The best data & analytics tools to use in 2026

Last updatedMay 3, 2026

Products considered3013

Business intelligence dashboards, data visualization, analytics databases, and AI-powered analysis.

Top reviewed Data & Analytics

Quandri AI InsuranceQuandri automates repetitive renewal tasks and unlocks data-driven insights for personal lines insurance brokerages, increasing retention and broker productivity.

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Automation & Agents·Data & Analytics·Workflow Automation Tools

Quantive AI StrategyQuantive StrategyAI is the world's first AI-powered strategic planning and execution platform. Align teams, track OKRs, and adapt strategy in real time.

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Productivity·Project Management Tools·Business Intelligence Tools

Raydiant AI SignageRaydiant (Displai) delivers AI-powered digital signage, employee engagement, self-service kiosks, and visitor analytics for brick-and-mortar businesses.

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Productivity·Marketing & Sales·Data & Analytics

Rhombus AIRhombus is the #1 rated cloud-managed physical security system. Unify smart cameras, access control, IoT sensors, and AI-powered threat detection on one platform.

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Productivity·Automation & Agents·Data & Analytics

Morningstar AI InvestMorningstar AI Invest offers AI-enhanced stock analysis, fund ratings, Economic Moat scores, and portfolio management tools to help investors make smarter financial decisions.

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Data & Analytics·Research & Education·AI Assistants

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Trustero AI ComplianceTrustero automates gap analysis, security questionnaires, evidence collection, and control assurance — saving compliance teams hundreds of hours every month.

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Productivity·Automation & Agents·Data & Analytics

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WhyLabsWhyLabs is an open-source AI observability platform for monitoring ML models and LLMs in production. Includes whylogs for data logging and langkit for LLM security.

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Data & Analytics·AI Models & Infrastructure·AI Infrastructure Tools

MonkeyLearnMonkeyLearn is a no-code machine learning platform for text analysis. Build custom NLP models for sentiment analysis, topic classification, and keyword extraction from customer feedback.

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Data & Analytics·No-Code·Document AI Tools

Monitaur AI GovernMonitaur provides end-to-end AI governance software for regulated industries. Monitor model drift and bias, automate compliance validation, and manage vendor AI risk in one platform.

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Data & Analytics·AI Models & Infrastructure·AI Research Tools

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MLCommons AILuminateAILuminate by MLCommons benchmarks the safety of general-purpose AI chat models against malicious and self-harm prompts, with graded results across top AI vendors.

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Data & Analytics·AI Models & Infrastructure·Research & Education

Super.AISuper.AI automates complex document workflows with 99% accuracy using LLM-powered IDP. Classify, extract, validate, and sync data from any document — no coding required.

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Automation & Agents·Data & Analytics·Document AI Tools

Truewind AI BookkeepTruewind uses AI agents to automate transaction coding, reconciliation, and workpaper preparation — reducing accounting close time by 65%. Trusted by hundreds of global companies.

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Automation & Agents·Data & Analytics·Document Tools·Document AI Tools

TollBitTollBit is the platform for AI content licensing at scale. Monitor AI traffic, manage licensing deals, control agent access, and monetize your content in the AI era.

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Marketing & Sales·Data & Analytics·AI Models & Infrastructure

SmartScout AISmartScout is the leading Amazon marketplace intelligence platform. Discover profitable products, spy on competitors, find wholesale brands, and grow your Amazon business with powerful data tools.

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Data & Analytics·Ecommerce·SEO Tools

Ramp AI FinanceRamp combines AI-powered corporate cards, expense management, accounts payable, and accounting automation in one platform. Join 50,000+ finance teams saving millions of hours.

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Productivity·Workflow Automation Tools·Business Intelligence Tools

ApifyApify provides 19,000+ ready-made web scrapers, browser automation tools, and AI data pipelines to extract real-time structured data from any website.

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Automation & Agents·Data & Analytics·AI Models & Infrastructure

Cyera AI Data SecurityCyera is an AI-native data security platform that helps enterprises discover, classify, govern, and protect sensitive data across cloud, SaaS, on-prem, and AI environments with 95%+ classification precision.

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Data & Analytics·AI Models & Infrastructure·AI Infrastructure Tools

Quantum MetricQuantum Metric combines session replay, journey analytics, and Felix AI to help enterprise teams understand customer behavior in real time and optimize digital experiences.

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Data & Analytics·AI Assistants·Business Intelligence Tools

Eilla AIEilla AI pairs top-tier M&A advisors with AI to deliver 25% higher valuations and initial offers in under 6 weeks for SMBs. No upfront fees — success fee only.

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Automation & Agents·AI Agents·Business Intelligence Tools

Govern AI RiskGovern AI Risk helps enterprises identify, assess, and manage AI-related risks with compliance frameworks, audit trails, and policy enforcement tools.

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Productivity·Data & Analytics·AI Models & Infrastructure