# Best Predictive Analytics Tools and Software - Page 12 ## 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** ### Alteryx Alteryx, through it's Alteryx One platform, helps enterprises transform complex, disconnected data into a clean, AI-ready state. Whether you’re creating financial forecasts, analyzing supplier performance, segmenting customer data, analyzing employee retention, or building competitive AI applications from your proprietary data, Alteryx One makes it easy to cleanse, blend, and analyze data to unlock the unique insights that drive impactful decisions. AI-Guided Analytics Alteryx automates and simplifies every stage of data preparation and analysis, from validation and enrichment to predictive analytics and automated insights. Incorporate generative AI directly into your workflows to streamline complex data tasks and generate insights faster. Unmatched flexibility, whether you prefer code-free workflows, natural language commands, or low-code options, Alteryx adapts to your needs. Trusted. Secure. Enterprise-Ready. Alteryx is trusted by over half of the Global 2000 and 19 of the top 20 global banks. With built-in automation, governance, and security, your workflows can scale and maintain compliance while delivering consistent results. And it doesn’t matter if your systems are on-premises, hybrid, or in the cloud; Alteryx fits effortlessly into your infrastructure. Easy to Use. Deeply Connected. What truly sets Alteryx apart is our focus on efficiency and ease of use for analysts and our active community of 700,000 Alteryx users to support you at every step of your journey. With seamless integration to data everywhere including platforms like Databricks, Snowflake, AWS, Google, SAP, and Salesforce, our platform helps unify siloed data and accelerate getting to insights. Visit Alteryx.com for more information, and to start your free trial. [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=2026-08-11T01%3A47%3A25Z&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=989&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%3D12&secure%5Btoken%5D=8f6d41f05246acb8534c3f6b15104c1f3faffb913afba21df8ff3ebbb0215dd3&secure%5Burl%5D=https%3A%2F%2Fwww.alteryx.com%2Ftrial%3Futm_source%3Dg2%26utm_medium%3Dreviewsite%26utm_campaign%3DFY25_Global_AllRegions_AlwaysOn_AllPersonas_IndustryAgnostic%26utm_content%3Dg2_freetrial&secure%5Burl_type%5D=free_trial) ### [Persanalytix](https://www.g2.com/products/persanalytix/reviews) Persanalytix is a predictive analytics platform that provides consumer behavior insights to drive revenue and customer acquisition. **Average Rating:** 3.5/5.0 **Total Reviews:** 1 #### How Do G2 Users Rate Persanalytix? - **Algorithms:** 5.0/10 (Category avg: 8.5/10) #### Who Is the Company Behind Persanalytix? - **Seller:** [Arjuna Solutions](https://www.g2.com/sellers/arjuna-solutions) - **Year Founded:** 2012 - **HQ Location:** Washington, US - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=cfe8e6e6ec8d27a1ce941af7c727c403816ff68158d857738ace20c4aa7f7d38&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Farjuna-solutions-llc%2F&secure%5Burl_type%5D=linkedin_company_website) 8 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 100% Small ### [Pointee](https://www.g2.com/products/pointee/reviews) Intelligent automation management platforms (IAMPs) make automation efficient, transparent and observable by both business and IT. Pointee is the go-to platform for enterprise RPA automation teams that can't afford expensive mistakes. Free your CoE teams from the endless cycle of maintenance – save time, avoid headaches and let your skilled dev team focus on what they do best. **Average Rating:** 5.0/5.0 **Total Reviews:** 1 #### How Do G2 Users Rate Pointee? - **AI Text Summarization:** 0.0/10 (Category avg: 8.1/10) - **Algorithms:** 8.3/10 (Category avg: 8.5/10) - **AI Text Generation:** 0.0/10 (Category avg: 8.1/10) #### Who Is the Company Behind Pointee? - **Seller:** [Pointee](https://www.g2.com/sellers/pointee) - **Year Founded:** 2020 - **HQ Location:** Prague 1, CZ - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=14e5be49175308dffc901095c1da9f3a0b7485ff08b1c8145d7e921107e9c7f1&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fpointeeinteractive&secure%5Burl_type%5D=linkedin_company_website) 19 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 50% Large, 50% Small #### What Do G2 Reviewers Say About Pointee? _AI-generated summary from verified user reviews_ ##### Pros - Users commend Pointee for its **automation capabilities** , enhancing efficiency and simplifying