Best Analytics Platforms - Page 7

How Many Analytics Platforms Products Does G2 Track?

Total Products under this Category: 603

Category Stats (Oct 2026)

  • Average Rating: 4.51/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Cube (+2.46%) - Among all products in this category, Cube recorded the largest rating increase compared to last month

Last updated: October 01, 2026

How Does G2 Rank Analytics Platforms Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 29,600+ Authentic Reviews
  • 603+ 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, SAS Viya, Alteryx, Domo, Looker, and Sigma.

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=sas-sas-viya&focus%5B%5D=alteryx&focus%5B%5D=domo&focus%5B%5D=looker&focus%5B%5D=sigma-computing-sigma)

Tellius

Kaiya, our agentic worker, reasons across every data and documents while keeping your definitions and playbooks applied. Then, rather than stopping at the answer like a chat or copilot system, it outputs polished work, fully functional apps, and repeatable (governered) agentic workflows that run recurring work on a schedule and watch the business around the clock. Everywhere your team works Slack/ Teams/ CRM/ ERP etc. Need something new? Describe the tweak to the workflow, the insight, the app and it's tailored on your governed data in minutes. Tellius inherits the semantic layer you already have — Snowflake, dbt, your catalog — instead of replacing it. Connect and Architect resolves your entities and metrics into one model. A deterministic engine handles the numbers, so the answer is the same every run and traceable to source. Governed memory writes approved corrections back, so nothing gets taught twice.

Average Rating: 4.3/5.0

Total Reviews: 26

How Do G2 Users Rate Tellius?

  • Has the product been a good partner in doing business?: 8.6/10 (Category avg: 9.2/10)
  • Steps to Answer: 8.9/10 (Category avg: 8.4/10)
  • Reports Interface: 8.4/10 (Category avg: 8.8/10)
  • Calculated Fields: 8.0/10 (Category avg: 8.5/10)

Who Is the Company Behind Tellius?

  • Seller: Tellius
  • Year Founded: 2016
  • HQ Location: Reston, Virginia
  • Twitter: @TelliusData
    534 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    123 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 42% Large, 31% Medium

What Do G2 Reviewers Say About Tellius?

AI-generated summary from verified user reviews

Pros
  • Users value the data visualization tools of Tellius, appreciating the ability to create interactive and informative dashboards.
  • Users value the advanced analytics capabilities of Tellius, utilizing AI-driven insights for deeper data understanding.
  • Users appreciate the ease of use of Tellius, particularly for its natural language querying capabilities.
  • Users value the advanced analytics capabilities of Tellius, enhancing their ability to uncover insights in data.
  • Users value the advanced analytics capabilities of Tellius, enabling them to uncover hidden patterns and trends effortlessly.
Cons
  • Users express concern over the confusing pricing of Tellius, which may not fit small businesses or startups.
  • Users find Tellius expensive, making it less accessible for small businesses and startups seeking affordable solutions.
  • Users often face integration issues with Tellius, as it lacks the extensive third-party app support of other BI tools.
  • Users mention a complex learning curve with Tellius, making it challenging for those new to advanced analytics.
  • Users experience missing functionality in Tellius, particularly regarding integrations and mobile app capabilities.

What Are Recent G2 Reviews of Tellius?

What Are G2 Users Discussing About Tellius?

ibi WebFOCUS

The ibi WebFOCUS® platform is an enterprise business intelligence and analytics solution equipped with data management, visual discovery, predictive analytics, and powerful visualizations. Combining these capabilities and data science in one unified platform, the WebFOCUS solution helps make data-driven decisions across the enterprise providing reports, dashboards, and customer-facing applications at scale.

Average Rating: 4.4/5.0

Total Reviews: 149

How Do G2 Users Rate ibi WebFOCUS?

  • Has the product been a good partner in doing business?: 8.9/10 (Category avg: 9.2/10)
  • Steps to Answer: 8.0/10 (Category avg: 8.4/10)
  • Reports Interface: 8.7/10 (Category avg: 8.8/10)
  • Calculated Fields: 8.4/10 (Category avg: 8.5/10)

Who Is the Company Behind ibi WebFOCUS?

  • Seller: ibi
  • Year Founded: 1975
  • HQ Location: Fort Lauderdale, FL
  • Twitter: @infobldrs
    32,864 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    890 employees on LinkedIn®
  • Phone: 212-736-4433

Who Uses This Product?

  • Top Industries: Information Technology and Services, Government Administration
  • Company Size: 57% Large, 32% Medium

What Are Recent G2 Reviews of ibi WebFOCUS?

What Are G2 Users Discussing About ibi WebFOCUS?

