Best Analytics Platforms - Page 40

How Many Analytics Platforms Products Does G2 Track?

Total Products under this Category: 607

Category Stats (Oct 2026)

  • Average Rating: 4.52/5 (↑0.01 vs Sep 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: inzicht (+3.71%) - Among all products in this category, inzicht recorded the largest rating increase compared to last month

Last updated: October 13, 2026

How Does G2 Rank Analytics Platforms Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 29,800+ Authentic Reviews
  • 607+ 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 Analytics Platforms

G2 Grid® for Analytics Platforms plotting products by satisfaction and market presence

Highlighted products: Microsoft Power BI, Tableau, Databricks, Alteryx, SAS Viya, Domo, Sigma, and Looker.

Underlying data: [Grid® JSON](https://www.g2.com/categories/analytics-platforms/grids.json?focus%5B%5D=microsoft-microsoft-power-bi&focus%5B%5D=tableau&focus%5B%5D=databricks&focus%5B%5D=alteryx&focus%5B%5D=sas-sas-viya&focus%5B%5D=domo&focus%5B%5D=sigma-computing-sigma&focus%5B%5D=looker)

VEDA ((Visual Exploration and Data Analytics)

VEDA (Visual Exploration and Data Analytics) is a conversational AI-powered data analytics platform that transforms natural language questions into trusted enterprise intelligence. VEDA connects and unifies data across warehouses, applications, databases, and files into a single intelligence layer, allowing business users to explore data without SQL or technical expertise. The platform enables organizations to ask questions in plain language, uncover trends, identify anomalies, perform root-cause analysis, and generate presentation-ready visualizations instantly. With unified data access, intelligent reporting, transparent data lineage, and enterprise-grade governance, VEDA helps teams make faster, more confident decisions while reducing dependency on manual reporting and traditional BI workflows.

Who Is the Company Behind VEDA ((Visual Exploration and Data Analytics)?

Veezoo

Veezoo is an Agentic Analytics platform engineered for trust and reliability, purpose-built to empower every business user — regardless of technical background — to ask questions about their data and receive accurate, governed, and auditable answers. Founded in 2016 as a spin-off from ETH Zurich, Veezoo has been building AI-native analytics long before large language models became mainstream, combining Agentic AI with a proprietary Knowledge Graph architecture. At the core of Veezoo is the Knowledge Graph: a semantic layer that captures a company's business ontology, KPI definitions, metrics, governance rules, and authorization logic. Unlike conventional AI analytics tools that allow language models to write SQL directly — leading to hallucinated metrics and inconsistent results — Veezoo's AI translates every natural language question into Veezoo Query Language (VQL), which is then compiled to SQL through a deterministic, rule-based process. This means the AI never touches raw database tables, business logic is always applied consistently, and every result is fully traceable and auditable. Business users interact with Veezoo through a conversational chat interface, asking questions in plain language and receiving instant, verified answers with charts, tables, and dashboards. Veezoo interprets the data, suggests next steps, and summarizes key insights. Monitoring agents can investigate anomalies and alert teams when something requires action. Every chart title, filter, and label is rendered directly from VQL — not generated by an AI — so users can verify exactly what the data shows and hover over any term to see its governed definition. For data teams, Veezoo provides a Knowledge Graph IDE for modeling semantic layers from scratch using AI, leveraging existing documentation. The platform supports version control, BI-as-Code workflows, development branches, and automated tests — following best practices of modern analytics engineering. The Knowledge Graph lives in Git, making it versioned, reviewable, and auditable without vendor lock-in. Veezoo integrates natively with 17+ databases and data warehouses including Snowflake, Google BigQuery, Databricks, Amazon Redshift, PostgreSQL, MySQL, Microsoft SQL Server, Oracle, SAP HANA, and more. It also integrates with dbt Cloud to import models, metrics, and documentation, and delivers scheduled results and alerts directly to Slack and Microsoft Teams. An MCP server allows other AI tools such as Claude, ChatGPT, and Gemini to query the governed Knowledge Graph, and a public REST API enables custom integrations, embedded analytics, and CI/CD automation. Veezoo supports embedded analytics, allowing organizations to integrate the conversational analytics experience directly into their own applications in multi-tenant environments. The platform also features customizable branding, collaborative dashboards, and export capabilities to PDF, PNG, JPEG, SVG, and Excel. Recognized as a 2024 Gartner Cool Vendor in AI Models and Natural Language Technologies, Veezoo is trusted by thousands of users at companies including AXA, Bayer, Baloise, Breitling, Valora, and Air Up. The platform is headquartered in Zurich, Switzerland, and serves organizations ranging from innovative startups to Fortune 500 enterprises across industries including insurance, retail, consumer goods, and financial services.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate Veezoo?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.2/10)

Who Is the Company Behind Veezoo?

  • Seller: Veezoo
  • Company Website:
  • Year Founded: 2016
  • HQ Location: Zurich, CH
  • LinkedIn® Page: www.linkedin.com
    19 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Veezoo?

Verbo

Verbo is an AI-powered data analytics tool for small and medium businesses without a data team. Connect your database (PostgreSQL, MySQL) or upload a spreadsheet, ask questions in plain language, and get answers with charts and tables in seconds, no SQL, no dashboards to build, no analysts required.

Who Is the Company Behind Verbo?

  • Seller: Verbo
  • Year Founded: 2025
  • HQ Location: N/A
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

AI can help you find the answers. G2 helps you trust them.

Connect G2 to Claude or ChatGPT for answers grounded in G2's trusted reviews, comparisons, and pricing from real user insights.

