# Best Predictive Analytics Tools and Software - Page 11 ## How Many Predictive Analytics Software Products Does G2 Track? **Total Products under this Category:** 299 ### Category Stats (Aug 2026) - **Average Rating:** 4.44/5 The average rating of products in this category, based on all submitted ratings - **Top Trending Product:** Verint Voice of the Customer (+0.65%) - Among all products in this category, Verint Voice of the Customer recorded the largest rating increase compared to last month _Last updated: August 07, 2026_ ## How Does G2 Rank Predictive Analytics Software Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 31,800+ Authentic Reviews - 299+ Products - Unbiased Rankings G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category. ## G2 Grid® for Predictive Analytics Software ![G2 Grid® for Predictive Analytics Software plotting products by satisfaction and market presence](https://www.g2.com/categories/predictive-analytics/grids.png?focus%5B%5D=1213&focus%5B%5D=7788&focus%5B%5D=1327283&focus%5B%5D=6073&focus%5B%5D=3558&focus%5B%5D=612&focus%5B%5D=20158&focus%5B%5D=4350) Highlighted products: Tableau, Clari, SAS Viya, Google Cloud BigQuery, Adobe Analytics, IBM Cognos Analytics, Amazon QuickSight, and IBM SPSS Statistics. Underlying data: [Grid® JSON](https://www.g2.com/categories/predictive-analytics/grids.json?focus%5B%5D=tableau&focus%5B%5D=clari&focus%5B%5D=sas-sas-viya&focus%5B%5D=google-cloud-bigquery&focus%5B%5D=adobe-analytics&focus%5B%5D=ibm-cognos-analytics&focus%5B%5D=amazon-quicksight&focus%5B%5D=ibm-spss-statistics) **Sponsored** ### Zoho Analytics Zoho Analytics is a GenAI-powered self-service BI and analytics platform that helps businesses collect, prepare, analyze, and present insights from their data, all within minutes. Integrate with 500+ native data sources, like files, feeds, local and cloud databases, cloud storage, and popular business apps. Clean, transform, enrich, and catalog data with our agentic AI-powered, self-service data preparation and management capabilities. Create and manage complex ETL data pipelines using our visual pipeline builder, process stream data for real-time analytics, and set up a strong metrics layer for quality analysis and management. Zoho Analytics comes with 100+ domain-specific prebuilt reports and dashboards, pre-trained NLQ models, intelligently modeled and blended data across business applications, and lots more. Use our intuitive drag-and-drop visualization builder to build insightful and interactive reports and dashboards using a wide variety of visual components, like charts, widgets, pivot tables, tabular views and more. Generate customized reports and dashboards using simple, natural language with our AI-powered conversational agent, Zia. Ask Zia goes beyond basic reporting; it enables users to perform diagnostic analytics, forecast key metrics, and receive intelligent insights and recommendations. Users can assign tasks and trigger actions just by conversing with our agentic AI, Zia, streamlining their workflows and empowering data-driven decisions. Seamlessly embed Ask Zia into your custom or business applications to deliver contextual insights and actions. Enrich your analysis with automated insights by using our NLG-powered narration engine, Zia Insights. With diagnostic analytics for smarter decision-making, Zia Insights takes automated insights to the next level by bubbling up key drivers for particular business tasks. Enumerate complex business scenarios with what-if analyses, forecast KPIs, uncover trends and patterns with advanced analytical capabilities. Leverage cognitive analysis for keyword extraction and sentiment analysis, and more. Evaluate the best ML models with no-code assistance or develop custom models and functions using Python Code Studio. Zoho Analytics comes with pre-packed ML models (AutoML) that allow you to evaluate and pick the best model for your use case. Alternatively custom models and functions using Python Code Studio Embed our full-fledged analytics platform into other software applications. Craft and present immersive data stories through slideshows or purpose-built analytics portals. Collaborate securely through contextual comment threads and real-time messaging. Zoho Analytics has a robust set of APIs that enables elaborate customization and highly extensible low-code and no-code integration with any technology stack. It also offers a high degree of deployment flexibility (private, public, multi-cloud, and on-premises) and platform extensibility (professional services, partner support, and marketplace). Zoho Analytics is modern and scalable, and it can readily match growing data volumes and usage. Its time-tested and accredited enterprise-grade security features and governance framework ensure continuous data management and stewardship. On top of everything else, the TCO for Zoho Analytics—including licensing, implementation, customization, training, and support—is the lowest in our market. [Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list_llm&secure%5Bcategory_id%5D=499&secure%5Bchosen_at%5D=2026-08-10T18%3A38%3A27Z&secure%5Bdisplayable_resource_id%5D=499&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=499&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=3431&secure%5Bresource_id%5D=499&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fpredictive-analytics%3FhsCtaTracking%3D59ff82f1-4345-49a0-a6cc-23865c443e25%257Cf82c43fd-2d75-4271-b26a-ef01613ba3e1%26page%3D11&secure%5Btoken%5D=cabe71ff2b3c819941c2bd86397d3ee16b35fc432e963c4292143569be4fc3fb&secure%5Burl%5D=https%3A%2F%2Fwww.zoho.com%2Fanalytics%2F%3Futm_source%3DG2%26utm_medium%3Dcpc%26utm_campaign%3DPredictive_Analytics&secure%5Burl_type%5D=custom_url) ### [C5i Discovery](https://www.g2.com/products/c5i-discovery/reviews) Augmented analytics platform powered by generative AI to drive decision intelligence through personalized, actionable insights and using conversational AI to foster adoption and decision-first culture. Enterprises, globally, are in different states of maturity in their analytics journey and continually investing