process control effortlessly. - Users praise Pointee for its **efficiency** , noting significant reductions in supervision time and seamless communication throughout implementation. - Users praise the **implementation ease** of Pointee, noting quick responses and smooth onboarding throughout the process. - Users value the **efficient time management** capabilities of Pointee, significantly reducing supervision time and improving productivity. ##### Cons - Users find the **third-party tool dependency** in Pointee limiting, complicating their process orchestration experience. #### What Are Recent G2 Reviews of Pointee? **["Reduced time spent on supervising robots and improved license utilization"](https://www.g2.com/survey_responses/pointee-review-10312442)** **Rating:** 5.0/5.0 stars _— Antonín ._ [Read full review](https://www.g2.com/survey_responses/pointee-review-10312442) **["Great value! Everything you need in one platform."](https://www.g2.com/survey_responses/pointee-review-13118179)** **Rating:** 5.0/5.0 stars _— Matt R._ [Read full review](https://www.g2.com/survey_responses/pointee-review-13118179) ### [Pragyaa.ai](https://www.g2.com/products/pragyaa-ai/reviews) SmartConnect: Use the power of Conversational Voice AI to enhance customer experience and optimise voice operations. Highly customisable for multiple use cases SmartConnect can handle 70-80% of generic Voice calls and generic queries, while still have an option for complex queries and high value calls to be routed to experts. **Average Rating:** 5.0/5.0 **Total Reviews:** 1 #### How Do G2 Users Rate Pragyaa.ai? - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 8.9/10) - **AI Text Summarization:** 8.3/10 (Category avg: 8.1/10) - **Algorithms:** 10.0/10 (Category avg: 8.5/10) - **AI Text Generation:** 8.3/10 (Category avg: 8.1/10) #### Who Is the Company Behind Pragyaa.ai? - **Seller:** [Pragyaa](https://www.g2.com/sellers/pragyaa) - **Year Founded:** 2016 - **HQ Location:** New Delhi, IN - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=e7c32788a9091e0274d5c085361d633dfd68efdbea87bb11b3d478f1bfb4f4e6&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fpragyaa-ai%2F&secure%5Burl_type%5D=linkedin_company_website) 4 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 100% Small #### What Are Recent G2 Reviews of Pragyaa.ai? **["Slim, Agile and futuristic AI"](https://www.g2.com/survey_responses/pragyaa-ai-review-11375780)** **Rating:** 5.0/5.0 stars _— Neil N._ [Read full review](https://www.g2.com/survey_responses/pragyaa-ai-review-11375780) ### [PredictionBuilder](https://www.g2.com/products/predictionbuilder/reviews) PredictionBuilder is a library for machine learning that builds predictions using a linear regression. **Average Rating:** 5.0/5.0 **Total Reviews:** 1 #### How Do G2 Users Rate PredictionBuilder? - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 8.9/10) - **Algorithms:** 8.3/10 (Category avg: 8.5/10) #### Who Is the Company Behind PredictionBuilder? - **Seller:** [PredictionBuilder](https://www.g2.com/sellers/predictionbuilder) - **HQ Location:** San Francisco, CA - **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:** 200% Small #### What Are Recent G2 Reviews of PredictionBuilder? **["Nice Tool"](https://www.g2.com/survey_responses/predictionbuilder-review-845065)** **Rating:** 5.0/5.0 stars _— April J._ [Read full review](https://www.g2.com/survey_responses/predictionbuilder-review-845065) ### [Proficy CSense](https://www.g2.com/products/proficy-csense/reviews) Proficy CSense is industrial analytics and process optimization software that enables engineers and data analysts to analyze operations data, develop predictive models, and apply advanced analytics to improve production outcomes. Designed for process and production engineers, Proficy CSense helps uncover process inefficiencies, detect equipment issues earlier, and optimize operational performance by applying data science techniques to time-series data from historians, control systems, and other industrial sources. The software supports both guided and advanced analytics workflows, making it accessible to users with varying levels of data science expertise. Typical use cases include root cause analysis, soft sensor development, predictive maintenance, and control loop performance improvement. CSense is frequently used in process industries such as chemicals, food and beverage, and pulp and paper, where process variability can significantly impact quality, efficiency, and asset health. Key capabilities include: • Data wrangling and cleansing tools to prepare