Predictive analytics software mines and analyzes historical data patterns to predict future outcomes by extracting information from data sets to determine patterns and trends. Using a range of statistical analysis and algorithms, analysts use predictive analytics products to build decision models, which business managers can use to plan for the best possible outcome. Analysts, business users, data scientists, and developers all utilize predictive analytics software to better understand customers, products, and partners, and to identify potential risks and opportunities for a company. Predictive analytics programs enable organizations to use big data (both stored and real-time) to move from a historical view to a forward-looking perspective of the customer. These tools can be deployed both on-premises (usually for enterprise users) and in the cloud. While the majority of predictive analytics software is proprietary, versions that are based on open-source technology do exist. Recent trends in predictive analytics software show its integration with BI platforms, ERP suites, or other digital analytics software.
To qualify for inclusion in the Predictive Analytics category, a product must:
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The primary mission of RStudio is to build a sustainable open-source business that creates software for data science and statistical computing. You may have already heard of some of our work, such as the RStudio IDE, Rmarkdown, shiny, and many packages in the tidyverse. Our open source projects are supported by our commercial products that help teams of R users work together effectively, share computing resources, and publish their results to decision makers within the organization. We also build hosted products to take away the pain of managing R and RStudio yourself, and allow anyone to use R and RStudio even without serious computing resources.
IBM SPSS Statistics software is used by a variety of customers to solve industry specific business issues to drive quality decision-making. Advanced statistical procedures and visualization can provide a robust, user friendly and an integrated platform to understand your data and solve complex business and research problems •Addresses all facets of the analytical process from data preparation and management to analysis and reporting •Provides tailored functionality and customizable interfaces for different skill levels and functional responsibilities •Delivers high-resolution graphs and presentation-ready reports to easily communicate results Organizations of all types have relied on proven IBM SPSS Statistics technology to increase revenue, outmaneuver competitors, conduct research, and data driven decision-making
Reimagine your business processes for the digital economy by using predictive insights to optimize your resources and improve margins across your entire enterprise. Uncover trends and patterns from Big Data, the Internet of Things, and your existing data sources with SAP’s powerful predictive analytics software.
Leadspace drives B2B growth with predictive analytics applications for demand generation and account-based marketing (ABM). Chosen by seven of the world’s ten largest enterprise software companies, Leadspace helps marketers increase lead conversion and boost pipeline with net-new lead discovery, on-demand database enrichment and predictive lead scoring, on both the company and individual employee level. Leadspace is trusted by more than 120 leading B2B brands including Oracle, Microsoft, Marketo, RingCentral and BloomReach.
There's a reason Information Builders received a perfect Recommend score in Dresner Advisory Group's 2016 Wisdom of Crowds BI Market Study. It's the same reason Information Builders achieves almost double the average adoption rates for full BI and analytics platforms in the industry. It's called WebFOCUS, the business intelligence and analytics platform that serves every analytical need. Everyone makes decisions. Everyone needs information. But not everyone has the same needs and abilities. To serve your users, you need to deliver the capabilities they demand. * Business users need complete self-service analytics capabilities that help them create, use, and share analytical content * Data scientists and other experts need sophisticated predictive and statistical capabilities that enables them to build models that can be used standalone or in scoring applications * Non-technical users need InfoApps™ for rich, interactive content that doesn't require training or tools – including analytics right inside the documents you send to them * Developers need the tools to create large-scale enterprise analytical applications for users inside and outside the firewall No other platform gives the richness and depth of WebFOCUS.
