information, into a single accessible location. Furthermore, it allows for the generation of real-time product insights, offering detailed information on product characteristics, identifying process anomalies, and analyzing the effects of new data. Additionally, Mareana helps organizations unlock capital by expediting the release of on-hold batches, improving overall yield, and minimizing non-conformances throughout the production process. Compliance is also streamlined, as the platform ensures accurate reporting by making full use of available data sources and significantly reducing the likelihood of errors. Notably, three of the top ten pharmaceutical companies in the United States have adopted Mareana's platform to enhance their Continuous Process Verification (CPV) and Chemistry, Manufacturing, and Controls (CMC) processes. This widespread adoption underscores the platform's effectiveness and reliability in transforming manufacturing data into actionable insights.