industrial data for analysis • Built-in machine learning and statistical modeling to identify trends and predict outcomes • Model deployment capabilities for integration with control and monitoring systems • Diagnostics and visualization tools for exploring relationships and process behavior • Drag-and-drop development environment that accelerates analytics use without requiring code Proficy CSense enables teams to build, validate, and operationalize models that can be monitored continuously and applied across plants or systems. The software supports deployment on-premise or in the cloud, providing flexibility to align with existing IT infrastructure and data strategies. By embedding analytics into production workflows, organizations can reduce process variability, enhance quality, and increase efficiency through data-driven decision-making. **Average Rating:** 4.0/5.0 **Total Reviews:** 1 #### Who Is the Company Behind Proficy CSense? - **Seller:** [Velotic](https://www.g2.com/sellers/velotic) - **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=e63cb4a676baecfdf79e57662d8f8c13dbf94764fda9440990db0e054ab197c3&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fvelotic-software%2F&secure%5Burl_type%5D=linkedin_company_website) 358 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 100% Large #### What Do G2 Reviewers Say About Proficy CSense? _AI-generated summary from verified user reviews_ ##### Pros - Users laud the **AI and predictive analytics capabilities** of Proficy CSense for effective problem identification and prevention. - Users appreciate the **AI and ML capabilities** of Proficy CSense, enhancing predictive analytics and root cause analysis. - Users appreciate the **predictive analytics** capabilities of Proficy CSense, enhancing problem identification and preventing downtime. - Users value the **advanced data analysis** capabilities of Proficy CSense for predictive insights and root cause analysis. - Users value the **data management capabilities** of Proficy CSense, enabling effective predictive analytics and root cause analysis. ##### Cons - Users criticize the **complex usability** of Proficy CSense due to its outdated technology and poor user interface. - Users find the **outdated interface** of Proficy CSense challenging, impacting their overall user experience negatively. - Users criticize the **poor interface design** of Proficy CSense, finding it outdated and difficult to navigate. - Users report the **poor visual quality** of Proficy CSense, citing an outdated tech stack and unsatisfactory UI. #### What Are Recent G2 Reviews of Proficy CSense? **["Proficy CSense"](https://www.g2.com/survey_responses/proficy-csense-review-10578202)** **Rating:** 4.0/5.0 stars _— Verified User in Oil & Energy_ [Read full review](https://www.g2.com/survey_responses/proficy-csense-review-10578202) ### [ProQuo AI](https://www.g2.com/products/proquo-ai/reviews) ProQuo AI is an AI-powered brand management platform where marketers can generate their brand strategy, test creative assets and monitor brand performance – all in real-time. ProQuo interacts with consumers daily and measures how they really feel about your brand, competitors and category. ProQuo’s AI analyzes data from every one of these interactions, generating a customized action plan that ensures you achieve your brand’s goal - whether it’s converting non-users, finding your whitespace or growing market share. Hundreds of brands including Clorox, Harry’s, Expedia, Tatcha and Keurig Dr Pepper are using ProQuo to grow with certainty. **Average Rating:** 4.6/5.0 **Total Reviews:** 10 #### How Do G2 Users Rate ProQuo AI? - **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 8.9/10) #### Who Is the Company Behind ProQuo AI? - **Seller:** [ProQuo AI](https://www.g2.com/sellers/proquo-ai) - **Year Founded:** 2012 - **HQ Location:** Hammersmith, GB - **Twitter:** @TCS\_iON 7,685 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a26f4ce63cf5b20beadc8e914c12dda41695f5b74216fa913797dfb41fcd521c&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fproquoai%2F&secure%5Burl_type%5D=linkedin_company_website) 27 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 36% Small, 36% Large #### What Are Recent G2 Reviews of ProQuo AI? **["Very user friendly with working interface"](https://www.g2.com/survey_responses/proquo-ai-review-7878257)** **Rating:** 5.0/5.0 stars _— raashema A._ [Read full review](https://www.g2.com/survey_responses/proquo-ai-review-7878257) **["ProQuo Review"](https://www.g2.com/survey_responses/proquo-ai-review-8331785)** **Rating:** 4.0/5.0 