The IBM SPSS Modeler is a leading, visual data science and machine learning solution. It helps enterprises accelerate time to value and desired outcome by speeding the operational tasks for data scientists. Leading organizations worldwide rely on IBM for data discovery, predictive analytics, model management and deployment, and machine learning to monetize data assets. The IBM SPSS Modeler empowers organizations to tap data assets and modern applications with complete, out-of-box algorithms and models, suited for hybrid, multi-cloud environments with robust governance and security posture. • Take advantage of open source based innovation including R or Python • Empower data scientists of all skills – programmatic and visual • Exploit multi-cloud approach - on-prem, public or private clouds • Start small and scale to enterprise-wide, governed approach
Maroon.ai is a predictive intelligence product company for enterprise sales and marketers. The plug and play product integrates with your marketing automation and CRM systems and leverages machine learning and predictive classification to determine the deepest context. Using this context to go enhance the quality of your funnel, be it inbound or outbound. All models a built for efficiency and confidence levels or 70% or higher are standard using this product. Typical problems customers solve using maroon: - Scoring and prioritizing prospects - Segmenting leads based on geographies, target markets and product lines - Discovering buyer intent and enabling personalization - Net new accounts with a named account standard - Predictive channel and marketing insights Customers have been able to realize a 23% lift in L2R within 4 months of product adoption. Maroon started its journey in 2016 and since has successfully served customers across the world. To name a few Tata Communications, Oracle Asia Pacific, Eureqa, Airnet Infotech among others.
BOARD is the #1 decision-making platform. Founded in 1994 and Headquartered in Chiasso, Switzerland, and Boston, MA, BOARD International has enabled more than 3000 companies worldwide to effectively deploy Business Intelligence, Corporate Performance Management and Predictive Analytics applications on a single platform. The BOARD platform allows companies to achieve a single, accurate and complete view of business information and a full control of performance across the entire organization. Thanks BOARD, global enterprises, such as H&M, KPMG, DHL, Mitsubishi, NEC, Puma, Siemens, Toyota, have deployed end-to end decision-making applications in a fraction of the time and cost associated with traditional solutions.
Pega is the only industry-leading platform that allows you to build scalable, enterprise-grade CRM, Digital Process Automation, BPM, Case Management, and AI apps, all on one unified platform. Anyone can catapult enterprise digital transformation and innovation with Pega by designing, building, and collaborating – on any application, without any roadblocks. The Pega Platform transforms business stakeholders into citizen developers with a no code, visual app development experience, while empowering professional developers to architect applications with a model-driven approach in a low cow code environment. Pega maximizes productivity, re-use, and scale for the enterprise while delivering meaningful apps 6.4x faster, reducing development costs by 75% and driving ROI by 321%.”
Analytics for Supply Chain Planning and Data Discovery. Enterprise scaled, rapidly implemented, data secured. Analyze, decide and plan faster than ever before. Headquartered in San Diego, California, Halo is an analytics software and advisory services provider which offers customers an innovative blend of technology to manage demand forecasts, inventory and supplier relationships. Halo’s Advanced Information Hub is a first-of-its kind solution to help companies leverage all their corporate data to generate new insight for competitive advantage.
Radius is the first data intelligence company that enables customers to outperform revenue targets and outpace their competition by mastering a unified data strategy, discovering their next buyers with audience intelligence, and scale every channel to reach modern B2B customers in more meaningful, effective ways. Unlike the fragmented data providers that fail to deliver insights and actionable workflows, or leverage network-effects from ingested customer data, or analytics vendors that require legacy data providers, which limit insights and focus to tactical use cases, Radius is built for enterprises that trust secure end-to-end platforms to connect all their customer data with the largest, most accurate B2B data source so they can find & win more customers.
Zilliant is the world’s leading provider of AI-enriched SaaS solutions that maximize the lifetime value of B2B customer relationships. Expanding the economic value of existing customers is the most reliable, predictable and actionable way for B2B companies to grow revenues and enhance margins. In an overwhelming landscape of potential AI-enriched sales and marketing solutions, Zilliant IQ delivers unprecedented value. The platform continuously identifies the untapped economic potential of every existing B2B customer relationship, and seamlessly delivers prescriptive intelligence within existing field sales workflows, CRM applications, and eCommerce channels, where it increases the value of every customer interaction. With the industry’s fastest deployment cycles and lowest total cost of ownership model, Zilliant is the partner of choice for global B2B enterprises seeking to drive top-line growth and profit margins with AI-based technologies.
