Skip to main content
ToolPotion
AI Advisor
Submit a Tool (Free)
Top 150 AI Tools for Forecasting & Predictive Analytics illustration – ToolPotion.ai

Top 150 AI Tools for Forecasting & Predictive Analytics

Ranked by ToolRank — ToolPotion's proprietary traction engine

#1 right nowGong - Revenue AI OS73Strong
measured
162
avg. ToolRank
39.2/100
combined audience
27.3M
ToolRank

ToolRank is ToolPotion’s proprietary ranking engine.

It continuously evaluates hundreds of signals across the open web — real traffic and popularity, audience and community strength, authority and longevity, adoption and engagement — processing millions of data points to place every tool where it has earned to be.

Every AI type is measured by its own tailored model: what proves traction for a SaaS app is not what proves it for an open-source framework or a creator channel. Missing a platform never counts against a tool — ToolRank judges the evidence that exists.

No paid placement. No self-reported numbers.

Forecasting and predictive analytics tools split into sales, data science and industry forecasting. Gong leads for revenue teams, SAS Viya and H2O.ai suit data scientists building models, and RELEX is the pick for retail demand planning. — Editor's verdict

Quick picks

Best overallGong - Revenue AI OS#1Automatic data capture and embedded AI agents give revenue teams a clearer view of pipeline and more predictable results.
Best free optionAlteryx#3A freemium plan covers data preparation, workflow automation and AI-assisted predictive analytics, a practical first step for analysts.
Best for private dataH2O.ai#7Runs predictive and generative AI airgapped, on premises or in a cloud VPC, with automated feature engineering and explainability.
Best for retail planningRELEX Solutions#12AI-driven demand forecasting with automated replenishment, inventory optimization and pricing and promotions management for retailers and manufacturers.
1 of 4
  1. # 1Top PickGong - Revenue AI OSAI AppGong Revenue AI OS empowers go-to-market organizations by leveraging multimodal revenue signal processing and specialized AI agents. It enhances productivity, predictability, and growth through automated insights and seamless integrations, helping teams close deals faster and improve win rates.73ToolRankStrong
  2. # 2Runner UpGoogle Looker BI PlatformPlatformGoogle Looker is an enterprise platform for business intelligence, data applications, and embedded analytics, enabling real-time insights and data-driven decision-making. It leverages AI and cloud infrastructure to provide a flexible, governed intelligence experience.71ToolRankStrong
  3. # 3Third PlaceAlteryxAI AppAlteryx is a data analytics platform that automates data workflows and delivers AI-powered insights. It integrates seamlessly with various data systems, enabling organizations to prepare, analyze, and visualize data efficiently.66ToolRankStrong
  1. 4SAS ViyaPlatformSAS Viya is a cloud-native AI and analytics platform that enhances data integration, model development, and decision-making. It provides organizations with tools to deliver trustworthy insights efficiently, optimizing the analytics lifecycle across various environments.64ToolRankStrong
  2. 5SAS Fraud ManagementAI AppSAS Fraud Management is a cloud-native solution designed to detect, prevent, and manage fraud in real-time. It leverages AI, machine learning, and predictive analytics to enhance fraud detection accuracy and improve customer experiences.60ToolRankStrong
  3. 6Senseye Predictive MaintenanceAI AppSenseye Predictive Maintenance helps manufacturers transition from reactive to scalable, condition-based maintenance, enhancing reliability and productivity through industrial AI and domain expertise.59ToolRankSolid
  4. 7H2O.aiPlatformH2O.ai offers an end-to-end GenAI platform designed for private, protected data. It enables organizations to leverage predictive and generative AI while ensuring data security through airgapped, on-premises, or cloud VPC deployments.59ToolRankSolid
  5. 8Lex Machina Legal AnalyticsAI AppLex Machina provides data-driven legal analytics on judges, courts, counsel, and parties to enhance legal strategy and case outcomes. It offers insights into litigation trends and case assessments, empowering legal professionals to make informed decisions.58ToolRankSolid
  6. 9Qlik PredictAI AppQlik AutoML is a no-code machine learning tool that empowers analytics teams to forecast trends, uncover drivers, and act on predictive insights. It simplifies predictive modeling by automating complex processes, making AI accessible to non-experts.56ToolRankSolid
  7. 10EOSDA Crop MonitoringAI AppEOSDA Crop Monitoring is a satellite-driven platform for precision agriculture. It helps farmers monitor crop health, predict risks, and optimize resources using advanced analytics and satellite imagery.55ToolRankSolid
  8. 11LighthouseAI AppLighthouse (formerly OTA Insight) is a commercial platform for the hospitality industry that turns pricing, demand, and market data into revenue decisions. Its tools cover rate recommendations, forecasting and portfolio benchmarking, and direct-booking offers, plus AI features like Ernest (an AI analysis assistant) and KITT (an AI phone receptionist). It serves hotel chains, management companies, and independent properties.55ToolRankSolid
  9. 12RELEX SolutionsAI AppRELEX Solutions offers a unified supply chain and retail planning platform that enhances forecast accuracy, reduces waste, and automates planning processes for retailers, manufacturers, and wholesalers, driving smarter decisions and profitable growth.53ToolRankSolid
  10. 13AirDNAAI AppAirDNA provides comprehensive short-term rental data analytics for Airbnb and Vrbo. It offers market insights, investment property analysis, and revenue optimization tools, empowering hosts and investors to make informed decisions and maximize returns.53ToolRankSolid
  11. 14Tomorrow.io Weather IntelligenceAI AppTomorrow.io offers a space-powered AI resilience platform to predict, automate, and solve weather challenges. It provides real-time atmospheric intelligence, sector-specific insights, and agentic solutions for industries like insurance, manufacturing, and aviation, enabling proactive decision-making and operational advantage.52ToolRankSolid
  12. 15Board Enterprise Planning PlatformAI AppBoard unifies financial and operational planning with AI, enabling Continuous Planning to improve forecast accuracy and drive aligned decisions. It connects data, processes, and teams on a single platform, enhancing planning efficiency and reducing risks.52ToolRankSolid
  13. 16DataikuPlatformDataiku is the Platform for AI Success that integrates people, orchestration, and governance to transform AI investments into measurable business outcomes, enabling organizations to scale AI effectively.51ToolRankSolid
  14. 17IQVIA.ai PlatformPlatformIQVIA leverages advanced analytics and technology to empower life sciences organizations, accelerating innovation and improving patient outcomes. Their platform optimizes clinical development and commercial execution, enhancing the value of healthcare assets.51ToolRankSolid