stars _— Adrian Alejandro P._ [Read full review](https://www.g2.com/survey_responses/proquo-ai-review-8331785) #### What Are G2 Users Discussing About ProQuo AI? - [What is ProQuo AI used for?](https://www.g2.com/discussions/what-is-proquo-ai-used-for) ### [Pulsate Predict](https://www.g2.com/products/pulsate-predict/reviews) Pulsate Predict enables marketers to uncover insights on the next move of their customers. **Average Rating:** 5.0/5.0 **Total Reviews:** 1 #### How Do G2 Users Rate Pulsate Predict? - **Algorithms:** 8.3/10 (Category avg: 8.5/10) #### Who Is the Company Behind Pulsate Predict? - **Seller:** [Pulsate](https://www.g2.com/sellers/pulsate-074d5dc7-92b0-41c9-b346-242bbd45a16b) - **Year Founded:** 2016 - **HQ Location:** Madison, US - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=42a2a3aa7caa41c7b76840811d9b4bc563d50422d5ce57ee2cc559c5d957f3c8&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fpulsate%2F&secure%5Burl_type%5D=linkedin_company_website) 32 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 100% Large #### What Are Recent G2 Reviews of Pulsate Predict? **["Data Analytics tool."](https://www.g2.com/survey_responses/pulsate-predict-review-8302084)** **Rating:** 5.0/5.0 stars _— shivangee p._ [Read full review](https://www.g2.com/survey_responses/pulsate-predict-review-8302084) ### [QuData](https://www.g2.com/products/qudata/reviews) QuData's core areas of competency are Conversational AI (speech recognition, dialogue systems, voice assistants); natural language understanding; image analysis (image classification and segmentation, object/face detection); customer behaviour analysis. The company's team of programmers and data scientists successfully implemented a number of projects for its business partners. Qudata's researchers also work on innovative approaches to artificial general intelligence. **Average Rating:** 4.8/5.0 **Total Reviews:** 4 #### How Do G2 Users Rate QuData? - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 8.9/10) #### Who Is the Company Behind QuData? - **Seller:** [Qudata](https://www.g2.com/sellers/qudata) - **Year Founded:** 2018 - **HQ Location:** Dnipro, UA - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=92659de37cf856938cd232b3783fcfd47009ebf25588d3b2ffbcfdefc9721dbc&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fqudata-ai%2F&secure%5Burl_type%5D=linkedin_company_website) 11 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 75% Medium, 25% Small #### What Are Recent G2 Reviews of QuData? **["Easy to use and understand"](https://www.g2.com/survey_responses/qudata-review-8284951)** **Rating:** 4.0/5.0 stars _— Arda A._ [Read full review](https://www.g2.com/survey_responses/qudata-review-8284951) **["Really useful and powerful software"](https://www.g2.com/survey_responses/qudata-review-8316145)** **Rating:** 5.0/5.0 stars _— Robert N._ [Read full review](https://www.g2.com/survey_responses/qudata-review-8316145) ### [Rayven](https://www.g2.com/products/rayven/reviews) What is Rayven? Rayven is an operational software platform that delivers an AI data fabric - connecting every system, data source, and data stream across a business into a single managed environment, then letting teams build custom apps, AI agents, workflow automations, dashboards, and MCP servers for direct AI model connectivity on top. It is the platform for organisations that need to act on operational data in real-time, deploy AI that actually works in production + build software that fits the way their business operates - without replacing existing systems or waiting 18 months for results. The Problem Rayven Solves Most organisations already have the systems and data they need. The challenge is fragmentation. ERP systems, SCADA platforms, IoT devices, databases, cloud tools, and files all generate valuable data - but it sits in silos, impossible to act on in real-time. The result: manual reporting, disconnected workflows, and AI projects that fail before reaching production. Industry research shows 95% of AI projects never ship - most because the underlying data layer is not clean, connected, or ready. Rayven builds that foundation first, then activates it. The Rayven Platform Rayven operates across five unified layers, delivered as a single managed environment: - Integration: More than 600 pre-built connectors pull data from IT, OT, IoT, files, APIs, databases, and data streams - bidirectionally, in real-time. Connects industrial protocols (OPC UA, Modbus, MQTT, BACnet) alongside cloud platforms, business systems, and proprietary tools. - Data: All connected data