Insider Growth Management Platform (GMP) helps digital marketers drive growth across the funnel, from Acquisition to Activation, Retention, and Revenue. Leveraging real-time predictive segmentation powered by deep Artificial Intelligence and Machine Learning capabilities, GMP empowers marketers to deliver personalized journeys across web, mobile web, mobile apps, and ad channels. Built on a unified data layer, GMP is easy to implement and simple to use, avoiding the need for complex integrations and dependency on IT teams. Insider simplifies the life of digital marketers and helps them drive growth for their brands, with zero marketing waste. Insider is a technology company with offices in London, Singapore, Tokyo, Dubai, Moscow, Warsaw, Kuala Lumpur, Jakarta, Istanbul, Kiev, Sydney, Seoul, Ho Chi Minh City, Bangkok, Hong Kong and Taipei. Insider was listed as one of the 100 Hottest Startups by WIRED Magazine and won Red Herring Top 100 Europe in 2017. Cb has recently ranked Insider’s co-founder and CEO Hande Cilingir as one of the top three women CEOs outside of the US. Helping world’s leading brands grow beyond the speed of customer expectations, Insider is trusted by over 300 businesses across various industries including UNIQLO, Singapore Airlines, Tokopedia, Virgin, New Balance, Nissan, Huawei, Samsung, Orange, Puma, Ticketmaster, Newsweek, Air Arabia, Media Markt, AVIS, Allianz, BBVA, Domino’s, McDonald’s, Avon and CNN.
Pega's Customer Engagement Suite includes Pega Marketing to engage customers with real-time one-to-one marketing on any channel, Pega Sales Automation to intelligently guide sales professionals and streamline the sales process using AI, and Pega Customer Service to deliver end-to-end service across the entire customer journey. These applications leverage Pega’s proven AI via the Customer Decision Hub– our unified, always-on, customer brain. Pega’s Customer Engagement Suite is available with industry-specific models, processes and interfaces, and can deployed on a variety of cloud choices¬– including hybrid, or on premise.
SAP Analytics Cloud is a powerful data visualization tool that helps businesses of all sizes do more with data. By transforming static spreadsheets into actionable insights, you can make better fact-based decisions, uncover hidden trends and improve your business performance quickly. SAP Analytics Cloud combines all analytics capabilities -- including business intelligence, planning and predictive analytics -- in a single cloud-based solution.
Amazon Machine Learning is a service that makes it easy for developers of all skill levels to use machine learning technology. It provides visualization tools and wizards that guide you through the process of creating machine learning models without having to learn complex ML algorithms and technology.
MoData's AI-powered sales intelligence software delivers: (a) 100s of out-of-the-box Sales KPI charts/reports. (b) Track pipeline changes & Funnel progression. (c) Account Based Sales & Target Account Engagement Tracking. (d) Pipeline Prediction. (e) Forecasting (e) Bundled reporting for common tasks like Board Meeting & One-on-One. (f) Alerts delivered directly to your inbox.
SalesChoice helps create powerful dashboards that help manage sales more efficiently. Our predictive analytics measure lead sources against outcomes which helps in not only budget planning but also to get immediate visibility into opportunities which can result in predicted wins and hence increase focus on opportunities that need to be accelerate on. SalesChoice prediction outcomes are upto 95% accurate thus helping our clients secure a competitive edge.