  15. 18AnaplanAI AppAnaplan is an AI-driven scenario planning and analysis platform that helps organizations optimize decision-making by connecting data, workflows, and insights. It enables real-time, informed decisions across various business functions, enhancing collaboration and performance.51ToolRankSolid
  16. 19BigBear.aiAI AppBigBear.ai provides AI-powered decision intelligence solutions for defense, travel, manufacturing, supply chain, and homeland security. It enhances decision-making, operational efficiency, and threat detection through advanced analytics, predictive modeling, and real-time insights.51ToolRankSolid
  17. 20Nixtla | Time Series Forecasting & Anomaly DetectionAI AppNixtla offers enterprise-grade time series forecasting and anomaly detection solutions. Utilizing advanced AI technology, it delivers accurate predictions and insights, enabling businesses to make data-driven decisions effectively.51ToolRankSolid
  18. 21GridBeyond AI Energy PlatformAI AppGridBeyond's AI-powered platform optimizes energy management, helping businesses increase revenues, reduce costs, and enhance sustainability while supporting the transition to net zero targets.50ToolRankSolid
  19. 22SwiftlyAI AppSwiftly's Transit Data Platform enhances transit service reliability for over 200 agencies in 10 countries. It transforms data into actionable insights, improving rider experiences and operational efficiency.50ToolRankSolid
  20. 23ResonateAI AppResonate provides AI-powered consumer data and insights, optimizing marketers' acquisition, upsell, and retention efforts. It delivers predictive intelligence to understand consumer behavior, enabling personalized marketing strategies across the U.S. population.50ToolRankSolid
  21. 24CotalityAI AppCotality provides comprehensive property data and analytics, offering insights into the property ecosystem. With advanced technology and expertise, it helps identify growth opportunities, forecast trends, and estimate risks, transforming data into actionable insights.50ToolRankSolid
  22. 25o9 SolutionsAI Appo9 Solutions offers an AI-powered enterprise planning and execution platform that connects strategy, supply chain, finance, and operations, enabling organizations to make faster and smarter decisions across various industries.50ToolRankSolid
  23. 26DrivetrainAI AppDrivetrain is an AI-native FP&A platform designed for finance teams that have outgrown spreadsheets. It streamlines budgeting, forecasting, and reporting, allowing teams to focus on strategic decisions while automating data reconciliation and anomaly detection.49ToolRankSolid
  24. 27Remine Real Estate IntelligenceAI AppRemine provides advanced data intelligence for real estate professionals, offering predictive analytics and comprehensive datasets to identify and target new leads effectively, enhancing prospecting and deal closure capabilities.49ToolRankSolid
  25. 28PigmentAI AppPigment is an AI-native integrated business planning platform that helps enterprises analyze, model, and plan across finance, sales, HR, and supply chain. It empowers teams to make informed decisions quickly using agentic AI capabilities.49ToolRankSolid
  26. 29IDeaS Revenue SolutionsAI AppIDeaS Revenue Solutions, a SAS company, offers AI-powered revenue management software for hotels, car parks, and event spaces. Their solutions help businesses optimize pricing, forecast demand, and drive profit growth through advanced analytics and automation.49ToolRankSolid
  27. 30AVEVA CONNECTAI AppAVEVA CONNECT is an industrial intelligence platform that aggregates and curates data from multiple sites and data types, enabling predictive analytics and new revenue streams. It offers a holistic view of industrial data, facilitating data sharing and collaboration to enhance business value.49ToolRankSolid
  28. 31Tractian | Unified Asset HealthAI AppTractian provides AI-powered condition monitoring and maintenance management to help industrial teams prevent downtime and improve reliability. It offers real-time monitoring, predictive maintenance, and a comprehensive platform for asset health management.49ToolRankSolid
  29. 32Augury Industrial AIAI AppAugury offers industrial AI solutions to enhance machine health and productivity. Its AI agents and predictive maintenance tools help manufacturers reduce downtime, cut costs, and improve efficiency across operations.48ToolRankSolid
  30. 33Wise Systems Autonomous Routing SoftwareAI AppWise Systems offers AI-driven fleet management software for optimizing delivery routes. It uses machine learning to enhance efficiency, ensuring timely deliveries across various industries. The platform supports dynamic routing, real-time tracking, and customer notifications, improving overall fleet performance and customer satisfaction.48ToolRankSolid
  31. 34Revionics: AI-Powered Retail Price Optimization SoftwareAI AppRevionics offers AI-driven retail price optimization software, helping retailers achieve clarity and confidence in pricing. By leveraging advanced algorithms, it addresses complex pricing challenges, ensuring strategic objectives are met.48ToolRankSolid
  32. 35LeanTaaS: AI-Driven Healthcare TransformationAI AppLeanTaaS leverages AI and predictive analytics to enhance hospital operations. Its iQueue suite optimizes healthcare capacity, improving patient flow and operational efficiency.48ToolRankSolid
  33. 36Logility AI Supply Chain SolutionsAI AppLogility offers AI-first supply chain management software, enabling organizations to build sustainable, digital supply chains. The platform provides real-time insights, full visibility, and AI-powered orchestration for enhanced decision-making and operational efficiency.48ToolRankSolid
  34. 37Streamline: Supply Chain Planning SoftwareAI AppStreamline is an AI-powered supply chain planning platform designed for manufacturers, distributors, and retailers. It integrates demand forecasting, inventory planning, and S&OP to enhance decision-making and operational efficiency, ultimately driving higher margins and better service levels.48ToolRankSolid
  35. 38Solinftec Agronomy SolutionsAI AppSolinftec provides advanced AgTech software solutions aimed at enhancing agricultural value through real-time agronomy solutions. It integrates agriculture, technology, and sustainability to solve global agricultural challenges.48ToolRankSolid
  36. 39Smartpricing by SmartnessAI AppSmartpricing by Smartness is an AI-powered dynamic pricing tool designed to optimize hotel and vacation rental rates. It helps increase revenue by up to 30% annually, reduces OTA commissions, and automates key operations, making property management more efficient.48ToolRankSolid
  37. 40DataRobotPlatformDataRobot provides a unified agent workforce platform designed for enterprises, enabling businesses to build, operate, and govern AI applications effectively while minimizing risks and maximizing impact.47ToolRankSolid