lands in a single managed platform - structured, governed + AI-ready. Real-time processing, ETL pipelines, data lakes, and AI model training handled in one place. - Execution: Automation rules, predictive models + agentic AI run directly on live operational data. Rules-based logic, machine learning, and goal-seeking autonomous agents all operate in one execution environment. - Presentation: Custom apps, dashboards, portals, conversational interfaces, and mobile applications deployed from the same platform - built for specific workflows, not generic reporting. - Security, Governance + Hosting: Role-based access control, data lineage, audit trails, AES-256 encryption, data residency controls, and enterprise-grade infrastructure - included as standard. AI Capabilities Rayven includes ten native AI capabilities built directly into the platform: 1. Custom AI agents (goal-seeking, action-taking) 2. Predictive analytics and machine learning 3. Conversational analytics 4. Real-time and continuous model training 5. AI-led workflow automation 6. Multimodal processing (documents, video, images, audio) 7. Anomaly and risk detection 8. Forecasting and optimisation 9. Vision and edge AI inference 10. Generative operational summaries MCP server support enables direct connectivity for AI models including Claude, GPT, and others. What Gets Built Rayven customers build and deploy: - Custom operational apps and field applications. - AI agents that monitor conditions, detect anomalies + take corrective action autonomously. - Predictive maintenance and performance models running on live plant data. - Real-time dashboards and executive reporting tools. - Workflow automations spanning IT and OT systems. - Customer and partner portals. - Data pipelines and integration layers. - White-label software products delivered under partner brands. Key Differentiators vs. Point solutions (Zapier, MuleSoft, Power BI, DataRobot): point solutions do one thing well but force teams to stitch together five separate tools to cover integration, data, AI, presentation, and governance. Rayven replaces the stack. vs. Traditional enterprise platforms (SAP, Oracle, Palantir): enterprise platforms take 12-18 months and seven figures to implement. Rayven deploys in two to 12 weeks at fixed scope and fixed price. vs. Low-code app builders (Mendix, OutSystems): app builders handle the presentation layer but do not solve the underlying data and integration problem. Rayven covers the full stack. Technology Compatibility Rayven is fully technology-agnostic and works alongside existing systems: - Cloud platforms: Microsoft Azure, Google Cloud + AWS - Business systems: SAP, Salesforce, Oracle, and Microsoft 365 - OT platforms: Siemens, Rockwell, Schneider Electric, and Ignition - Industrial protocols: OPC UA, Modbus, MQTT, BACnet, and EtherNet/IP - IoT devices: any device with a data output - Custom and proprietary systems via API, webhook, or direct connector Nothing needs to be replaced. Every existing investment is preserved. Who Uses Rayven Rayven serves businesses from growth-stage to large enterprise across 24+ industries globally - manufacturing, mining, construction, infrastructure, logistics, utilities, financial services, healthcare, agriculture, government, and more. Customers across Australia, Europe, North America, South America, and Africa. Named customers include Anglo American, Fulton Hogan, Glencore, Vodafone, NSW Ports, CSIRO, Collective Intelligence, Ramjack, and AngloGold Ashanti. Delivery Options - DIY: Full platform access. Internal teams build and deploy independently. - Done-For-You: Australia-based delivery team. Fixed scope, fixed price, two to 12 weeks from brief to go-live. - Hybrid: Guided delivery first, with the customer's team taking increasing ownership over time. By the Numbers - More than 600 pre-built connectors. - Ten native AI capabilities. - More than 240 deployments live globally. - Rated 5/5 across more than 140 independent reviews. - Deploys 66% faster than traditional development. - Two to 12 weeks to first working solution. - Rayven exists to close the gap: 95% of AI projects never reach production (industry average). **Average Rating:** 4.9/5.0 **Total Reviews:** 29 #### Who Is the Company Behind Rayven? - **Seller:** [Rayven](https://www.g2.com/sellers/rayven) - **Year Founded:** 2016 - **HQ Location:** Sydney, AU - **Twitter:** @RayvenIOT 56 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=1d006407e153419f0571c4dc74bc360e0abc0d6d0be9334a3fff870a267b0972&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Frayveniot%2F&secure%5Burl_type%5D=linkedin_company_website) 