Predictive Analytics Companies and Forecasting Vendors 2026

Anaplan is a cloud-native enterprise software company based in Miami, Florida, with significant operations in San Francisco. Founded in 2006, Anaplan specializes in Connected Planning, offering a comprehensive platform for Enterprise Performance Management (EPM) and Business Intelligence (BI). The company serves over 2,400 global customers, including nearly half of the Fortune 50, and employs approximately 2,000 to 2,500 people across more than 20 offices worldwide. Anaplan's core offering is its cloud-based Connected Planning platform, which integrates various planning functions such as financial, sales, supply chain, workforce, and marketing planning. The platform utilizes proprietary Hyperblock technology, enabling real-time data processing and analytics. Anaplan also provides professional services, including consulting and training, to enhance decision-making and collaboration among teams. The company is recognized for its ability to break down organizational silos, allowing businesses to make agile, informed decisions.

Augury is an Industrial AI and Machine Health company that offers AI-driven solutions for manufacturers and industrial firms. Founded in 2011 in Israel, Augury has established itself as a leader in the Machine Health category, helping clients reduce production downtime, enhance process efficiency, and achieve sustainability goals. The company’s advanced AI solutions can prevent up to 80% of unexpected downtime, significantly improving machine performance. Augury's core offerings include AI-powered Machine Health Solutions, AI-powered Process Optimization, and an Industrial AI Workforce. These products utilize precision sensing and AI diagnostics to provide real-time monitoring and predictive maintenance, enabling manufacturing teams to respond quickly and maintain production. The company serves a diverse range of industries, including food, beverage, pharmaceuticals, and chemicals, and has a strong customer base that includes major manufacturers like Heineken and Colgate-Palmolive. Augury's solutions have demonstrated substantial returns on investment, with customers often seeing a 310% return over three years.

BeyondCore provides SaaS data analytics software that puts the power of insightful, accurate, intuitive and actionable analytics in the hands of every business user. Its leading-edge Smart Data Discovery technology gives users a full range of descriptive, diagnostic, predictive and prescriptive bias-free analytics. Unlike conventional presumptive analytics software that requires users to ask the right questions and use trial-and-error to find answers, BeyondCore automatically analyzes any set of unique data and presents only statistically relevant findings in PowerPoint and Word in just minutes with no presumptions and no manual hunting required—just actionable insights based on science to help users make smarter business decisions. See why Fortune 500 companies use BeyondCore to find insights that matter at beyondcore.com. Our breakthrough technology is based on ten years of R&D and is backed up by 20+ patents. BeyondCore has received multiple industry innovation awards such as being selected as a Visionary in the Gartner Magic Quadrant for Business Intelligence and Analytics Platforms in 2016.

BigPanda is a private technology company founded in 2012, specializing in Artificial Intelligence for IT Operations (AIOps). Headquartered in Redwood City, California, with additional offices in Tel Aviv and London, BigPanda focuses on simplifying the management of alerts in complex hybrid IT environments. The company operates as a SaaS provider with a consumption-based pricing model and has raised approximately $340 million in funding, achieving a valuation of $1.2 billion. The company offers a suite of services designed to centralize and automate IT operations data. Key capabilities include Agentic Automation for IT operations, event correlation, root cause analysis, and incident intelligence. BigPanda's modular product portfolio includes BigPanda Core, Advanced Insight, and Biggy AI, which work together to enhance operational efficiency and reduce alert noise. The platform is tailored for large enterprises with hybrid IT infrastructures, supporting IT operations, NOC teams, and DevOps groups across various industries, including financial services, healthcare, and retail.

Black Swan Data specializes in transforming data into actionable insights. Recently acquired by Mintel, a leader in market intelligence, the company focuses on making unique data useful through its proprietary analytical services. Key offerings from Black Swan Data include Trendscope™ and Z-Scope™, which cater to clients in the market intelligence sector. The company is headquartered in London, United Kingdom, and is committed to data protection, holding a registration number with the UK Information Commissioner's Office.

Blue Yonder is a leading software and consultancy company focused on AI-driven digital supply chain transformation. Originally founded as JDA Software in 1985 and rebranded in 2020, the company is headquartered in Scottsdale, Arizona, and operates as a subsidiary of Panasonic Holdings Corporation. Blue Yonder employs between 5,001 and 10,000 people globally and serves a diverse range of industries, including retail, manufacturing, and logistics. The company offers a comprehensive portfolio of cloud-based supply chain solutions that leverage artificial intelligence and machine learning. Their services include supply chain planning and optimization, execution systems, retail and omni-channel commerce solutions, and specialized offerings for defense and sustainability management. Blue Yonder's platform enables businesses to optimize inventory, forecast demand, and enhance operational efficiency, helping them navigate complex supply chain challenges effectively. With a strong customer base of over 3,000 enterprises, Blue Yonder is positioned as a key player in the digital supply chain landscape.