  38. 41Earnix AIOSAI AppEarnix AIOS is an AI orchestration system designed for the insurance industry, enabling smarter pricing, faster underwriting, and enhanced customer engagement. It integrates AI-driven decision-making to improve efficiency and compliance, helping insurers and banks achieve better business outcomes.47ToolRankSolid
  39. 42HouseCanaryAI AppHouseCanary provides AI-powered real estate data and analytics, offering valuations, forecasts, and insights for over 136 million U.S. properties. It helps real estate professionals make informed decisions with instant access to accurate data.47ToolRankSolid
  40. 43Locus Logistics PlatformAI AppLocus offers an AI-powered logistics platform that optimizes all-mile delivery operations for enterprises. It enhances efficiency and reduces costs through automation and advanced analytics, providing end-to-end visibility and sustainable growth.47ToolRankSolid
  41. 44Lifesight | Unified Marketing MeasurementAI AppLifesight is a unified marketing measurement platform that uses advanced methodologies like MMM, causal attribution, and incrementality testing to optimize marketing ROI. It helps marketers understand channel contributions and improve budget allocation.47ToolRankSolid
  42. 45Haus AI PlatformAI AppHaus is an AI-powered incrementality platform designed to optimize marketing investments. It offers causal marketing models and expert guidance to help enterprises make smarter decisions and maximize ROI.47ToolRankSolid
  43. 46Xactly ForecastAI AppXactly Forecast is a sales forecasting software that provides Sales and RevOps teams with accurate forecasts, pipeline visibility, and coaching tools. It integrates CRM data to deliver objective insights, helping teams drive predictable growth and improve sales execution.47ToolRankSolid
  44. 47HeuritechAI AppHeuritech provides AI-powered fashion trend forecasting, analyzing social media images to predict consumer demand. Brands use these insights to optimize collections, reduce overstock, and enhance competitive positioning.47ToolRankSolid
  45. 48C3 AI — Enterprise AI SoftwarePlatformC3 AI is an enterprise artificial intelligence software company based in Redwood City, California, providing purpose-built applications for various industries to enhance decision-making and operational efficiency.46ToolRankSolid
  46. 49Prediko: AI Inventory Management & PlannerAI AppPrediko is an AI-powered Shopify app designed to enhance inventory management for D2C brands. It offers features like forecasting, purchase order management, and real-time sync, helping brands make smarter decisions and avoid stockouts. A 14-day free trial is available.46ToolRankSolid
  47. 50Inventory PlannerAI AppInventory Planner is a leading software for inventory forecasting and planning, designed to help retailers and e-commerce businesses optimize stock levels, prevent overstock and stockouts, and make data-driven purchasing decisions. It integrates seamlessly with various platforms to provide real-time insights and recommendations.46ToolRankSolid
  48. 51Prescient AIAI AppPrescient AI is a marketing mix modeling platform that helps growth teams allocate budgets confidently using advanced modeling techniques. It offers daily-updating models, scenario planning, and halo effect measurement to optimize media spend.46ToolRankSolid
  49. 52NetstockAI AppNetstock is an AI-powered supply and demand planning software that helps businesses make better inventory decisions. It enables accurate forecasting, minimizes stock-outs, and reduces excess inventory, ultimately unlocking cash flow and driving growth.46ToolRankSolid
  50. 53Competera AI Pricing PlatformAI AppCompetera is an AI-driven retail price optimization software that helps enterprises predict demand, optimize prices, and increase margins with confidence. It provides strategic pricing recommendations based on real-time data and advanced analytics.46ToolRankSolid
  51. 54FutureSearchAI AppFutureSearch is an AI forecasting platform with a public track record that answers predictive questions with evidence, and gives your AI agents research teams that enrich datasets row by row.46ToolRankSolid
  52. 55Peak.ai AI PlatformAI AppPeak.ai offers a comprehensive AI platform designed to accelerate AI adoption in retail and manufacturing. It optimizes inventory and pricing decisions, driving growth and efficiency through agentic AI solutions.45ToolRankSolid
  53. 56Braincube Real-Time OptimizationAI AppBraincube is an Industrial IoT platform that provides real-time process optimization to continuously improve manufacturing performance. It helps industries adapt to changing conditions, reduce variability, and protect margins across plants, lines, and shifts.45ToolRankSolid
  54. 57xarvio Digital Farming SolutionsAI Appxarvio Digital Farming Solutions offers smart farming tools to enhance crop production. With products like FIELD MANAGER and HEALTHY FIELDS, it provides personalized advice and disease protection, ensuring efficient and sustainable farming practices.45ToolRankSolid
  55. 58Buildots Construction IntelligenceAI AppBuildots is a construction intelligence platform that provides verified data and predictive insights to enhance workflow efficiency. It helps leaders achieve operational excellence by offering real-time visibility into project progress and risk management.45ToolRankSolid
  56. 59AspenTech AIAI AppAspenTech AI provides AI-powered solutions for industrial optimization, enhancing efficiency and decision-making across operations. Its tools help industries adapt quickly, operate leaner, and automate complex decisions, ensuring alignment with real-world conditions.44ToolRankSolid
  57. 60Quantarium AI SolutionsAI AppQuantarium is a leader in AI-driven real estate analytics, offering advanced valuation models and data insights. Their platform integrates visual technologies and intelligent mapping to provide accurate property valuations and market insights, empowering real estate professionals with actionable data.44ToolRankSolid
  58. 61Aera Decision CloudAI AppAera Decision Cloud is a decision intelligence platform that automates and optimizes business decisions in real time. It unifies data, analytics, AI, and automation to help organizations anticipate change, act with confidence, and create lasting value.43ToolRankSolid
  59. 625-Out Restaurant ForecastingAI App5-Out is an AI-powered restaurant forecasting software designed to boost profits. It optimizes sales, labor, and inventory by providing smarter insights. Empower your staff, reduce waste, and increase profitability with automated, data-driven decisions for better guest and employee experiences.42ToolRankSolid
  60. 63Futrli Prediction SoftwareAI AppFutrli offers powerful cash flow forecasting and reporting software for businesses and accountants. It integrates with Xero, QuickBooks, and Sage, providing real-time insights and customizable reports to enhance financial planning and decision-making.42ToolRankSolid
  61. 64anyLogistixAI AppanyLogistix is a comprehensive supply chain optimization tool that combines simulation and analytical techniques. It offers unique solutions for design, analysis, and risk mitigation, helping businesses improve efficiency and reduce costs.42ToolRankSolid