33 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Retail - **Company Size:** 69% Medium, 52% Small #### What Do G2 Reviewers Say About Rayven? _AI-generated summary from verified user reviews_ ##### Pros - Users commend Rayven's **ease of use** , highlighting effortless automation and streamlined integration through intuitive drag-and-drop features. - Users appreciate Rayven's **robust handling of large-scale data** and advanced AI capabilities, enhancing operational efficiency and flexibility. - Users praise Rayven for its **exceptional automation** capabilities, significantly streamlining data workflows and enhancing operational efficiency. - Users appreciate Rayven's **customization capabilities** , allowing tailored solutions that enhance integration and streamline operations efficiently. - Users appreciate Rayven's **robust data management** , enabling real-time processing and integration across complex systems with ease. ##### Cons - Users find the **learning curve steep** initially, requiring time and guidance to fully grasp all features. - Users find **difficult learning** curves with Rayven's features, requiring time and guidance for smoother onboarding experiences. - Users experience a **steep learning curve** initially, requiring time and additional resources to fully understand the platform. - Users find the **complex setup** challenging, especially with advanced features and multi-site deployments requiring careful planning. - Users note the **setup complexity** of Rayven, requiring assistance for advanced integrations and lengthy initial configurations. #### What Are Recent G2 Reviews of Rayven? **["Seamless Automation and Predictive Maintenance with Rayven"](https://www.g2.com/survey_responses/rayven-review-12211094)** **Rating:** 5.0/5.0 stars _— Keith N._ [Read full review](https://www.g2.com/survey_responses/rayven-review-12211094) **["Rayven's Low-Code Platform is the Fastest Way to Build and Scale Intelligent Apps"](https://www.g2.com/survey_responses/rayven-review-11780301)** **Rating:** 5.0/5.0 stars _— John M._ [Read full review](https://www.g2.com/survey_responses/rayven-review-11780301) ### [Repredict](https://www.g2.com/products/repredict/reviews) QuickPredict is the all-in-one productivity app built for everyday entrepreneurs—salon owners, contractors, real estate agents, and service businesses. Replace your scattered spreadsheets, expensive CRM, and separate chat apps with one simple platform. Key features: Deal management with custom fields, visual revenue dashboards, built-in team messaging, shareable file cabinets per deal, and instant what-if predictions that turn hours of spreadsheet work into 15-second answers. Start with pre-built templates for your industry, customize as you grow, and stay in control without needing a manual. One app. One price. No surprises. **Average Rating:** 5.0/5.0 **Total Reviews:** 1 #### Who Is the Company Behind Repredict? - **Seller:** [Repredict Corporation](https://www.g2.com/sellers/repredict-corporation) - **Year Founded:** 2024 - **HQ Location:** South Salem, US - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=5ea84e9767d79eee64e89bdc5dd4abd2ba3b475258be7c73f91e1b7b95a2521f&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Frepredict&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 Repredict? _AI-generated summary from verified user reviews_ ##### Pros - Users enjoy the **customization options** of Repredict, allowing seamless adaptation to their business needs. - Users praise the **ease of use** of Repredict, highlighting quick setup and customization for their business needs. #### What Are Recent G2 Reviews of Repredict? **["Faster decisions with real-time insights"](https://www.g2.com/survey_responses/repredict-review-12192429)** **Rating:** 5.0/5.0 stars _— Sutanu B._ [Read full review](https://www.g2.com/survey_responses/repredict-review-12192429) ### [SEER Cost Analysis Platform](https://www.g2.com/products/seer-cost-analysis-platform/reviews) SEER by Galorath is a cost analysis platform for making confident decisions faster. Our clients quickly identify cost-saving and profit-growth opportunities. We help organizations view, analyze, and optimize agile and traditional project costs, schedules, and risk scenarios with real-world outcomes. Forward-thinking organizations like Boeing, NASA, Airbus, Raytheon Technologies, Ford, the US Armed Forces, Lockheed Martin, and Accenture rely on SEER to view, analyze, and optimize their costs, making the uncertain - certain. • Arrive at decisions 5 X’s