How it works

Verinode | IQ

Verinode IQ is web-based analytics software for property restoration businesses. It connects read-only to accounting, job management and estimating systems, and reads documents, email and call transcripts. From that data it calculates job margins, cycle time per job stage, vendor and materials costs, and carrier payment times, and compares each with anonymized benchmarks from peer businesses of similar size. IQ produces a daily list of recommended decisions. Each shows the underlying data and calculation, is labeled Calculated or Estimated, and includes a suggested action plan with dated steps. Users act on, defer or dismiss each one and record a reason; IQ later checks the outcome. Users can query their data in plain language by text, voice or email. Other functions: process mining of job stages, user-defined rules with alerts, demand forecasting with scenario modeling, multi-location consolidation, role-based access and an activity log. IQ uses AI models. Pricing is per membership tier and location, not per user.

Who Is the Company Behind Verinode | IQ?

  • Seller: Verinode
  • Year Founded: 2026
  • HQ Location: Toronto, CA
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

viind

Who Is the Company Behind viind?

WinfoData

WinfoData is a type of data intelligence and analytics platform solution that helps users to unify data from Oracle and non-Oracle systems and deliver governed, real-time reporting and analytics for faster decision-making. WinfoData sits in the business intelligence (BI) / analytics, data integration (ingestion + transformation), and data governance software categories, with an emphasis on Oracle Fusion Applications and Oracle Fusion Data Intelligence (FDI) use cases. It is designed for organisations that need a single, consistent view of operational and transactional data across cloud and legacy environments, and it supports cross-functional analytics for teams such as Finance, HR, Supply Chain, and CX, alongside compliance reporting needs. Typical audiences include CIO/CTO and COO stakeholders, data & analytics leaders, and business users who rely on dashboards, KPIs, and self-service reporting to monitor performance and investigate trends. Common use cases highlighted in internal collateral include Account 360, Product 360, Supplier 360, inventory visibility, and employee/workforce insights, as well as forecasting and anomaly detection scenarios where organisations want to progress from reactive reporting to more predictive analysis. Main features and value propositions: - Unified data platform for ingestion, transformation, and visualisation, aimed at creating a consolidated “single source of truth” across Oracle and third‑party systems. - Prebuilt connectors, pipelines, dashboards, and KPI libraries for Oracle-aligned analytics, with extensibility for additional sources such as Azure, AWS, Snowflake, Salesforce, JD Edwards, and SQL Server. - Governance and security controls including role-based access (RBAC), encryption, audit trails, and compliance-aligned architecture. - Self-service analytics and customisation through configurable dashboards and semantic models to tailor KPIs by function or process. - Insight acceleration capabilities described in collateral, including predictive modelling/anomaly detection support and natural-language style querying for faster exploration (availability may depend on deployment scope and configuration).

Who Is the Company Behind WinfoData?

WingArc

WingArc is a software and services that help user build an environment where sercan get what they want from a data, as well as insights beyond expectations, it provide comprehensive customer-focused services that address unique needs and accelerate business.

Who Is the Company Behind WingArc?

  • Seller: WingArc
  • Year Founded: 2004
  • HQ Location: Roppongi, Minato-ku, JP
  • LinkedIn® Page: www.linkedin.com
    91 employees on LinkedIn®

WisdomAI

WisdomAI is an Agentic Analytics platform that delivers trusted, accurate, and proactive insights for the enterprise, powered by the Adaptive Context Engine. Founded in 2023, WisdomAI empowers organizations to reason across their structured and unstructured data in natural language with Conversational BI, build instant AI-Powered Dashboards, and deploy Analytics Agents that act on insights. These capabilities can also be embedded directly into an organization's own products through SDKs, iframes, and a GraphQL API. The Adaptive Context Engine captures the knowledge and expertise that lives in people's heads and continuously updates enterprise context, so organizations can build agentic workflows that get more accurate the more they run and deliver value that compounds over time.

Who Is the Company Behind WisdomAI?

  • Seller: Wisdom AI
  • Year Founded: 2023
  • HQ Location: San Mateo, US
  • LinkedIn® Page: www.linkedin.com
    122 employees on LinkedIn®

Writ

Writ is a data analytics and visualization platform that bridges the gap between technical data teams and business stakeholders. By combining enterprise-grade data capabilities with intuitive collaboration tools, Writ empowers your entire organization to make data-driven decisions with confidence and speed. With Writ's real-time collaboration environment, teams can work simultaneously on living documents that stay continuously updated. Stakeholders gain immediate access to insights while maintaining a comprehensive version history that preserves context and evolution of analysis. Create stunning visualizations through charts and tables that bring clarity to complex data patterns without specialized technical knowledge. Writ's warehouse connectivity supports major platforms including Snowflake, Databricks, and BigQuery, enabling scheduled syncing and write-backs to ensure data remains fresh across systems. The platform's unique data federation capabilities allow you to blend information from various sources without moving data or requiring external ETL tools. With SOC 2 Type 2 compliance, permission-based access controls, and SSO authentication, Writ also ensures that your information remains protected and secure. AI-powered features like natural language querying, anomaly detection, and contextual chat can transform complex data interactions into simple conversations – ask questions in plain English and receive instant visualizations. The platform's built-in collaboration features include contextual commenting, @mentions, and integrated task management that turn insights into action. Email integration delivers beautiful reports directly to stakeholders' inboxes without cumbersome attachments, while Writ's notification system ensures teams stay informed without becoming overwhelmed. Whether you're seeking to replace legacy BI tools or implement your first analytics platform, Writ offers the perfect balance of powerful capabilities and intuitive design that adapts to your organization's evolving needs while fostering a true data culture.

Who Is the Company Behind Writ?

Tian Lin
TL
Researched and written by Tian Lin
Updated July 2, 2025