  62. 65Session AIAI AppSession AI converts anonymous website visitors into customers using behavioral AI. It predicts purchase intent in five clicks, reducing reliance on promotions and personal data. This patented AI drives growth, increases margins, and enhances customer experiences for e-commerce retailers.42ToolRankSolid
  63. 66Afresh AI PlatformAI AppAfresh is an AI platform designed for grocery retail, helping retailers reduce shrink, improve in-stock rates, and optimize operations from store to distribution center. It offers solutions for store ordering, inventory management, and production planning.42ToolRankSolid
  64. 67CAPE AnalyticsAI AppCAPE Analytics provides AI-powered property intelligence for insurance, real estate, and climate risk assessment. It leverages geospatial imagery and machine learning to deliver predictive insights, helping underwriters, lenders, and investors make informed decisions quickly and accurately.42ToolRankSolid
  65. 68Blue Yonder Supply Chain SolutionsPlatformBlue Yonder offers an AI-powered, end-to-end platform for supply chain management, enhancing planning, execution, commerce, and returns. It helps businesses transform their supply chains to improve customer satisfaction and operational efficiency.41ToolRankSolid
  66. 69PreciTasteAI AppPreciTaste is an AI-powered kitchen management platform designed for restaurants. It optimizes kitchen operations through demand forecasting, prep planning, and real-time food tracking, reducing food waste by up to 50% and improving efficiency.41ToolRankSolid
  67. 70FlowlityAI AppFlowlity is an AI-powered supply chain management software that enhances forecasting accuracy, minimizes stockouts, and optimizes inventory levels. Designed for ease of use, it automates planning processes, enabling businesses to make informed decisions quickly.41ToolRankSolid
  68. 71Zebra Workcloud Demand IntelligenceAI AppZebra Workcloud Demand Intelligence is a demand-planning software suite that uses AI and machine learning to forecast demand, price products, allocate inventory and plan orders for retailers. It bundles forecasting and analysis, lifecycle pricing, allocation, a no-code modeling studio, and inventory ordering into one platform that connects to a retailer's existing ERP and retail systems.41ToolRankSolid
  69. 72Faraday Customer Context PlatformAI AppFaraday is an AI-powered customer context platform that delivers on-demand customer data via API, MCP, and UI. It enhances AI agents, personalizes experiences, and enables smarter decisions by providing rich data on millions of U.S. adults, integrating seamlessly with existing tech stacks.39ToolRankEmerging
  70. 73UptakePlatformUptake is a predictive maintenance platform for vehicle and equipment fleets. It analyzes fleet sensor and telematics data to flag failures before they happen, covering buses, heavy and medium trucks, concrete and construction equipment, and mining vehicles, for fleet managers who need to cut downtime and unplanned repair costs.38ToolRankEmerging
  71. 74Kinaxis MaestroAI AppKinaxis Maestro offers agile supply chain management solutions that provide end-to-end transparency, enabling fast and collaborative decision-making. It integrates demand, supply, inventory, and distribution for operational orchestration, helping businesses adapt quickly to changes.38ToolRankEmerging
  72. 75Decision Intelligence Platform by project44AI Appproject44's Decision Intelligence Platform, Movement, leverages AI to optimize supply chain operations. It provides real-time visibility, predictive analytics, and automated decision-making, enhancing efficiency and reducing costs.37ToolRankEmerging
  73. 76OneSoil — Satellite Agricultural IntelligenceAI AppOneSoil offers satellite-powered agricultural intelligence to enhance field performance and optimize inputs. It provides tools for field monitoring, variable-rate application maps, and crop identification, serving over 140,000 users globally.37ToolRankEmerging
  74. 77Pecan AIPlatformPecan AI offers a no-code predictive analytics platform for business teams. It empowers users to build AI models in minutes, not months, transforming raw data into clear predictions. This AI agent automates complex data science tasks, delivering actionable insights directly to CRMs and other business tools.37ToolRankEmerging
  75. 78Cropwise PlatformAI AppCropwise is an advanced agricultural platform designed to optimize farming operations using AI technology. It provides tools for crop monitoring, yield prediction, and resource management, enhancing efficiency and sustainability in agriculture.35ToolRankEmerging
  76. 79PredictHQAI AppPredictHQ is a real-world context platform that enhances AI and forecasting by integrating global event data. It helps businesses improve planning and forecasting by understanding events that drive demand changes.35ToolRankEmerging
  77. 80DecionAI AppDecion (formerly ToolsGroup) is an always-on supply chain planning platform that senses demand and supply signals continuously, uses probabilistic AI to weigh risk, and steers inventory, pricing, and replenishment automatically inside guardrails a planner sets. It combines demand forecasting, multi-echelon inventory optimization, price optimization, and an AI assistant called Decy.35ToolRankEmerging
  78. 81Farmonaut — Satellite Crop Monitoring & Mineral DetectionAI AppFarmonaut leverages satellite data for AI-driven mineral detection and crop monitoring. It aids mining exploration and agricultural productivity across 135 countries, covering over 975,000 acres.35ToolRankEmerging
  79. 82Cropin Smart Farming AppAI AppCropin is a SaaS-based AgTech platform offering AI-powered solutions for agribusinesses. It provides predictive insights to maximize productivity, optimize yields, and ensure sustainable farming practices globally.35ToolRankEmerging
  80. 83Stem PowerTrack OptimizerAI AppPowerTrack Optimizer is Stem's software for managing the economics of clean energy assets, formerly known as Athena. It combines forecasting, real-time dispatch, and financial optimization for solar, storage, and hybrid systems, supporting project valuation, wholesale market trading, utility bill savings, and grid services. Built for owners, operators, and developers of clean energy assets, backed by Stem's Managed Services.35ToolRankEmerging
  81. 84SiteZeus AI Site SelectionAI AppSiteZeus offers AI-powered site selection software for franchise and multi-unit brands, enabling confident expansion decisions by predicting revenue, managing territories, and optimizing site selection with data-driven insights.34ToolRankEmerging
  82. 85DataroAI AppDataro is a predictive AI platform that enhances nonprofit fundraising by transforming donor data into ranked lists and actionable insights. It integrates with existing CRMs to help teams focus on the right donors, optimize campaigns, and increase revenue.34ToolRankEmerging