on BI and analytics. What is missing then? Lack of adoption and impact on business makes the journey devoid of ROI. C5i Discovery is here to turn the situation around by providing simple, smart and speedy ways of getting insights and making decisions. In action, C5i Discovery has delivered business impacts like: 2X increase in speed to contextual ecommerce insights 34% reduction in finished goods waste due to stales and damages 86% automation of brand performance reporting 57% reduction of time-to-insights for sales performance Augmented analytics capabilities of Discovery help businesses at various stages of decision making with: • Descriptive analytics (connected insights) • Diagnostic analytics (anomaly detection & causal) • Predictive analytics (early warning signals and forecasting) • Prescriptive analytics (impact assessment, recommendations and scenario planning). **Average Rating:** 4.3/5.0 **Total Reviews:** 3 #### Who Is the Company Behind C5i Discovery? - **Seller:** [C5i](https://www.g2.com/sellers/c5i) - **Year Founded:** 2000 - **HQ Location:** Edison, New Jersey, United States - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=d47fe665a0fed7b3994a86ce63cfc6e3f323c63487b0da616f955db3b5b8a126&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fc5i-ai&secure%5Burl_type%5D=linkedin_company_website) 1,481 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 67% Medium, 33% Large #### What Are Recent G2 Reviews of C5i Discovery? **["Augmented software to manage e-commerce end to end analytics"](https://www.g2.com/survey_responses/c5i-discovery-review-8847906)** **Rating:** 4.5/5.0 stars _— Pankaj G._ [Read full review](https://www.g2.com/survey_responses/c5i-discovery-review-8847906) **["Course5 Discovery: A Comprehensive Learning Experience"](https://www.g2.com/survey_responses/c5i-discovery-review-7601273)** **Rating:** 5.0/5.0 stars _— Deepak K._ [Read full review](https://www.g2.com/survey_responses/c5i-discovery-review-7601273) ### [Codygon- AI and Analytics](https://www.g2.com/products/codygon-ai-and-analytics/reviews) Codygon is a technology company based in India, solving complex business challenges using technology, specializing in AI and analytics. Our experts have helped companies like Pfizer, Merck, Aramco and others get the most out of their data. We transform your data into compelling visual stories, providing clarity, insights, and a competitive edge in your decision-making process. Get tailored dashboards that align with your unique business goals, user-friendly interfaces for seamless navigation and visual representations that tell a story at a glance. Our analytics services include data visualization using Power BI, Spotfire, Tableau, Looker and others; data engineering/ETL and AI using Dataiku, Alteryx, Databricks, etc. on various data stores like Amazon S3, Redshift, Oracle DB, MSSQL, Snowflake, etc. **Average Rating:** 4.5/5.0 **Total Reviews:** 1 #### How Do G2 Users Rate Codygon- AI and Analytics? - **Algorithms:** 6.7/10 (Category avg: 8.5/10) #### Who Is the Company Behind Codygon- AI and Analytics? - **Seller:** [Codygon](https://www.g2.com/sellers/codygon) - **Year Founded:** 2023 - **HQ Location:** Mumbai, IN - **Twitter:** @CodygonTech 9 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=2e24a71ec4b9827f63551eb284c300998e476d0f274dedca67581134cdb599ca&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcodygontech%2Fabout%2F&secure%5Burl_type%5D=linkedin_company_website) 4 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 100% Small #### What Do G2 Reviewers Say About Codygon- AI and Analytics? _AI-generated summary from verified user reviews_ ##### Pros - Users appreciate the **capable AI features** of Codygon, enabling easy automation and efficient analytics dashboards. - Users praise the **effective analytics dashboards** and automation capabilities provided by Codygon's robust AI features. - Users value the **automation capabilities** of Codygon, enabling seamless and efficient processes through powerful AI features. - Users highlight the **ease of use** in Codygon, benefiting from its intuitive AI features and seamless integrations. - Users value the **excellent integrations** of Codygon, enhancing automation and optimizing their analytics experience. ##### Cons - Users feel that Codygon- AI and Analytics is **too expensive** and could benefit from more cost-effective options. - Users note the **limited features** of Codygon, expressing a desire for additional functionalities to enhance usability. #### What Are Recent G2 Reviews of Codygon- AI and Analytics? **["Good AI analytics tool !"](https://www.g2.com/survey_responses/codygon-ai-and-analytics-review-10573517)** **Rating:** 4.5/5.0 stars _— Rahul C._ [Read full review](https://www.g2.com/survey_responses/codygon-ai-and-analytics-review-10573517) ### [Compellon](https://www.g2.com/products/compellon/reviews) Compellon revolutionizes the speed and ease of using data to get to the heart of what matters and which actions will best achieve business outcomes. **Average Rating:** 4.5/5.0 **Total Reviews:** 1 #### How Do G2 Users Rate Compellon? - **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 8.9/10) #### Who Is the Company Behind Compellon? - **Seller:** [Compellon](https://www.g2.com/sellers/compellon) - **HQ Location:** N/A - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7886df2ed926834e5eb248c77dcfa8e5c815d3ab1f0fe3132ced0dba45868834&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2FNo-Linkedin-Presence-Added-Intentionally-By-DataOps&secure%5Burl_type%5D=linkedin_company_website) 1 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 100% Large #### What Are Recent G2 Reviews of Compellon? **["Excellent Tool for Predictive Modelling"](https://www.g2.com/survey_responses/compellon-review-526362)** **Rating:** 4.5/5.0 stars _— Garred S._ [Read full review](https://www.g2.com/survey_responses/compellon-review-526362) #### What Are G2 Users Discussing About Compellon? - [What is Compellon used for?](https://www.g2.com/discussions/compellon-what-is-compellon-used-for) - [What is Compellon used