Total Products under this Category: 367
Last updated: September 01, 2026
Why You Can Trust G2's Software 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.
Highlighted products: Tableau, Clari, SAS Viya, Google Cloud BigQuery, Adobe Analytics, IBM Cognos Analytics, Amazon Quick, 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-quick&focus%5B%5D=ibm-spss-statistics)
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
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
"Slim, Agile and futuristic AI"
Rating: 5.0/5.0 stars
— Neil N.
PredictionBuilder is a library for machine learning that builds predictions using a linear regression.
Average Rating: 5.0/5.0
Total Reviews: 1
Rating: 5.0/5.0 stars
— April J.
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
AI-generated summary from verified user reviews
Rating: 4.0/5.0 stars
— Verified User in Oil & Energy
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
Rating: 4.0/5.0 stars
— Adrian Alejandro P.
"Very user friendly with working interface"
Rating: 5.0/5.0 stars
— raashema A.
Pulsate Predict enables marketers to uncover insights on the next move of their customers.
Average Rating: 5.0/5.0
Total Reviews: 1
Rating: 5.0/5.0 stars
— shivangee p.
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
Rating: 4.0/5.0 stars
— Arda A.
"Really useful and powerful software"
Rating: 5.0/5.0 stars
— Robert N.
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
AI-generated summary from verified user reviews
"Seamless Automation and Predictive Maintenance with Rayven"
Rating: 5.0/5.0 stars
— Keith N.
"Rayven's Low-Code Platform is the Fastest Way to Build and Scale Intelligent Apps"
Rating: 5.0/5.0 stars
— John M.
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
AI-generated summary from verified user reviews
"Faster decisions with real-time insights"
Rating: 5.0/5.0 stars
— Sutanu B.
Scaletrics is the operating system for modern PPC. Continuous algorithmic optimization across budgets, targets, assets, and performance, maximizing conversions while you focus on strategy.
Average Rating: 5.0/5.0
Total Reviews: 1
"Catches Insights in Our Ads I’d Otherwise Miss"
Rating: 5.0/5.0 stars
— Zehra S.
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
"The secrets sauce that has been under utilized."
Rating: 5.0/5.0 stars
— Javier Leonardo P.
"Galorath provides a robust cost estimating tool with outstanding support."
Rating: 5.0/5.0 stars
— Brian C.
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
"Seery - A best friend for sales team"
Rating: 5.0/5.0 stars
— Khushboo D.
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
"Tool provides complete view of technology stack"
Rating: 5.0/5.0 stars
— Aak P.
"Splunk IT team Integrate of AI for IT technology"
Rating: 5.0/5.0 stars
— Malapati K.
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
"Extremely useful for patterns and trends"
Rating: 4.5/5.0 stars
— Rene R.
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
AI-generated summary from verified user reviews
Rating: 5.0/5.0 stars
— Kishan N.