  83. 86VOZIQ AIAI AppVOZIQ AI offers AI-powered solutions for subscription businesses to enhance growth. It focuses on predictive analytics for churn control, customer lifetime value optimization, and proactive customer retention strategies, aiming to boost profitability and acquire high-potential leads.34ToolRankEmerging
  84. 87Lineup.aiAI AppLineup.ai offers AI-powered demand forecasting and automated scheduling for restaurants. It helps optimize operations by predicting sales, labor needs, and menu item popularity, leading to reduced overstaffing, increased profitability, and improved customer service. The platform integrates with existing systems for seamless data flow.33ToolRankEmerging
  85. 88Optimal Dynamics AI SolutionAI AppOptimal Dynamics offers an AI-driven Transportation Decision System that enhances productivity, profitability, and operational efficiency for trucking companies through dynamic forecasting and automated decision-making.33ToolRankEmerging
  86. 89Overstory Vegetation IntelligenceAI AppOverstory provides AI-driven vegetation management solutions for electric utilities, optimizing resources and mitigating risks. It uses satellite imagery to direct pruning efforts, reducing wildfire and outage risks.33ToolRankEmerging
  87. 90Kitman Labs - Performance IntelligenceAI AppKitman Labs offers an all-in-one Intelligence Platform designed to enhance performance in sports and defense sectors. It integrates medical records, wearable data, and performance metrics to provide comprehensive insights for improved decision-making.33ToolRankEmerging
  88. 91Gradient AIAI AppGradient AI provides advanced AI solutions for the insurance industry, enhancing decision-making in underwriting and claims management. It helps insurers reduce risk, improve profitability, and gain a strategic edge through data-driven insights.33ToolRankEmerging
  89. 92ELECTE - AI PlatformAI AppELECTE is an AI platform for growing companies seeking financial forecasting and automated analysis. It offers visual reports and quick setup in 5 minutes, providing answers without consultants. A free trial is available for businesses looking to scale efficiently and gain actionable insights.33ToolRankEmerging
  90. 93OrbixAI AppOrbix is a suite of AI agents designed for retail decision-making. It creates a digital twin of your market, analyzing consumer demand signals from over 350K brands to inform decisions on launching, stocking, backing, and pricing products.32ToolRankEmerging
  91. 94ViaductAI AppViaduct is an AI platform designed for manufacturers and fleet operators to enhance operations and maximize asset performance by detecting issues early and predicting risks.32ToolRankEmerging
  92. 95Slate TechnologiesAI AppSlate Technologies offers AI-powered data analytics software designed to optimize construction projects. It connects project data systems, automates workflows, and delivers insights to improve efficiency without disrupting current processes.32ToolRankEmerging
  93. 96Kluster Revenue ForecastingAI AppKluster is an AI-powered platform that transforms complex data into accurate revenue forecasts. It helps enterprises achieve sales performance up to twice as high as their competitors by providing insights and unifying sales, finance, and executive data.32ToolRankEmerging
  94. 97TickerTrendsAI AppTickerTrends is a predictive intelligence platform for investors, generating leading KPI forecasts and unreported metric estimates. It anticipates earnings and outperforms Wall Street consensus by analyzing alternative data signals, helping investors make data-driven decisions before market reactions.32ToolRankEmerging
  95. 98AI Pilot for Supply Chain by LokadAI AppLokad's AI Pilot automates supply chain decisions, enhancing productivity by optimizing inventory, production, and pricing. It leverages probabilistic forecasting and automation to streamline operations across various industries, ensuring efficient supply chain execution.32ToolRankEmerging
  96. 99Plat.AIAI AppPlat.AI offers automated predictive analytics software for building and deploying custom AI models with ML and DL algorithms. It enables real-time decision-making and predictions without requiring coding experience, making advanced analytics accessible for various business needs and platforms.32ToolRankEmerging
  97. 100ClearCOGS AI ForecastingAI AppClearCOGS provides AI-powered demand forecasting for restaurants, transforming POS data into actionable plans for prep, ordering, and labor. It helps reduce food waste, lower labor costs, and increase profitability with tailored insights, integrating seamlessly with existing systems.32ToolRankEmerging
  98. 101Datup AI Demand Planning SoftwareAI AppDatup is an AI-powered SaaS solution for demand forecasting and inventory optimization, enhancing supply chain management with deep learning and data integration for improved accuracy and efficiency.32ToolRankEmerging
  99. 102Aerobotics Yield ForecastingAI AppAerobotics provides fruit growers with AI-driven yield forecasting tools, using smartphone imagery to measure fruit size, color, and quality. This technology helps improve business planning and sales decisions by offering precise data for various crop types.32ToolRankEmerging
  100. 103Fasal - Smart Irrigation SystemAI AppFasal provides AI-powered precision agriculture solutions, including smart irrigation and fertigation automation systems, soil moisture sensors, and weather stations. These tools help farmers optimize water and nutrient delivery, improving crop growth and resource efficiency.32ToolRankEmerging
  101. 104Ceres AIAI AppCeres AI provides advanced data analytics for agriculture, offering aerial imagery and insights to improve crop health and sustainability. Tailored solutions help farmers, advisors, and agribusinesses optimize resources and enhance profitability.31ToolRankEmerging
  102. 105AmperonAI AppAmperon provides AI-driven energy forecasting software for utilities, traders, and asset operators. It offers load, price, and renewable forecasts with up to 3x more accuracy, helping users optimize energy management and reduce costs.31ToolRankEmerging
  103. 106Neurons PredictNeurons Predict is an AI tool that offers instant predictions of customer responses on websites. It provides validated heatmaps and cognitive scores with over 95% accuracy, helping to draw attention to creative content and optimize user experience. The Chrome extension brings these core features directly to your browser.31ToolRankEmerging
  104. 107SeeTree AI Yield ForecastingAI AppSeeTree offers AI-powered crop intelligence and ultra-accurate yield forecasts for agribusinesses. It analyzes satellite imagery, weather data, and drone analytics to provide insights for citrus, sugarcane, palm, and forestry. Optimize decisions from planting to harvest with actionable intelligence and a free 2-week trial.31ToolRankEmerging
  105. 108Toolio AI Retail Planning PlatformAI AppToolio is a cloud-based retail merchandise planning platform that integrates AI to enhance decision-making. It provides explainable forecasts and AI agents embedded in every plan, enabling data-backed decisions for merchandise financial planning, assortment planning, and allocation.31ToolRankEmerging