for?](https://www.g2.com/discussions/what-is-compellon-used-for) ### [Concentric](https://www.g2.com/products/concentric/reviews) Concentric helps companies through licensing, support, consulting, and software development. **Average Rating:** 4.0/5.0 **Total Reviews:** 1 #### How Do G2 Users Rate Concentric? - **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 8.9/10) #### Who Is the Company Behind Concentric? - **Seller:** [Concentric](https://www.g2.com/sellers/concentric) - **Year Founded:** 2010 - **HQ Location:** Cambridge, US - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=04f8796708fc53c99e16578b94e1a5524087bbe68d3fff4fd9c518e2f77f720c&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F9267463&secure%5Burl_type%5D=linkedin_company_website) 21 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 100% Medium #### What Do G2 Reviewers Say About Concentric? _AI-generated summary from verified user reviews_ ##### Pros - Users find Concentric's **ease of use** beneficial, facilitating smooth integration and efficient data security management. - Users value the **easy integrations** with other systems, enhancing connectivity and overall efficiency in their workflows. - Users value the **advanced Machine Learning algorithms** in Concentric for enhanced data security and seamless integration. ##### Cons - Users report that the **cost issues** of Concentric lead to project budget overruns and financial strain. - Users find the **high costs** of Concentric lead to increased project expenses, impacting overall budgets. #### What Are Recent G2 Reviews of Concentric? **["Concentric -Secure your Data"](https://www.g2.com/survey_responses/concentric-review-10359044)** **Rating:** 4.0/5.0 stars _— Manik K._ [Read full review](https://www.g2.com/survey_responses/concentric-review-10359044) ### [Cue](https://www.g2.com/products/e-cue-ai-cue/reviews) Cue is your elite AI Analyst. Built for growth leaders. Cue combines data science rigor with business-specific intelligence. Access insights directly in Slack or through our intuitive interface — always accurate, customized to your practice, and trained and maintained by GTM experts you can trust. Elite analysis. Engineered for the Boardroom AND the day-to-day. **Average Rating:** 5.0/5.0 **Total Reviews:** 4 #### How Do G2 Users Rate Cue? - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 8.9/10) #### Who Is the Company Behind Cue? - **Seller:** [e:cue AI](https://www.g2.com/sellers/e-cue-ai) - **HQ Location:** N/A - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=4530e93b42a1e8d775aa184c143793a9b5dfbe8cddb1a36b75a9783b8368afdc&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fecue-ai%2F&secure%5Burl_type%5D=linkedin_company_website) 1 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 50% Medium, 50% Small #### What Do G2 Reviewers Say About Cue? _AI-generated summary from verified user reviews_ ##### Pros - Users love the **automation capabilities** of Cue, enhancing efficiency and confidence in data-driven decision making. - Users find Cue extremely **easy to use** , enabling quick data analysis and boosting confidence in decision-making. - Users praise Cue's **effortless data discovery** , enabling confident decision-making with easy analyses and visualizations. - Users appreciate the **easy integrations** of Cue, allowing seamless data discovery and empowering confident decision-making. - Users love the **time-saving benefits** of Cue, allowing quick data analysis for efficient decision making. ##### Cons - Users note a **steep learning curve** in mastering Cue for optimal results, which is typical for AI tools. #### What Are Recent G2 Reviews of Cue? **["Empowers Confident, Data-Driven Decisions Instantly"](https://www.g2.com/survey_responses/cue-review-12121348)** **Rating:** 5.0/5.0 stars _— Leah D._ [Read full review](https://www.g2.com/survey_responses/cue-review-12121348) **["Cue it up! Fast Insights and Stellar Support"](https://www.g2.com/survey_responses/cue-review-12114817)** **Rating:** 5.0/5.0 stars _— Verified User in Higher Education_ [Read full review](https://www.g2.com/survey_responses/cue-review-12114817) ### [Datanomix](https://www.g2.com/products/datanomix/reviews) Datanomix Production Monitoring software gives you visibility into the root cause of issues and prescriptive guidance on how to fix them. Real-time and historical insights show your entire team where they need to focus NOW to meet your delivery and profitability goals. **Average Rating:** 4.8/5.0 **Total Reviews:** 7 #### How Do G2 Users Rate Datanomix? - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 8.9/10) - **AI Text Summarization:** 10.0/10 (Category avg: 8.1/10) - **Algorithms:** 10.0/10 (Category avg: 8.5/10) - **AI Text Generation:** 10.0/10 (Category avg: 8.1/10) #### Who Is the Company Behind Datanomix? - **Seller:** [Datanomix](https://www.g2.com/sellers/datanomix) - **Year Founded:** 2018 - **HQ Location:** Nashua, US - **Twitter:** @DatanomixInc 900 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=4613b5e558f4f2b7546809a556e9ce18caf0eac73317e5a2eb74016192ec6468&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fdatanomix-inc.%2F&secure%5Burl_type%5D=linkedin_company_website) 36 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 86% Medium, 29% Small #### What Do G2 Reviewers Say About Datanomix? _AI-generated summary from verified user reviews_ ##### Pros - Users value the **automation features** of Datanomix, enabling seamless data-driven decision-making without human intervention. - Users value the **business growth insights** from Datanomix, enhancing data-driven decision-making and operational efficiency. - Users value the **customization** options in Datanomix, enhancing their data-driven decision-making with tailored insights. - Users value the **intuitive dashboards** of Datanomix, which enhance decision-making with real-time automated insights. - Users appreciate the **aesthetically pleasing dashboards** of Datanomix for enhancing their data-driven decision-making experience. #### What Are Recent G2 Reviews of Datanomix? **["Real-Time Visibility