AIMMS is a forward thinking software platform provider democratizing the use of prescriptive analytics so everyone is self-enabled to make better decisions. Whether you seek to improve your strategy, planning, operations or transform your entire supply chain, AIMMS software is the ideal combination of being tailored to your unique situation paired with speed to value (ROI). That's why teams at Shell, Johnson & Johnson, GE and Heineken and many more fire up AIMMS every day. Powerful and Intuitive Modeling and Optimization software The AIMMS Prescriptive Analytics Platform is the technology of choice for operations research and analytics professionals for building and delivering solutions that improve business performance. Our software leverages the power of mathematical optimization and modeling to provide companies with a competitive edge and quantifiable results. We have been a trusted analytics technology for nearly three decades with usage by thousands around the world. You can create custom solutions to tackle your specific strategic or operational problems across a broad range of functional areas. The comprehensive platform has everything you need. The development tool (AIMMS Developer) enables you to quickly build custom applications, while the deployment tool (AIMMS PRO) enables you to instantly provide solutions to the end users in need of better decision power. The platform can be deployed in the cloud or on premise.
Custora is a retail marketing platform that makes it easy to learn about your customers and automatically leverage those insights across marketing touchpoints. Simply put, our software powers sustainable growth by driving revenue from repeat customers. Custora is the only software that identifies, prioritizes, and automates repeatable programs to increase ROI - all with a focus on enabling marketers to more effectively collaborate with their merchandising, finance, CRM, and creative teams.
Dataiku develops the unique data science software platform that enables companies to build and deliver their own data products more efficiently. Thanks to a collaborative and team-based user interface for data scientists and beginner analysts, to a unified framework for both development and deployment of data projects, and to immediate access to all the features and tools required to design data products from scratch, customers such as GE, AXA, L’Oreal, NPR, Kuka, Webbmason, Hostel World, and many more easily apply machine learning and data science techniques to all types, sizes, and formats of raw data to build and deploy predictive data flows.
DataScience.com provides an enterprise data science platform that combines the tools, libraries, and languages data scientists love with the infrastructure and workflows their organizations need. The DataScience.com Platform maximizes the way data scientists like to work, so they can solve the right problems, create better analyses, amplify their results, and put more work into production — all from one place.
SAS Visual Data Mining and Machine Learning supports the end-to-end data mining and machine-learning process with a comprehensive, visual (and programming) interface that handles all tasks in the analytical life cycle. It suits a variety of users and there is no application switching. From data management to model development and deployment, everyone works in the same, integrated environment.
AssetWise Operational Analytics helps you move beyond isolated business intelligence applications and allows you to understand operational performance data and costs in near real-time, and identify areas for improvement that increase safety and reliability to optimize asset performance.
A platform for data driven customer relationship management, able to provide engaging, publishing, analytics and managing customer data in a single tool. Chorally enables brands to explore the full potential of digital customer management integrating multiple touchpoints in a single platform. It allows customers team to deliver more personalized brand experiences based on enriched customer profiles. The platform features a highly intuitive UI and is complemented by top class support and consultancy services.
Copperleaf C55 is a unique Asset Investment Planning & Management (AIPM) solution that helps asset intensive organizations decide where and when to invest in their businesses to optimize performance and manage risk. C55 is highly modular and configurable, and integrates seamlessly with existing EAM, ERP, GIS and a variety of other systems—empowering organizations to turn data into decisions.
Detect, learn and predict fraudulent activity using behavioral analysis and machine learning. DetectTA analyzes user behavior and sends alerts on any deviations from established regular behavioral patterns. This cutting-edge machine intelligence can be combined with user-defined analytics, rules, policies, and workflows for comprehensive coverage and flexibility.
The Evolution Platform is a comprehensive data intelligence system fueled by big data and advanced analytics that are rooted in neuroscience. The system runs on an innovative cloud-based technology platform that collects, processes and analyzes millions of data points every day to organize, score and catalog information business executives need to make confident business decisions.
FICO Xpress Optimization is comprised for four core components: FICO Xpress Insight, FICO Xpress Executor, FICO Xpress Solver and FICO Xpress Workbench. FICO’s deep portfolio of optimization options enables users to easily build, deploy and use optimization solutions that meet their needs. Standard capabilities include scalable high-performance solvers and algorithms, flexible modeling environments, rapid application development, comparative scenario analysis and reporting capabilities, for on-premises and cloud installations.