Faster. Reliable Results in hours, not days or months. • Go to Market 33% faster than the competition. • $36 Mil in delivered cost savings in the past 6 months. • Maximize profitability & cost savings. • Analyze and optimize cost drivers in these unprecedented times. Our products and services give complete insight into the implications of a significant technical or financial decision, allowing organizations to execute a plan with assurance and reach their goals with absolute certainty. **Average Rating:** 5.0/5.0 **Total Reviews:** 4 #### How Do G2 Users Rate SEER Cost Analysis Platform? - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 8.9/10) - **AI Text Summarization:** 8.3/10 (Category avg: 8.1/10) - **Algorithms:** 10.0/10 (Category avg: 8.5/10) - **AI Text Generation:** 8.3/10 (Category avg: 8.1/10) #### Who Is the Company Behind SEER Cost Analysis Platform? - **Seller:** [Galorath Inc](https://www.g2.com/sellers/galorath-inc) - **Year Founded:** 1986 - **HQ Location:** Long Beach, US - **Twitter:** @galorath 304 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=631b16b330d014237d7b556ee50ae576284ee6219e722e56127a0f379098694e&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fgalorath-incorporated%2F&secure%5Burl_type%5D=linkedin_company_website) 64 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 100% Large #### What Are Recent G2 Reviews of SEER Cost Analysis Platform? **["The secrets sauce that has been under utilized."](https://www.g2.com/survey_responses/seer-cost-analysis-platform-review-8698445)** **Rating:** 5.0/5.0 stars _— Javier Leonardo P._ [Read full review](https://www.g2.com/survey_responses/seer-cost-analysis-platform-review-8698445) **["Galorath provides a robust cost estimating tool with outstanding support."](https://www.g2.com/survey_responses/seer-cost-analysis-platform-review-8720363)** **Rating:** 5.0/5.0 stars _— Brian C._ [Read full review](https://www.g2.com/survey_responses/seer-cost-analysis-platform-review-8720363) ### [Seery](https://www.g2.com/products/seery/reviews) Seery is the app you don't want to miss! Seery uses complex and project-proven AI/Machine Learning methods for the accurate sales forecast. With Seery, you can track the most important KPIs like Avg Order Value, Average Revenue per User, Average No of Orders, and many more. Using Seery you can understand repeat customers, churn rate, Customer Lifetime Value, or use powerful Cohort Analysis with filters per customer segments. Powerful Dashboard showing key information in one place. Shopify ready. **Average Rating:** 5.0/5.0 **Total Reviews:** 1 #### How Do G2 Users Rate Seery? - **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 Seery? - **Seller:** [Qualia Data Sciences LTD](https://www.g2.com/sellers/qualia-data-sciences-ltd) - **Year Founded:** 2010 - **HQ Location:** Killarney, IE - **Twitter:** @qualiahr 502 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7e924444ad002c8dcc79f8fcc6e29e1343a6e35cd3f65241bf5b6f3377daf207&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fqualia-d-o-o-&secure%5Burl_type%5D=linkedin_company_website) 5 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 100% Large #### What Are Recent G2 Reviews of Seery? **["Seery - A best friend for sales team"](https://www.g2.com/survey_responses/seery-review-8733879)** **Rating:** 5.0/5.0 stars _— Khushboo D._ [Read full review](https://www.g2.com/survey_responses/seery-review-8733879) ### [Splunk IT Service Intelligence‎ (ITSI)](https://www.g2.com/products/splunk-it-service-intelligence-itsi/reviews) Splunk IT Service Intelligence (ITSI) is an AIOps and event management solution that correlates and applies machine learning to all data for real-time, predictive performance monitoring and integrated IT management workflows. This enables teams to prevent incidents before they impact the business, and detect, respond and resolve incidents all from one place. **Average Rating:** 4.9/5.0 **Total Reviews:** 5 #### How Do G2 Users Rate Splunk IT Service Intelligence‎ (ITSI)? - **Has the product been a good partner in doing business?:** 6.7/10 (Category avg: 8.9/10) #### Who Is the Company Behind Splunk IT Service Intelligence‎ (ITSI)? - **Seller:** [Cisco](https://www.g2.com/sellers/cisco) - **Year Founded:** 1984 - **HQ Location:** San Jose, CA - **Twitter:** @Cisco 720,366 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=476aeabc5a712d049453edd5c54ea0318890d9e60d93782e37fe028224df1cbd&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcisco%2F&secure%5Burl_type%5D=linkedin_company_website) 95,545 employees on