Transforms Shop Floor Operations"](https://www.g2.com/survey_responses/datanomix-review-12633515)** **Rating:** 5.0/5.0 stars _— Pragya s._ [Read full review](https://www.g2.com/survey_responses/datanomix-review-12633515) **["Datanomix is ​​a company dedicated to data management and analysis."](https://www.g2.com/survey_responses/datanomix-review-10011176)** **Rating:** 5.0/5.0 stars _— Josune B._ [Read full review](https://www.g2.com/survey_responses/datanomix-review-10011176) ### [Enveyo](https://www.g2.com/products/enveyo/reviews) Enveyo's cloud-based suite of solutions enables organizations to optimize every step of their shipping processes. From the moment the order is placed to the moment the package is delivered, Enveyo's logistics software is designed to save your organization time, money, and headaches. Turn your shipping process into an advantage with Enveyo's suite of logistics software: Modeling: Take control of your decision-making by using historical data and predictive analytics to determine the long-term effects of logistics process adjustments before you make them. Insights: Increase efficiency and save money with comparative supply chain analytics at your fingertips. Create custom reports on carrier performance, shipping patterns, weights, service types, and more to uncover business-transforming opportunities. Cloudroute: Take action on what your shipping data is telling you. Get products to your customers in the most efficient and cost-effective manner by leveraging automated shipping rules specific to your business' needs. Further improve your customer delivery experience through real-time email or SMS alerting features. Audit: Recover revenue and hold carriers to contractual obligations. Audit monitors each shipment, compares your carriers' performance to your agreements, and follows up to get you the credits you deserve. **Average Rating:** 3.3/5.0 **Total Reviews:** 3 #### Who Is the Company Behind Enveyo? - **Seller:** [Enveyo](https://www.g2.com/sellers/enveyo) - **HQ Location:** Provo, US - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ad9eeb90b13c1bda6bacfe235c668b072bc9222548f14dac40dfa85eb8b68fee&secure%5Burl%5D=http%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fenveyo&secure%5Burl_type%5D=linkedin_company_website) 27 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 50% Medium, 25% Large #### What Do G2 Reviewers Say About Enveyo? _AI-generated summary from verified user reviews_ ##### Pros - Users value the **automation capabilities** of Enveyo, enhancing logistics management and improving shipping decisions based on data. - Users value the **enhanced logistics management** provided by Enveyo, appreciating improved shipping decisions backed by historical data analysis. - Users benefit from **enhanced logistics management** through Enveyo's regulatory support, improving shipping decisions effectively. - Users find Enveyo's **ease of use** beneficial for logistics optimization, leveraging data-driven insights for better decisions. - Users value the **efficiency improvement** offered by Enveyo through data-driven logistics optimization and insightful modeling. ##### Cons - Users express concern over the **inadequate analytics** in Enveyo, particularly lacking last-mile delivery tracking capabilities. - Users are frustrated with the **missing features** in Enveyo, particularly the lack of real-time delivery updates. - Users report **poor visual quality** in Enveyo, leading to a lack of real-time delivery updates and transparency. - Users express concerns about **syncing issues** in Enveyo, leading to a lack of real-time delivery updates and visibility. - Users find **poor visibility in last mile delivery** frustrating, especially with no real-time updates on shipment status. #### What Are Recent G2 Reviews of Enveyo? **["Choosing the best transport companies"](https://www.g2.com/survey_responses/enveyo-review-10373230)** **Rating:** 4.0/5.0 stars _— Jaffer M._ [Read full review](https://www.g2.com/survey_responses/enveyo-review-10373230) **["Review for Enveyo application"](https://www.g2.com/survey_responses/enveyo-review-10477714)** **Rating:** 5.0/5.0 stars _— Akanshu K._ [Read full review](https://www.g2.com/survey_responses/enveyo-review-10477714) ### [Equalis Predictive Analytics](https://www.g2.com/products/equalis-predictive-analytics/reviews) Equalis Predictive Analytics is a comprehensive solution designed to monitor real-time data from various sensors, analyze it using advanced algorithms and artificial neural networks, and proactively address potential system failures before they occur. This is achieved through an intuitive "Traffic Light" dashboard and a robust neural network module, enabling users to visualize system performance and implement timely corrective actions. Key Features and Functionality: - Real-Time Data Monitoring: Integrates with multiple data sources, including Equalis embedded controllers, in-house data collection systems, and third-party acquisition systems, to continuously monitor system performance. - Advanced Data Analysis: Utilizes signature algorithms and artificial neural networks to process and interpret data, identifying patterns and anomalies indicative of potential issues. - Intuitive Decision Dashboard: Features a user-friendly "Traffic Light" graphical user interface (GUI that provides clear visual indicators of system status, facilitating quick comprehension and response. - Neural Network Module: Offers tools to design, train, and simulate neural networks, enabling the development of models that mimic human brain functions to solve complex engineering and scientific problems. Primary Value and User Solutions: Equalis Predictive Analytics empowers organizations to preemptively identify and mitigate potential system failures, thereby reducing downtime and maintenance costs. By providing real-time insights and predictive capabilities, it enhances operational efficiency and reliability across various industries, including automotive, aerospace, and process control. The solution's intuitive interface and advanced analytical tools enable users to