Board International S.A., commonly known as Board, is a global enterprise software vendor founded in 1994 in Chiasso, Switzerland. The company specializes in the Board Enterprise Planning Platform, which integrates Business Intelligence (BI), Corporate Performance Management (CPM), and Advanced Analytics into a unified solution. With dual headquarters in Chiasso and Boston, Board serves over 3,000 customers across various industries, including manufacturing, financial services, retail, life sciences, and aerospace. The Board Enterprise Planning Platform is a cloud-based, AI-ready solution designed to support Continuous Planning, enhancing forecast accuracy and aligning strategic decisions in real time. Key features include multi-dimensional analysis, budgeting, forecasting, and advanced analytics capabilities. Board's programming-free toolkit allows organizations to deploy complex applications quickly, making it accessible to a wide range of business users. The company is committed to innovation and customer success, empowering enterprises to make informed decisions and improve business performance.

Cerebra is an AI-focused healthcare technology company founded by researchers and engineers from Stanford University and UC Berkeley. The company specializes in developing artificial intelligence solutions for emergency medicine and critical care delivery. Cerebra aims to create essential AI tools that enhance patient outcomes in high-pressure situations. The company offers a range of AI applications tailored for the healthcare sector, including emergency medicine solutions, critical care decision support systems, and real-time clinical intelligence tools. Over 50 hospitals and more than 700 physicians across three countries utilize Cerebra's platform for their critical care operations. Cerebra positions itself as a leading platform for fast and effortless AI training, emphasizing the importance of accuracy, speed, and reliability in its mission-critical tools.

Elastic is a Dutch-American Search AI company founded in 2012, specializing in enterprise search, observability, and cybersecurity. The company is headquartered in Amsterdam, Netherlands, with significant operations in San Francisco, California. As a publicly traded entity on the New York Stock Exchange under the symbol ESTC, Elastic reported approximately $1.27 billion in revenue for fiscal 2024 and employs around 3,390 individuals. Elastic's core offerings are built on the Elastic Search AI Platform, which includes the Elasticsearch Platform for real-time search and analysis, a Vector Database for AI-driven retrieval, and solutions for unified monitoring and cybersecurity. The company also provides Elastic Cloud, a suite of SaaS products, along with professional consulting and training services. Elastic serves a diverse range of industries, including financial services, healthcare, and telecommunications, and is trusted by thousands of organizations worldwide, including notable clients like Cisco, Microsoft, and the Mayo Clinic.

FICO, or Fair Isaac Corporation, is a prominent analytics software and data science company based in Bozeman, Montana. Founded in 1956, FICO specializes in predictive analytics, decision management, and credit scoring services. The company is well-known for its FICO Score, a key tool used by lenders to evaluate consumer credit risk, and has played a significant role in the U.S. consumer lending landscape. FICO operates globally, serving clients in over 80 countries across various industries, including financial services, insurance, healthcare, telecommunications, retail, automotive, and the public sector. The company offers a range of products and services, including enterprise analytics software for risk management, fraud protection, and operational optimization. FICO's mission is to empower businesses and individuals by transforming data into actionable insights that drive growth and enhance customer satisfaction.

Falkonry is an industrial AI company based in Silicon Valley, specializing in a Time Series AI Platform that transforms IT, OT, and IoT sensor data into operational autonomy. Founded in 2012 by CEO Nikunj Mehta and headquartered in Cupertino, California, Falkonry was acquired by IFS on August 31, 2023. The platform enables blue-chip industrial firms and the US military to predict equipment failures, reduce noise, and lower operating costs without the need for data scientists. The company's core offerings include AI-native observability tools built around its patented PatternIQ™ technology. Key products include Falkonry LRS, which allows teams to discover patterns and predict outcomes from operational data, and the Falkonry Workbench for data analytics. The platform utilizes machine learning to analyze telemetry and sensor data, providing insights that enhance metrics like throughput, quality, and safety. Falkonry serves various industries, including defense, manufacturing, and energy, and has a global presence with offices in the USA and India.

Fiix by Rockwell Automation is a cloud-native, AI-powered Computerized Maintenance Management System (CMMS) tailored for manufacturing and industrial companies. Founded in 2008 and rebranded in 2016, Fiix simplifies asset maintenance by offering a mobile-enabled platform that integrates asset management, work order tracking, and parts management. The company was acquired by Rockwell Automation in 2020, enhancing its capabilities within the industrial automation sector. Fiix's primary product allows users to manage thousands of assets and work orders efficiently. Key features include mobile asset management, IoT integration, and AI-driven insights that improve communication and asset health. The platform is available in four pricing tiers, with advanced AI features included in the Professional tier. Fiix primarily serves mid-market manufacturing operations, particularly those using Allen-Bradley PLCs and Rockwell FactoryTalk systems, and is utilized by over 2,600 maintenance teams globally.