KnowledgeSEEKER's fundamental data mining and predictive analytics capabilities such as data preparation, profiling, visualization, Decision Tree analysis, strategy design and deployment, will take you through an analytics journey that will answer questions such as 'What is likely to happen' and 'What should I do?'
Lymbyc Your Virtual Analyst is an AI solution that finds the right answers to all your complex business queries- it surfs through your data , builds hypotheses, applies advanced analytics models, identifies hidden linkages and fetches the best possible solution – in a manner that is easily interpreted by anyone.
Motadata is a state of the art affordable yet powerful product suite - consisting of Network Management & Monitoring, Log & Flow Management, and IT Service Management Platforms. The platform empowers both IT administrators and CXOs to analyze, track & resolve IT operational issues by effectively monitoring various systems and devices from multiple vendors through a unified and centralized dashboard. Motadata is the industry’s first IT ops solution that truly correlates the metric, flow and log events and turns them into actionable insights.
Sidetrade is the most compelling A.I. Software Company shaping the future of Customer Engagement and empowering Marketing, Sales and Finance people to grow sales and accelerate Cash. Sidetrade is now #1 Financial Cloud on the Sales-to-Cash Cycle. Seamlessly integrated with existing CRM and ERP, Sidetrade leverages Artificial Intelligence to disclose untapped new business opportunities, increase upsell, reduce churn, predict customer payments and accelerate cash flow generation. Over 1,500 companies, of all sizes and sectors, in 80 countries, employ AI Sidetrade solutions for sustainable growth. With its Artificial Intelligence platform, Sidetrade use predictive data science to take the guesswork out of the customer relationship. The advanced use of machine learning and human collaboration empowers businesses to proactively improve operational effectiveness of the end-to-end customer cycle via smart sales prospecting, streamlined cash collection and case management processes.
SpectX is a powerful analytics platform for processing unlimited amounts of machine data (e.g. logs) scattered across different locations. This allows organisations to base their decisions on a wider and deeper knowledge than ever. As SpectX handles data in its original form and location, data can be analyzed with unprecedented speed, simplicity and flexibility.
Tango is a single SaaS-based solution for Predictive Analytics, GIS and Store Development Execution that delivers one version of the truth across the entire real estate strategy and development lifecycle it avoids the unnecessary complexity, risks and costs of a multiple point solution environment.
TROVE delivers one-of-a-kind data-powered predictive science by fusing your data with its dynamic and powerful sources of data, then applying the absolute standard in predictive science, its relentless curiosity and attention to detail pay off for its partners in startling predictive insights and the ability to scale them.
Serving the needs of both business and IT domain experts to monitor and understand business activities within SOA and Cloud deployments, WSO2 BAM is not only designed to monitor SOA metrics, but can also be configured to monitor key business indicators. Additionally, you can extend WSO2 BAM to capture other general monitoring requirements as well.
Need to analyze high-value transactions in real time on mainframes to drive process efficiency, identify fraud and manage risk? Zementis Predictive Analytics for IBM z Systems delivers operational deployment capabilities for Artificial Intelligence (AI) and machine learning that dramatically reduce the complexity, expense and time to execute predictive analytics for transactional mainframe applications, such as COBOL, CICS® and Adabas & Natural.
The Zementis Predictive Analytics scoring engine for Hadoop delivers a common predictive analytics strategy across the entire Hadoop ecosystem, including Hive, Spark and Storm, without complex customization. Zementis Predictive Analytics cements an efficient process for instant operational deployment, addressing the highest execution requirements for batch processing, in-memory computation and streaming data. Use it to implement highly scalable, plug & play, 100% standards-based & vendor-neutral predictive solutions.
Make insight-driven decisions across your enterprise. Deploy artificial intelligence, machine learning and predictive analytics models based on open standards. With Zementis Predictive Analytics, you can glean real-time insights from any amount of data, anywhere, anytime, to make informed business decisions. Read more