make informed decisions swiftly, ensuring optimal system performance and longevity. **Average Rating:** 4.0/5.0 **Total Reviews:** 1 #### Who Is the Company Behind Equalis Predictive Analytics? - **Seller:** [Equalis](https://www.g2.com/sellers/equalis) - **Year Founded:** 2010 - **HQ Location:** Columbus, US - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ec298361ef14d03d53f08bba733820d045930c9c3ec895b6cfd2fb55686069b0&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1108012&secure%5Burl_type%5D=linkedin_company_website) 1 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 100% Medium #### What Are Recent G2 Reviews of Equalis Predictive Analytics? **["Obtain information from machines and analyze it in real time"](https://www.g2.com/survey_responses/equalis-predictive-analytics-review-8774438)** **Rating:** 4.0/5.0 stars _— Verified User in Computer & Network Security_ [Read full review](https://www.g2.com/survey_responses/equalis-predictive-analytics-review-8774438) ### [GigaSpaces](https://www.g2.com/products/gigaspaces/reviews) GigaSpaces helps enterprises apply AI to real-time, structured operational data, enabling spontaneous, natural language conversations that accelerate decision-making, improve agility in unexpected situations, and surface opportunities and risks in everyday business. With over two decades of experience powering mission-critical systems, GigaSpaces is a pioneer in real-time data technology and a trusted foundation for data-driven services across industries, including finance, travel, telecom, and insurance. Headquartered in the US, with offices in Europe and Israel, GigaSpaces helps organizations turn operational data into decisions that are timely, secure, and scalable. The GigaSpaces Portfolio delivers the fastest, scalable and easiest to deploy, suite of software platforms to meet the most challenging enterprise data requirements. Numerous Tier-1 and Fortune-listed organizations and OEMs across financial services, retail, transportation, telecom, healthcare, and more trust GigaSpaces to power their mission critical services to optimize business operations, adhere to regulatory compliance and enhance customer experience. Our offices are located in the US, Europe and Israel with partners around the globe; serving customers such as Morgan Stanley, Bank of America, CSX, Société Générale, Crédit Agricole, Avanza Bank, Avaya, CLSA, and Groupe PSA. **Average Rating:** 4.6/5.0 **Total Reviews:** 11 #### How Do G2 Users Rate GigaSpaces? - **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 8.9/10) #### Who Is the Company Behind GigaSpaces? - **Seller:** [Gigaspaces](https://www.g2.com/sellers/gigaspaces) - **Year Founded:** 2000 - **HQ Location:** New York City, NY, USA - **Twitter:** @GigaSpaces 2,772 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=1f39c4074d6df6730d4484ad19a90aabf0759c73910c3246c2c47cabe621e234&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F25628%2F&secure%5Burl_type%5D=linkedin_company_website) 120 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 50% Large, 36% Medium #### What Are Recent G2 Reviews of GigaSpaces? **["Scalability and low latency for the 10 latest years"](https://www.g2.com/survey_responses/gigaspaces-review-4222003)** **Rating:** 4.5/5.0 stars _— Joakim S._ [Read full review](https://www.g2.com/survey_responses/gigaspaces-review-4222003) **["InsightEdge used with success in a major european car manufacturer to provide WLTP results"](https://www.g2.com/survey_responses/gigaspaces-review-4715813)** **Rating:** 4.5/5.0 stars _— Frédéric W._ [Read full review](https://www.g2.com/survey_responses/gigaspaces-review-4715813) #### What Are G2 Users Discussing About GigaSpaces? - [What is GigaSpaces used for?](https://www.g2.com/discussions/what-is-gigaspaces-used-for) ### [Infoveave](https://www.g2.com/products/infoveave/reviews) Infoveave is an AI-powered unified data platform that helps enterprises automate data pipelines, improve data quality, enable predictive analytics, and turn insights into measurable business actions — all within a single environment. Unlike traditional BI tools or standalone ETL platforms, Infoveave connects the entire data lifecycle from ingestion and transformation to governance, analytics, and operational execution. Infoveave is built on a strong foundation of data governance and data security, ensuring consistent data management, compliance, and protection. With capabilities like data lineage tracking, metadata management, row-level security, and audit trails, the platform helps maintain data integrity and control. Key Features Fovea - AgenticAI Assistant Infoveave's AgenticAI, Fovea, is embedded across the platform. Fovea assists in building data transformations, suggesting insights, automating workflows, and simplifying advanced analytics, reducing technical dependency and improving cross-team adoption. Data Automation & Integration • 50+ native connectors (cloud apps, databases, warehouses) • Automated data ingestion & transformation • Workflow orchestration with monitoring & alerts • Real-time pipeline visibility AI-Powered Analytics & Predictive Modeling • AutoML for predictive insights • What-if scenario planning • Python integration for advanced modeling • API-accessible analytics endpoints Conversational Dashboards & Self-Service BI • Natural language queries • 100+ interactive visuals • Drill-down exploration • Scheduled & automated reporting Built-in Data Quality & Governance • Automated validation & anomaly detection • Data catalog & lineage tracking • Role-based access control • Audit trails & governance workflows Data Apps & Operational Workflows • Low-code applications • Integrated data capture forms • Automated decision triggers • Insight-to-action workflows Business Value • Faster deployment of data pipelines • Improved data accuracy and trust • Reduced reliance on multiple disconnected tools • Faster decision-making cycles • Measurable operational efficiency Infoveave unifies data automation, AI-powered analytics, governance, and operational workflows into one intelligent platform — turning enterprise