  106. 109B2MetricAI AppB2Metric offers AI-augmented customer intelligence solutions, transforming raw data into actionable insights. It provides a unified platform for customer data, enabling personalized experiences, campaign optimization, and predictive analytics. Elevate your marketing strategy with real-time insights and faster, smarter decision-making across all channels.31ToolRankEmerging
  107. 110TransmetricsAI AppTransmetrics offers AI-powered software for trucking companies, automatically suggesting reliable and profitable loads. It unifies load sources, evaluates profitability, and maximizes truck utilization, leading to increased revenue and back-office automation. The platform learns from historical data to guide pricing and ranking decisions, enhancing team performance.31ToolRankEmerging
  108. 111miaAI Appmia is a decision intelligence layer that unifies customer, competitor, and market signals into ranked, source-cited decisions. It helps product, growth, and strategy teams make informed decisions quickly by turning scattered data into actionable insights.30ToolRankEmerging
  109. 112OpenHouse.ai Homebuilder IntelligenceAI AppOpenHouse.ai provides AI-powered intelligence for homebuilders, detecting market shifts 30-90 days in advance. It analyzes community performance, buyer behavior, and pricing to offer actionable insights, transforming reactive reporting into proactive execution for sales, marketing, and operations teams.30ToolRankEmerging
  110. 113Arity Mobility Data SolutionsAI AppArity is a mobility data and analytics company that leverages driving data to make transportation smarter, safer, and more efficient. It serves industries like auto insurance, retail, and the public sector by providing insights into driving behavior and economic impacts.30ToolRankEmerging
  111. 114Falkonry Time Series AI PlatformAI AppFalkonry's Time Series AI Platform enhances operational resilience by analyzing telemetry data across industries like energy, manufacturing, and IT. It offers anomaly detection, pattern recognition, and integrates with existing systems to reduce downtime and improve decision-making.30ToolRankEmerging
  112. 115BlueRidge Supply Chain SoftwareAI AppBlueRidge provides AI-powered supply chain planning software for distributors, manufacturers, and retailers. It optimizes inventory performance through demand planning, replenishment, and integrated business planning, delivering proven ROI in weeks.30ToolRankEmerging
  113. 116StockIQ TechnologiesAI AppStockIQ Technologies offers AI-enhanced supply chain planning solutions that integrate human expertise with advanced algorithms. It helps businesses optimize inventory, improve forecast accuracy, and streamline operations, making smarter decisions faster.30ToolRankEmerging
  114. 117BregoAI AppBrego uses AI to predict automotive depreciation and ownership costs, offering accurate valuations and analytics for vehicles, including cars, motorbikes, and leisure vehicles. Trusted by thousands, it serves lenders, dealers, insurers, and brokers.30ToolRankEmerging
  115. 118VoicesenseAI AppVoicesense offers predictive behavioral voice analytics using machine learning and clinical psychology. It analyzes voice signals to assess character and predict future behavior, applicable across business, health, HR, and social platforms for risk management, consumer insights, and well-being monitoring.30ToolRankEmerging
  116. 119Raptor Maps Solar ManagementAI AppRaptor Maps optimizes solar asset management by automating O&M tasks, enhancing resource allocation, and improving uptime through advanced analytics and robotics. It offers a comprehensive platform for solar plant monitoring and issue prioritization.29ToolRankEmerging
  117. 120MiroFishAI AppMiroFish is an AI prediction platform that uses multi-agent simulation to test scenarios and predict outcomes. It helps users model scenarios involving people, incentives, and uncertainties, providing detailed reports for decision-making.29ToolRankEmerging
  118. 121G2MAI AppG2M is a decision-intelligence platform for go-to-market and revenue leadership teams, used mainly by midmarket and enterprise companies in communications, technology, manufacturing, and private equity. It unifies customer, finance, and third-party data into one foundation, then applies AI to surface revenue trends, pipeline risk, and market opportunities.29ToolRankEmerging
  119. 122Pricen AI Pricing SoftwareAI AppPricen is an AI-driven dynamic pricing software designed for mid-sized retailers. It automates pricing strategies, optimizing profits and reducing manual workload. Ideal for non-food retail segments, it supports real-time price adjustments and large portfolio management.29ToolRankEmerging
  120. 123NimbleAI AppNimble by Bespoke Labs offers decision models, Nimble-v4 and Nimble-v4-max, that provide probabilities for various options based on input states. It excels in decision-making tasks, ranking #1 on the Decision Index, and supports high-volume routing and policy checks.29ToolRankEmerging
  121. 124LevaDataAI AppLevaData is a supply chain analytics platform that enhances procurement strategies with AI-driven insights. It offers real-time cost savings, spend visibility, and risk mitigation, empowering businesses to optimize sourcing and build resilient supply chains.28ToolRankEmerging
  122. 125Graphite NoteAI AppGraphite Note offers a no-code Decision Intelligence Platform that transforms data into actionable business decisions. It predicts outcomes, quantifies the impact of actions, and prescribes next steps, enabling data teams to drive measurable business results in weeks, not quarters, often at a lower cost than a single senior data scientist.28ToolRankEmerging
  123. 126Fluid Analytics AquaGridAI AppFluid Analytics' AquaGrid is a unified intelligence platform that integrates surface water, wastewater, and environmental data. It helps cities predict system failures, prevent flooding, and safeguard water quality through continuous, AI-driven intelligence.28ToolRankEmerging
  124. 127Kiona EdgeAI AppKiona Edge is a self-learning AI engine and cloud service that connects to all your buildings, optimizing indoor climate and energy use. It provides real-time data gathering and tailored control strategies, enhancing building management efficiency.28ToolRankEmerging
  125. 128Lative PlatformAI AppLative is an AI-native sales planning and decision intelligence platform that connects marketing intelligence to sales execution. It helps revenue teams plan, operate, and grow efficiently by providing a shared source of truth for marketing and sales data.28ToolRankEmerging
  126. 129Dealavo Price Monitoring PlatformAI AppDealavo is an e-commerce pricing management platform offering price monitoring, AI repricing, and consulting services. It integrates with popular e-commerce systems and provides accurate pricing data across 30+ markets, helping businesses optimize their pricing strategies.28ToolRankEmerging