LinkedIn® - **Ownership:** NASDAQ:CSCO #### Who Uses This Product? - **Company Size:** 80% Large, 20% Small #### What Are Recent G2 Reviews of Splunk IT Service Intelligence‎ (ITSI)? **["Splunk IT team Integrate of AI for IT technology"](https://www.g2.com/survey_responses/splunk-it-service-intelligence-itsi-review-9736956)** **Rating:** 5.0/5.0 stars _— Malapati K._ [Read full review](https://www.g2.com/survey_responses/splunk-it-service-intelligence-itsi-review-9736956) **["Tool provides complete view of technology stack"](https://www.g2.com/survey_responses/splunk-it-service-intelligence-itsi-review-8302326)** **Rating:** 5.0/5.0 stars _— Aak P._ [Read full review](https://www.g2.com/survey_responses/splunk-it-service-intelligence-itsi-review-8302326) #### What Are G2 Users Discussing About Splunk IT Service Intelligence‎ (ITSI)? - [What is Splunk IT Service Intelligence‎ (ITSI) used for?](https://www.g2.com/discussions/what-is-splunk-it-service-intelligence-itsi-used-for) ### [Unscrambler](https://www.g2.com/products/unscrambler/reviews) Unscrambler is the industry leading tool for modeling, prediction and optimisation using powerful analytics, interactive graphics and visualisations for developing products faster, improve product quality and optimise processes. **Average Rating:** 4.5/5.0 **Total Reviews:** 1 #### How Do G2 Users Rate Unscrambler? - **AI Text Summarization:** 10.0/10 (Category avg: 8.1/10) - **Algorithms:** 10.0/10 (Category avg: 8.5/10) - **AI Text Generation:** 8.3/10 (Category avg: 8.1/10) #### Who Is the Company Behind Unscrambler? - **Seller:** [CAMO Software](https://www.g2.com/sellers/camo-software) - **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=f0a3ea0e688bec24292ee88128f63e09e5860393ebc60df94062330acaabfcee&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Freincubate%2F&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 Unscrambler? **["Extremely useful for patterns and trends"](https://www.g2.com/survey_responses/unscrambler-review-10168726)** **Rating:** 4.5/5.0 stars _— Rene R._ [Read full review](https://www.g2.com/survey_responses/unscrambler-review-10168726) ### [Vanti Analytics](https://www.g2.com/products/vanti-analytics/reviews) with Vanti, operations managers can increase bottom-line productivity in hours by focusing on each unit. **Average Rating:** 5.0/5.0 **Total Reviews:** 1 #### How Do G2 Users Rate Vanti Analytics? - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 8.9/10) #### Who Is the Company Behind Vanti Analytics? - **Seller:** [Vanti Analytics](https://www.g2.com/sellers/vanti-analytics) - **HQ Location:** Tel Aviv, IL - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=5765d0c7921ebc456a7fe99a1474004d429ce890a7df3679c1260bbb92529e5f&secure%5Burl%5D=http%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fvanti-analytics&secure%5Burl_type%5D=linkedin_company_website) 8 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 100% Small #### What Do G2 Reviewers Say About Vanti Analytics? _AI-generated summary from verified user reviews_ ##### Pros - Users are impressed by the **advanced AI capabilities** of Vanti Analytics, enhancing insights and recommendations from their data. - Users are impressed by the **better visuals** provided by Vanti Analytics, enhancing their data analysis experience. - Users enjoy the **enhanced visuals and recommendations** from Vanti Analytics, uncovering valuable insights from their data. ##### Cons - Users feel there are **limited options** on the charts, suggesting a need for more variety and customization. #### What Are Recent G2 Reviews of Vanti Analytics? **["Data at your disposal"](https://www.g2.com/survey_responses/vanti-analytics-review-9327976)** **Rating:** 5.0/5.0 stars _— Kishan N._ [Read full review](https://www.g2.com/survey_responses/vanti-analytics-review-9327976) - [‹ Prev‹ Prev](/categories/predictive-analytics?hsCtaTracking=59ff82f1-4345-49a0-a6cc-23865c443e25%7Cf82c43fd-2d75-4271-b26a-ef01613ba3e1&order=g2_score&page=11#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) - … - [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](/categories/predictive-analytics?hsCtaTracking=59ff82f1-4345-49a0-a6cc-23865c443e25%7Cf82c43fd-2d75-4271-b26a-ef01613ba3e1&order=g2_score&page=11#product-list) - 12 - [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) - [16](/categories/predictive-analytics?hsCtaTracking=59ff82f1-4345-49a0-a6cc-23865c443e25%7Cf82c43fd-2d75-4271-b26a-ef01613ba3e1&order=g2_score&page=16#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=13#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