data into trusted, actionable decisions. **Average Rating:** 4.9/5.0 **Total Reviews:** 9 #### How Do G2 Users Rate Infoveave? - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 8.9/10) - **Algorithms:** 10.0/10 (Category avg: 8.5/10) #### Who Is the Company Behind Infoveave? - **Seller:** [Noesys Software](https://www.g2.com/sellers/noesys-software) - **HQ Location:** N/A - **Twitter:** @infoveave 15 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=031a186e4dacb0ab22fe119526e419c6197ed31793cb242b118d7786dcbcabaa&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Finfoveave-pty-ltd%2F&secure%5Burl_type%5D=linkedin_company_website) 4 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 44% Small, 22% Medium #### What Do G2 Reviewers Say About Infoveave? _AI-generated summary from verified user reviews_ ##### Pros - Users value the **ease of use** of Infoveave, appreciating quick data import and seamless dashboard creation. - Users value the **easy integrations** of Infoveave, facilitating quick data imports and seamless connections to various sources. - Users value the **ease of use and quick implementation** of Infoveave for efficient data handling and insights delivery. - Users commend the **excellent community support** from Infoveave, enhancing their experience with reliable service and assistance. - Users highlight the **excellent customer support** of Infoveave, noting its reliability and top-notch quality. ##### Cons - Users request more resources, citing **poor customer support** due to insufficient help content and videos available. - Users face **dashboard issues** that necessitate significant restructuring to isolate data from multi-tenant sources effectively. - Users face **initial difficulties with data cleaning** due to complex restructuring between multi-tenant reports and dashboards. - Users face **data inaccuracy** issues, needing extensive restructuring for dashboards to function correctly with multi-tenant reports. - Users face **initial difficulties with data integration** , as multi-tenant reports require extensive restructuring for effective use. #### What Are Recent G2 Reviews of Infoveave? **["Scalable data automation for multi-site operations: Our unified source of truth"](https://www.g2.com/survey_responses/infoveave-review-12599874)** **Rating:** 5.0/5.0 stars _— Satish G._ [Read full review](https://www.g2.com/survey_responses/infoveave-review-12599874) **["Infoveave Delivers Powerful, User-Friendly Shopfloor Intelligence"](https://www.g2.com/survey_responses/infoveave-review-12600038)** **Rating:** 5.0/5.0 stars _— Chore R._ [Read full review](https://www.g2.com/survey_responses/infoveave-review-12600038) ### [iTuring.ai](https://www.g2.com/products/ituring-ai/reviews) iTuring.ai is an enterprise-grade AI/ML zero-code platform that automates end-to-end AI/ML lifecycle from Data to Decision, along with complete governance and ethicality. It is specifically tailored for the BFSI sector, not limited to banks and insurers. Founded in 2018 by Suman Kumar Singh, Amit Kumar, Mohammed Nawas M P and ably supported by Srivalsan Ponnachath in the US and Bryan McLachlan in South Africa, iTuring.ai enables financial institutions to build, govern, and operationalize AI with a transparent, audit-ready framework. It truly empowers financial institutions to automate the full lifecycle of AI model development, deployment, and governance. The platform integrates automation for data preparation, feature engineering, model deployment, and monitoring in a unified, compliance-ready environment. With its unique blend of explainability and scalability, iTuring is helping financial organizations navigate complex regulatory landscapes while cutting down manual effort and speeding up AI deployment cycles. **Average Rating:** 3.8/5.0 **Total Reviews:** 2 #### Who Is the Company Behind iTuring.ai? - **Seller:** [iTuring.ai (Formerly known as CyborgIntell)](https://www.g2.com/sellers/ituring-ai-formerly-known-as-cyborgintell) - **Year Founded:** 2018 - **HQ Location:** Bengaluru South, IN - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=8611a4e51cb48324c8c4f923ca4572431adc4705749ebe114d2d0d5aef52faf2&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcyborgintell&secure%5Burl_type%5D=linkedin_company_website) 40 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 50% Medium, 50% Small #### What Do G2 Reviewers Say About iTuring.ai? _AI-generated summary from verified user reviews_ ##### Pros - Users find iTuring.ai to be **very easy to use** , enabling organizations to create and deploy machine learning models effortlessly. - Users find iTuring.ai's interface to be **very easy to use** , enabling all organizations to deploy machine learning models effortlessly. - Users find the **ease of use** of iTuring.ai allows organizations to easily develop machine learning models without expertise. ##### Cons - Users find the **missing audit features** in iTuring.ai limiting for thorough model evaluation. #### What Are Recent G2 Reviews of iTuring.ai? **["Develop ML model easily with high accuracy"](https://www.g2.com/survey_responses/ituring-ai-review-8213062)** **Rating:** 5.0/5.0 stars _— Narendra Pal S._ [Read full review](https://www.g2.com/survey_responses/ituring-ai-review-8213062) ### [LexisNexis Predictive Modeling](https://www.g2.com/products/lexisnexis-predictive-modeling/reviews) Custom and insurance industry-specific predictive model development and implementation **Average Rating:** 3.5/5.0 **Total Reviews:** 1 #### Who Is the Company Behind LexisNexis Predictive Modeling? - **Seller:** [LexisNexis](https://www.g2.com/sellers/lexisnexis) - **Year Founded:** 1970 - **HQ Location:** New York - **Twitter:** @NexisSolutions 1,258 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=2640972e8815f9e9e14be927e5c9a5d72a476b76190664d86c26e5c3db12a17d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Flexisnexis%2F&secure%5Burl_type%5D=linkedin_company_website) 9,695 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 100% Medium #### What Are G2 Users Discussing About LexisNexis Predictive Modeling? - [What