  127. 130Demand Sens: AI Demand ForecastingAI AppDemand Sens leverages AI to optimize sales by forecasting demand and managing fluctuations, specifically for the books and press industry. Developed by BearingPoint, it aims to revolutionize demand forecasting with data-driven insights.28ToolRankEmerging
  128. 131RetailgridAI AppRetailgrid is an AI-powered pricing software designed for mid-market retailers. It transforms messy data into structured pricing decisions, tracks competitor prices, and applies rules in plain English, all within a spreadsheet-like interface.27ToolRankEmerging
  129. 132Forecastio AI Sales ForecastingAI AppForecastio is an AI-powered sales forecasting tool designed for HubSpot users. It automates revenue predictions, enhances forecast accuracy, and provides detailed audit trails for every change. The platform offers pipeline and deal intelligence to identify risks and bottlenecks, helping sales leaders make data-driven decisions and reduce revenue uncertainty.27ToolRankEmerging
  130. 133ProdfinityAI AppProdfinity offers AI-driven solutions for competitor price tracking, dynamic repricing, and product auto-matching. It helps businesses monitor market prices in real-time, analyze historical data, and automatically adjust their own pricing strategies to stay competitive and optimize profit margins. The platform supports tracking across multiple online stores and platforms globally, providing actionable insights for strategic decision-making.26ToolRankEmerging
  131. 134QuanterLabAI AppQuanterLab is a quantitative research platform designed for building, validating, and understanding systematic trading strategies. It offers a visual environment for wiring indicators, stochastic models, and factor portfolios, enabling users to test hypotheses under point-in-time discipline with walk-forward validation. The platform provides full code export and simulates all executions, ensuring no real money is involved.26ToolRankEmerging
  132. 135TemuFilter (特卖选品)TemuFilter is a Chrome extension designed for Temu platform merchants. It leverages data analysis and AI to provide market trend predictions, hot product recommendations, and competitor analysis, helping merchants gain a competitive edge and boost sales performance.26ToolRankEmerging
  133. 136Novo AIAI AppNovo AI leverages Generative AI and Large Language Models to transform the insurance industry. It streamlines claims processing, enhances fraud detection, provides actionable market insights, and improves customer support by automating the analysis and explanation of complex policy and claim documents.26ToolRankEmerging
  134. 137numiAI AppNumi is an AI-powered supply chain software that enhances planning, purchasing, inventory management, and replenishment. It connects ERP data, forecasts, and workflows to automate decisions, reduce inventory, and improve accuracy.26ToolRankEmerging
  135. 138LotusEye AI Anomaly DetectorAI AppLotusEye is an easy-to-use AI anomaly detection tool that requires no prior AI knowledge. Users can create AI models by simply uploading data and start detecting anomalies in three simple steps. The platform offers a free tier for model creation and score calculation, allowing users to confirm effectiveness before committing to paid plans.26ToolRankEmerging
  136. 139Omnifold AI Planning PlatformAI AppOmnifold is an AI-driven supply chain planning platform designed for physical product companies. It forecasts demand, optimizes inventory, and uncovers growth opportunities that traditional systems miss, offering tailored AI models for each supply chain.25ToolRankEmerging
  137. 140WiseYield: AI-Powered Agricultural IntelligenceAI AppWiseYield is an AI-powered platform that provides agricultural intelligence for farms. It offers yield predictions, crop disease detection, and market insights to help farmers make data-driven decisions. Plans start at €22/month with a free 14-day trial.25ToolRankEmerging
  138. 141Avathon — Autonomy for OperationsPlatformAvathon provides a Physical AI platform for industrial operations, integrating assets, processes, and people into a unified knowledge graph. It enables autonomous operations with decision intelligence, enhancing efficiency and safety across industries like aerospace, energy, and manufacturing.25ToolRankEmerging
  139. 142PrimeAIAI AppPrimeAI is a data science and AI/ML consultancy that builds custom forecasting, pricing and data-infrastructure systems for logistics, travel and hospitality, healthcare, industrial services and retail clients. It delivers projects as professional or managed services rather than self-serve software, with reported client results including double-digit revenue and cost improvements.25ToolRankEmerging
  140. 143autoneAI Appautone is an AI-powered inventory management platform designed for fashion, beauty, accessories, and lifestyle retail brands. It offers demand forecasting, automated replenishment, stock rebalancing, and intelligent reordering to reduce stockouts and increase sell-through rates.25ToolRankEmerging
  141. 144SapienAI AppSapien offers AI-powered market research by simulating synthetic populations grounded in real-world data. It helps businesses predict audience choices, test products, prices, and campaigns effectively.24ToolRankEmerging
  142. 145Demand Forecast AIAI AppDemand Forecast AI enhances supply chain management by improving demand prediction accuracy. It helps teams optimize inventory, reduce excess stock, and prevent stockouts, integrating seamlessly with existing planning systems.24ToolRankEmerging
  143. 146SmartBiAI AppSmartBi centralizes business data analysis with intuitive dashboards. It offers actionable insights and recommendations through its AI copilot, SMARTY, helping businesses make informed decisions quickly and efficiently.24ToolRankEmerging
  144. 147DailyHelmAI AppDailyHelm is an AI business reviewer that connects to your analytics, ads, search console, and more to provide daily prioritized recommendations. It helps businesses optimize operations by identifying issues and suggesting fixes based on revenue impact.24ToolRankEmerging
  145. 148PropHuntAI AppPropHunt provides comprehensive underwriting for multifamily real estate listings, offering detailed analysis with ten specialist reads and a 10,000-path Monte Carlo simulation. It delivers results in 2-3 minutes for under $3 per building, helping investors make informed decisions quickly.23ToolRankEmerging
  146. 149Artificial SocietiesAI AppArtificial Societies combines behavioral science with socially intelligent technology to help organizations understand audiences and make informed decisions. It simulates human societies to predict responses to various scenarios, aiding in strategic planning and risk management.23ToolRankEmerging
  147. 150Creative ScoreAI AppCreative Score is a predictive creative-intelligence tool that scores marketing assets and forecasts campaign performance before launch, giving marketing teams objective, benchmark-based feedback.23ToolRankEmerging