Fracttal is a global technology company based in Madrid, Spain, with roots in Santiago, Chile. Founded in 2014, it offers a cloud-based, AI-powered Smart Maintenance platform called Fracttal One. This platform helps organizations optimize the reliability, performance, and sustainability of their physical assets through features like predictive maintenance, work order management, and real-time asset tracking. Fracttal serves over 1,500 companies across more than 60 countries, including both large multinationals and small to medium enterprises. Its solutions are applicable in various sectors such as manufacturing, facility management, energy, transportation, mining, construction, food and beverage, and healthcare. The company also provides proprietary IoT hardware, Fracttal Sense, which collects real-time data to enhance maintenance operations.

Geotab is a leading Canadian technology company specializing in commercial telematics and fleet management. Headquartered in Oakville, Ontario, with a presence in Atlanta, Georgia, Geotab develops hardware devices for automatic vehicle location and offers a cloud-based platform called MyGeotab. This platform is designed to enhance fleet safety, productivity, and sustainability. With over 5 million connected vehicles and more than 100,000 customers across 160 countries, Geotab processes between 75 billion and 100 billion data points daily. Their offerings include GPS tracking units, IoT hubs, and a range of software solutions for fleet digitalization, asset tracking, and compliance reporting. The company also provides real-time and predictive analytics powered by AI and machine learning, helping organizations monitor driver behavior and achieve sustainability goals. Geotab serves a diverse clientele, including small and mid-size fleets, Fortune 500 companies, and public-sector agencies, focusing on improving safety and efficiency through actionable insights.

Jedox is a software company that specializes in Enterprise Performance Management (EPM) solutions. Founded in 2002 in Freiburg im Breisgau, Germany, Jedox aims to simplify planning, analysis, and reporting processes for businesses. The company has grown to serve approximately 3,000 customers across 140 countries, supported by a network of over 200 partners. The core offering is the Jedox EPM platform, which integrates financial planning, budgeting, forecasting, and performance analysis into a flexible, cloud-based solution. Key features include seamless integration with Microsoft Excel, AI-driven insights, and both cloud and on-premises deployment options. Additionally, Jedox provides professional services for solution design, data integration, and training, ensuring organizations can effectively implement and optimize their EPM strategies. The company serves a diverse range of industries, including manufacturing, healthcare, and financial services, helping organizations make data-driven decisions and improve operational efficiency.

Kinaxis Inc. is a global enterprise software company based in Ottawa, Ontario, Canada. Founded in 1984, the company specializes in cloud-based supply chain orchestration, helping businesses create predictable and resilient supply chains. Kinaxis serves over 1,000 enterprise customers across more than 100 countries, including industries such as automotive, high-tech, life sciences, and retail. The company's flagship product, Maestro™, is a cloud-based platform that enhances decision-making and operational efficiency through advanced analytics and AI integration. Key features include end-to-end supply chain management, concurrent planning, scenario analysis, and demand and inventory planning. Kinaxis is recognized for its patented technology that allows simultaneous processing of complex planning variables, providing businesses with the agility needed to navigate disruptions. With a dedicated workforce of over 2,000 employees, Kinaxis continues to innovate and support a global supply chain network.

MachineMetrics is an industrial IoT and Artificial Intelligence company founded in 2014 and based in Easthampton, Massachusetts. The company offers an AI-powered Manufacturing Operations Platform designed for discrete manufacturers and machine builders. Their platform provides real-time machine monitoring, predictive analytics, and an Intelligent Manufacturing Execution System (MES) to enhance operational efficiency and reduce unplanned downtime. As a B2B SaaS provider, MachineMetrics connects directly to machine controllers to capture data at the source. Their platform includes tools for local data collection and cloud-based analytics, supporting over 1,000 machine controller types. Key features include real-time visibility dashboards, predictive maintenance alerts, and deep manufacturing analytics. The company serves various industries, including aerospace, automotive, medical devices, and heavy machinery, with a subscription-based business model tailored to meet diverse manufacturing needs.

Moogsoft is a leader in AI-driven observability, focusing on Artificial Intelligence for IT Operations (AIOps) incident management. Founded in 2011 in San Francisco, California, the company aims to help engineering and IT teams reduce operational noise and quickly identify root causes of issues. In 2023, Moogsoft was acquired by Dell Technologies, enhancing its integration into Dell's IT operations portfolio. The core offering is the Moogsoft AIOps Platform, a cloud-native observability solution that utilizes advanced machine learning algorithms. Key features include noise reduction to minimize alert fatigue, anomaly detection for proactive performance issue identification, and root cause analysis to correlate events for faster incident resolution. The platform is tailored for DevOps, Site Reliability Engineering, and IT Operations teams, supporting continuous digital availability and operational agility. Moogsoft serves a diverse range of global enterprises, including notable customers like American Airlines, Fannie Mae, and Yahoo!.