is LexisNexis Predictive Modeling used for?](https://www.g2.com/discussions/what-is-lexisnexis-predictive-modeling-used-for) ### [LityxIQ](https://www.g2.com/products/lityxiq/reviews) LityxIQ delivers simplified AI for your entire team, empowering your enterprise to rapidly achieve true decision intelligence in a no-code platform. LityxIQ combines the power of automated machine learning with mathematical optimization. Built by data scientists, LityxIQ helps organizations of any size overcome resource constraints, while making your analysts and data science teams more efficient. LityxIQ stands apart from the competition by including a powerful blend of capabilities that cover the full analytics spectrum. Easy to implement and surprisingly affordable, cloud-based LityxIQ works seamlessly with the tools you already have, integrating easily with other systems, source data platforms, data lakes and data warehouses, as well as the leading visualization tools, such as Tableau and PowerBI. Services are offered on a subscription basis with license periods ranging from three months to multiple years. Our expert data science support gets you started and keeps you going with our dedicated Customer Success approach. Learn more and schedule a demo today at www.lityx.com **Average Rating:** 4.5/5.0 **Total Reviews:** 1 #### How Do G2 Users Rate LityxIQ? - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 8.9/10) #### Who Is the Company Behind LityxIQ? - **Seller:** [Lityx](https://www.g2.com/sellers/lityx) - **Year Founded:** 2006 - **HQ Location:** Wilmington, US - **Twitter:** @LityxIQ 1,751 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=21d2913a492bfa54da0025e0f902fe2b50e99efb6054965be7c570c806bd445b&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Flityx-llc%2F&secure%5Burl_type%5D=linkedin_company_website) 9 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 100% Small #### What Are Recent G2 Reviews of LityxIQ? **["Excellent service and software support"](https://www.g2.com/survey_responses/lityxiq-review-5213956)** **Rating:** 4.5/5.0 stars _— Verified User in Apparel & Fashion_ [Read full review](https://www.g2.com/survey_responses/lityxiq-review-5213956) #### What Are G2 Users Discussing About LityxIQ? - [What is LityxIQ used for?](https://www.g2.com/discussions/what-is-lityxiq-used-for) ### [MindsDB](https://www.g2.com/products/mindsdb/reviews) MindsDB is an AI data solution that enables humans, AI, agents, and applications to query data in natural language and SQL, and get highly accurate answers across disparate data sources and types. MindsDB connects to diverse data sources and applications, and unifies petabyte-scale structured and unstructured data. Powered by an industry-first cognitive engine that can operate anywhere (on-prem, VPC, serverless), it empowers both humans and AI with highly informed decision-making capabilities. MindsDB has two AI solutions, the Minds Enterprise and MindsDB Open Source. Our Value Pillars: - Connect to a wide range of data sources and applications using a single interface and language using the Federated query engine. - MindsDB's Knowledge Base unifies and makes sense of structured and unstructured data. - Minds "Cognition" understands, plans, finds, and retrieves the best data to respond to questions while offering full transparency of their thoughts and user actions to IT/operators. Making Enterprise Data Intelligent and Responsive for AI. **Average Rating:** 3.5/5.0 **Total Reviews:** 1 #### How Do G2 Users Rate MindsDB? - **Algorithms:** 6.7/10 (Category avg: 8.5/10) #### Who Is the Company Behind MindsDB? - **Seller:** [MindsDB](https://www.g2.com/sellers/mindsdb) - **Year Founded:** 2017 - **HQ Location:** Berkeley, US - **Twitter:** @MindsDB 77,507 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=8957918550e6500bd88ed42fa9268db2f98f33cb2b9d6592cd2c82c275af5529&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fmindsdb%2F&secure%5Burl_type%5D=linkedin_company_website) 47 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 100% Medium #### What Do G2 Reviewers Say About MindsDB? _AI-generated summary from verified user reviews_ ##### Pros - Users appreciate the **coding ease** of MindsDB, enabling fast and accessible machine learning without extensive coding knowledge. - Users appreciate the **ease of use** of MindsDB, enabling fast and accessible predictive analytics with minimal coding. - Users value the **simplicity of machine learning** with MindsDB, enjoying fast predictive analytics directly from databases. - Users appreciate the **powerful integration** of MindsDB, enabling quick predictive analytics with minimal coding effort. - Users value the **ease of predictive modeling** with MindsDB, making machine learning accessible without heavy coding. ##### Cons - Users find the **learning curve steep** due to limited setup options and the need for technical expertise. - Users find **limited customization** options in MindsDB, making it challenging for complex use cases without technical expertise. - Users find the **required knowledge** for advanced customization somewhat daunting, limiting the setup for complex use cases. ### [nwo.ai](https://www.g2.com/products/nwo-ai/reviews) NWO.ai is a leading consumer intelligence platform that is revolutionizing the future of external data for enterprises. Using its proprietary artificial intelligence technology, NWO.ai is able to anticipate major changes in micro-trends, before they occur, providing companies with the critical insights needed to compete in today’s ever-changing ecosystem. As organizations and enterprises continue to rely on data as part of their growth strategies, NWO.ai delivers data intelligence, culled from the most diverse data sources, that tackles major questions including the "who, what, when, and why now" for global businesses. With access to more than 93 million signals at a given moment, NWO.ai is helping businesses to remain at the forefront of their industry. **Average Rating:** 5.0/5.0 **Total Reviews:** 1 #### How Do G2 Users Rate nwo.ai? - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 