Quick picks

Best overallGong - Revenue AI OS#1Automatic data capture and embedded AI agents give revenue teams a clearer view of pipeline and more predictable results.
Best free optionAlteryx#3A freemium plan covers data preparation, workflow automation and AI-assisted predictive analytics, a practical first step for analysts.
Best for private dataH2O.ai#7Runs predictive and generative AI airgapped, on premises or in a cloud VPC, with automated feature engineering and explainability.
Best for retail planningRELEX Solutions#12AI-driven demand forecasting with automated replenishment, inventory optimization and pricing and promotions management for retailers and manufacturers.
1 of 4

Editor's round-up

This board ranks AI platforms that predict what comes next, from sales pipelines to hotel demand and supply chains. Gong - Revenue AI OS leads with a ToolRank of 73. It captures revenue data automatically and uses domain-specific AI models to make pipelines more predictable. Alteryx is second. It pairs data preparation and workflow automation with predictive analytics. SAS Viya takes third. It is a cloud-native platform for building and governing models, with uses from customer intelligence to supply chains.

Data science teams should also compare H2O.ai, which runs airgapped or on premises for sensitive data, and Dataiku, which designs multi-step agents with visual logic blocks. Nixtla | Time Series Forecasting & Anomaly Detection is a focused option for time series work in energy, supply chains and financial markets. For planning, RELEX Solutions forecasts retail demand, while Anaplan and o9 Solutions connect forecasts to finance and operations.

Industry specialists fill out the list. Lighthouse and IDeaS Revenue Solutions forecast hotel demand and recommend rates. AirDNA analyzes Airbnb and Vrbo markets on a freemium plan. Cotality offers 30-year forecasts of environmental risk for property, and AVEVA CONNECT applies predictive analytics to industrial data.

Pick the forecast you need most. Revenue teams should start with Gong, analysts with Alteryx or SAS Viya, and hotels or retailers with the industry specialists above.

How to choose AI tools for forecasting & predictive analytics

  1. Start with your domain

    A retail demand model and a hotel rate model need different data. RELEX Solutions is built for retail, while Lighthouse and IDeaS Revenue Solutions focus on hospitality pricing.

  2. Decide to build or buy

    Data science platforms let you build custom models, while packaged apps come ready to use. SAS Viya, H2O.ai and Dataiku suit builders, and AirDNA gives answers without any modeling.

  3. Ask for explainability

    Forecasts only get used when people trust them. H2O.ai includes explainability in model development, and SAS Viya ships with built-in governance and transparency tools.

  4. Check deployment options

    Regulated teams may need data to stay in house. H2O.ai supports airgapped, on-premises and cloud VPC setups, and AVEVA CONNECT combines cloud and on-premises integration.

Frequently asked questions

More leaderboards

Top 250 AI Agent BuildersTop 250 AI Video GeneratorsTop 250 AI Image GeneratorsTop 250 AI SEO ToolsTop 250 AI Coding AssistantsTop 250 AI Automation & AgentsAll leaderboards