Motive, based in San Francisco, is a technology company that offers an Integrated Operations Platform tailored for the trucking, logistics, and physical economy sectors. Founded in 2013, Motive serves over 120,000 customers, ranging from Fortune 500 companies to small businesses. The company aims to enhance safety, productivity, sustainability, and profitability by unifying safety, operations, and finance teams into a single system. Motive combines IoT hardware with AI-powered applications to streamline fleet management. Its comprehensive suite includes electronic logging devices, dashcams, vehicle GPS tracking, and spend management tools. This platform provides real-time visibility and control, automating tasks to reduce manual workloads. Motive's solutions cater to various industries, including construction, energy, food and beverage, and manufacturing, making it a vital resource for businesses that rely on efficient fleet operations.

Nanoprecise Sci Corp is a Canadian technology company based in Edmonton, Alberta, specializing in Energy-Centered Predictive Maintenance (ECM). Founded in 2017, the company integrates Artificial Intelligence (AI), the Internet of Things (IoT), and data analytics to deliver automated solutions for monitoring industrial assets. Its mission is to help industries reduce unplanned downtime, minimize energy waste, and extend equipment lifespan through predictive maintenance strategies. The company offers a range of services through its proprietary AI+IoT platform, including automated condition monitoring, energy efficiency analytics, and failure analysis. Key products include Machine Doctor, RotationLF, NrgMonitor, and TransformerLF, each designed to enhance asset management and operational efficiency. Nanoprecise serves a diverse clientele, including Fortune 500 companies across sectors like Oil & Gas, Manufacturing, and Power Generation, and has established partnerships to expand its market reach globally.

OneStream Software is an enterprise finance platform that integrates financial and operational data to enhance decision-making and productivity. Founded in 2010 by industry veterans, the company is headquartered in Birmingham, Michigan, with additional offices in Rochester and Stratford. OneStream serves over 1,600 customers globally, including 17% of Fortune 500 companies, and employs approximately 1,577 people. The core offering is a cloud-based, AI-enabled intelligent finance platform that streamlines corporate performance management (CPM) processes. Key features include financial close and consolidation, planning, budgeting, forecasting, and reporting and analytics. The platform's unique Extensible Dimensionality (XD) architecture allows for decentralized planning while ensuring consolidation integrity. Hosted on Microsoft Azure, OneStream integrates machine learning and financial data quality capabilities to support finance teams in driving business strategy.

PagerDuty is a leader in AI-first digital operations management, offering a SaaS-based platform designed to help organizations manage business-impacting incidents effectively. Founded in 2009 by former Amazon developers, the company has grown to serve over 35,000 organizations globally, focusing on enhancing customer experience and operational efficiency. The PagerDuty Operations Cloud is a comprehensive platform that includes features such as incident management, AIOps, automation, on-call scheduling, and intelligent event management. These tools enable teams to quickly detect, respond to, and resolve incidents, ensuring accountability and reducing manual work. PagerDuty caters to a diverse audience, including developers, DevOps, IT operations, and customer support teams, and supports various sectors, including nonprofits and higher education through its Impact Hub.

Planful is a leader in cloud-based financial performance management software, providing a comprehensive platform for financial planning and analysis (FP&A), consolidation, close management, and reporting. Founded in 2000 and rebranded in 2020, Planful is headquartered in Redwood City, California, with additional offices in San Francisco, Hyderabad, London, and Toronto. The company employs around 500 to 644 people and serves over 1,500 customers in more than 100 countries. The Planful platform automates complex financial processes, replacing traditional spreadsheet workflows with AI-driven analytics and continuous planning capabilities. Key features include integrated budgeting, rolling forecasts, scenario modeling, and real-time reporting. Planful targets finance, accounting, and business users in medium to large enterprises across various industries, such as life sciences, manufacturing, technology, and healthcare. Its innovative approach to continuous planning and AI-enabled features make it a preferred choice for organizations looking to enhance efficiency and streamline their financial operations.

Prevedere is a global predictive analytics software company founded in 2012. It specializes in providing actionable insights into future business outcomes by analyzing current economic trends and consumer activity. As a SaaS provider, Prevedere utilizes a patented AI platform and a vast data repository to monitor over 2.5 million indicators of global economic and consumer activity. The company's primary offering is its predictive economic intelligence platform, which employs advanced algorithms and machine learning to generate insights from various economic and industry indicators. Key features include an Early Warning System that alerts executives to critical economic changes, predictive AI monitoring for identifying market drivers, and intelligent forecasting to optimize business plans. Prevedere also offers tailored solutions for sectors like manufacturing and consumer packaged goods, focusing on helping C-suite executives and financial planners navigate market risks and opportunities.