8.9/10) - **Algorithms:** 10.0/10 (Category avg: 8.5/10) #### Who Is the Company Behind nwo.ai? - **Seller:** [nwo.ai](https://www.g2.com/sellers/nwo-ai) - **HQ Location:** New York, US - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a32787f3cebb155f44ee8053484afd47f9061760ac5c71678f6ce9fc28bd577e&secure%5Burl%5D=http%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fctrl-global&secure%5Burl_type%5D=linkedin_company_website) 4 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 100% Large #### What Are Recent G2 Reviews of nwo.ai? **["Amazing team and Best product for micro-trend detection"](https://www.g2.com/survey_responses/nwo-ai-review-6725179)** **Rating:** 5.0/5.0 stars _— Verified User in Food & Beverages_ [Read full review](https://www.g2.com/survey_responses/nwo-ai-review-6725179) #### What Are G2 Users Discussing About nwo.ai? - [What is nwo.ai used for?](https://www.g2.com/discussions/what-is-nwo-ai-used-for) - [‹ Prev‹ Prev](/categories/predictive-analytics?hsCtaTracking=59ff82f1-4345-49a0-a6cc-23865c443e25%7Cf82c43fd-2d75-4271-b26a-ef01613ba3e1&order=g2_score&page=10#product-list) - [1](/categories/predictive-analytics?hsCtaTracking=59ff82f1-4345-49a0-a6cc-23865c443e25%7Cf82c43fd-2d75-4271-b26a-ef01613ba3e1&order=g2_score#product-list) - [2](/categories/predictive-analytics?hsCtaTracking=59ff82f1-4345-49a0-a6cc-23865c443e25%7Cf82c43fd-2d75-4271-b26a-ef01613ba3e1&order=g2_score&page=2#product-list) - … - [7](/categories/predictive-analytics?hsCtaTracking=59ff82f1-4345-49a0-a6cc-23865c443e25%7Cf82c43fd-2d75-4271-b26a-ef01613ba3e1&order=g2_score&page=7#product-list) - [8](/categories/predictive-analytics?hsCtaTracking=59ff82f1-4345-49a0-a6cc-23865c443e25%7Cf82c43fd-2d75-4271-b26a-ef01613ba3e1&order=g2_score&page=8#product-list) - [9](/categories/predictive-analytics?hsCtaTracking=59ff82f1-4345-49a0-a6cc-23865c443e25%7Cf82c43fd-2d75-4271-b26a-ef01613ba3e1&order=g2_score&page=9#product-list) - [10](/categories/predictive-analytics?hsCtaTracking=59ff82f1-4345-49a0-a6cc-23865c443e25%7Cf82c43fd-2d75-4271-b26a-ef01613ba3e1&order=g2_score&page=10#product-list) - 11 - [12](/categories/predictive-analytics?hsCtaTracking=59ff82f1-4345-49a0-a6cc-23865c443e25%7Cf82c43fd-2d75-4271-b26a-ef01613ba3e1&order=g2_score&page=12#product-list) - [13](/categories/predictive-analytics?hsCtaTracking=59ff82f1-4345-49a0-a6cc-23865c443e25%7Cf82c43fd-2d75-4271-b26a-ef01613ba3e1&order=g2_score&page=13#product-list) - [14](/categories/predictive-analytics?hsCtaTracking=59ff82f1-4345-49a0-a6cc-23865c443e25%7Cf82c43fd-2d75-4271-b26a-ef01613ba3e1&order=g2_score&page=14#product-list) - [15](/categories/predictive-analytics?hsCtaTracking=59ff82f1-4345-49a0-a6cc-23865c443e25%7Cf82c43fd-2d75-4271-b26a-ef01613ba3e1&order=g2_score&page=15#product-list) - … - [19](/categories/predictive-analytics?hsCtaTracking=59ff82f1-4345-49a0-a6cc-23865c443e25%7Cf82c43fd-2d75-4271-b26a-ef01613ba3e1&order=g2_score&page=19#product-list) - [20](/categories/predictive-analytics?hsCtaTracking=59ff82f1-4345-49a0-a6cc-23865c443e25%7Cf82c43fd-2d75-4271-b26a-ef01613ba3e1&order=g2_score&page=20#product-list) - [Next ›Next ›](/categories/predictive-analytics?hsCtaTracking=59ff82f1-4345-49a0-a6cc-23865c443e25%7Cf82c43fd-2d75-4271-b26a-ef01613ba3e1&order=g2_score&page=12#product-list) Spotlight Categories [Lead Intelligence Software](https://www.g2.com/categories/lead-intelligence) [Job Search Sites](https://www.g2.com/categories/job-search-sites) [Sales Engagement Software](https://www.g2.com/categories/sales-engagement) [Analytics Platforms](https://www.g2.com/categories/analytics-platforms) [Restaurant POS Systems](https://www.g2.com/categories/restaurant-pos) Similar Categories - [Agentic Analytics](/categories/agentic-analytics) - [AI Search and Discovery Platforms](/categories/ai-search-and-discovery-platforms) - [Analytics Platforms](/categories/analytics-platforms) - [Business Intelligence](/categories/business-intelligence) - [Data Virtualization](/categories/data-virtualization) - [Drone Analytics](/categories/drone-analytics) - [Enterprise Search Software](/categories/enterprise-search-software) - [Graph Visualization Tools](/categories/graph-visualization-tools) - [Insight Engines](/categories/insight-engines) - [Other Analytics](/categories/other-analytics) - [Site Search Software](/categories/site-search-software) - [Statistical Analysis](/categories/statistical-analysis) - [Text Analysis](/categories/text-analysis) - [Time Series Intelligence](/categories/time-series-intelligence) - [Visitor Behavior Intelligence](/categories/visitor-behavior-intelligence) [Browse Predictive Analytics Themes](/categories/predictive-analytics/themes) ![Bijou Barry](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Bijou Barry") BB Researched and written by [Bijou Barry](https://research.g2.com/insights/author/bijou-barry) Updated October 29, 2024 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 tools to build decision models, which business managers can use to plan for the best possible outcome. Analysts, business users, data scientists, and developers all use predictive analytics solutions to better understand customers, products, and partners and to identify potential risks and opportunities for a company. Predictive analytics platforms 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 and techniques can be deployed both on premise (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 software for predictive analytics show its integration with [business intelligence platforms](https://www.g2.com/categories/business-intelligence-platforms), [ERP systems](https://www.g2.com/categories/erp-systems), or other [digital analytics software](https://www.g2.com/categories/digital-analytics). To qualify for inclusion in the Predictive Analytics category, a product must: - Mine and analyze structured and/or unstructured data - Create datasets and/or data visualizations from compiled data - Create predictive models to forecast future probabilities - Adapt to change and revisions - Allow import and export from office suites or other data-collecting channels Show More