CorralData

CorralData is an AI-powered analytics platform that transforms how organizations interact with their data, offering businesses instant, actionable insights without requiring technical expertise. Designed with ease of use and speed in mind, CorralData helps businesses quickly centralize and analyze data from over 500 built-in integrations. This vast connectivity allows organizations to unify their data seamlessly, making it accessible and actionable from one central platform. Key Features and Functionality: CorralData is built for non-technical users, enabling them to explore data through natural language queries and generate AI-driven reports effortlessly. The platform includes features like real-time dashboards, customizable reporting, and secure collaboration tools that empower teams to work with data collaboratively and make informed decisions faster. With CorralData, users can simply ask questions in plain English, and the platform instantly translates these queries into data insights, democratizing data access across the organization. Primary Value and Solution: CorralData solves a core challenge for many businesses: transforming complex, siloed data into accessible insights quickly, without the need for lengthy onboarding or engineering support. Traditional BI tools often require specialized teams and long lead times to implement, but CorralData’s intuitive design and instant integration capabilities eliminate these barriers. The platform’s HIPAA-compliant security measures also ensure that data is protected, making it a trusted choice for industries like healthcare and finance. CorralData’s primary value lies in its ability to make data-driven decision-making fast, accessible, and impactful. By equipping business users with immediate insights and robust analytical tools, CorralData enables companies to respond to market changes in real time, optimize operations, and drive growth, all while reducing dependency on technical resources. For businesses aiming to become data-driven overnight, CorralData is an ideal solution.

Average Rating: 4.9/5.0

Total Reviews: 20

How Do G2 Users Rate CorralData?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.2/10)
  • Steps to Answer: 9.8/10 (Category avg: 8.4/10)
  • Reports Interface: 9.7/10 (Category avg: 8.8/10)
  • Calculated Fields: 9.2/10 (Category avg: 8.5/10)

Who Is the Company Behind CorralData?

  • Seller: Corraldata
  • Company Website:
  • Year Founded: 2021
  • HQ Location: New York, NY
  • Twitter: @CorralData
    6 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    30 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Medium, 45% Small

What Do G2 Reviewers Say About CorralData?

AI-generated summary from verified user reviews

Pros
  • Users find CorralData's platform incredibly easy to use, streamlining reporting and enhancing data visibility effectively.
  • Users praise the exceptional customer support from CorralData, highlighting their responsive and proactive assistance throughout onboarding and integration.
  • Users praise the ease of implementation with CorralData, highlighting quick setup and efficient support throughout the process.
  • Users value the seamless integrations of CorralData, which unify systems and enhance decision-making effortlessly.
  • Users benefit from the time-saving integration of CorralData, streamlining metrics tracking and enhancing decision-making processes.
Cons
  • Users find the complexity of data validation to be a time-consuming challenge with CorralData's integration process.
  • Users find data inaccuracy problematic, as validating and checking data is often time-consuming and challenging.
  • Users find CorralData expensive compared to other options, though it offers more value for the price.
  • Users struggle with filtering problems, finding it time-consuming to validate data accuracy post-widget creation.
  • Users face long integration times due to complexities associated with Zenoti, impacting overall implementation experience with CorralData.

What Are Recent G2 Reviews of CorralData?

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KEY360

Key360 offers a universally applicable, cloud-based Business Management platform for Business Intelligence, Project Management, Big Data & Analytics, ERP, Behaviour and Strategy Modification.

Average Rating: 4.8/5.0

Total Reviews: 10

How Do G2 Users Rate KEY360?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.2/10)
  • Steps to Answer: 9.3/10 (Category avg: 8.4/10)
  • Reports Interface: 9.3/10 (Category avg: 8.8/10)
  • Calculated Fields: 9.7/10 (Category avg: 8.5/10)

Who Is the Company Behind KEY360?

Who Uses This Product?

  • Top Industries: Consumer Services
  • Company Size: 75% Large, 33% Small

What Are Recent G2 Reviews of KEY360?

Holistics Data

Holistics is an AI analytics platform for teams that need governed, trustworthy answers across dashboards, self-service, and AI. It's built on a code-based semantic layer, so the metrics your team relies on stay consistent whether they're viewed in an embedded dashboard, explored by a business user, or surfaced through AI. With Holistics, you can: - Trust your AI analytics: Holistics AI reasons over your governed metric definitions rather than raw tables, so answers stay consistent with the numbers your team already uses. - Give business users real self-service: Business users can answer their own questions inside the governed semantic layer instead of filing analyst ticket. The layer is expressive enough to handle complex follow-ups—cohort retention, period comparisons, ratios across grains—so exploration doesn't dead-end in spreadsheets. - Manage analytics like software: Every model, metric, and dashboard is defined as code, version-controlled in Git, and promoted through environments. Pull requests, code review, and rollbacks all work the way they do for application code. How Holistics is built differently Most BI tools now ground their AI in a semantic layer, but the layer underneath can only express first-order queries (slice, filter, group). AI hits a ceiling on real analytical questions like period comparisons, cohort retention, and ratios across grains, and self-service stops at simple breakdowns. Holistics is built on a deeper foundation: 1/ A programmable semantic layer. Most BI tools define their semantic layer in YAML configs, which are schemaless, error-prone, and require Jinja workarounds for any reuse. Holistics uses AML, a typed modeling language where models, dimensions, measures, and relationships are first-class language constructs—with modules, extends, partials, conditionals, and IDE tooling. A real language built for analytics modeling, not generic key-value configs. 2/ A composable query language on top. Most semantic layers treat metrics as SQL strings that can't combine or reuse. AQL treats metrics as first-class composable objects, so period comparisons, cohort retention, and ratios across grains stay inside the metric layer instead of leaking into derived tables and spreadsheets. 3/ Analytics-as-code infrastructure. Most BI tools are UI-first with Git bolted on as an afterthought (if at all). In Holistics, every definition is version-controlled in Git from day one, reviewable through pull requests, and promotable through environments. Code is the source of truth. Key capabilities - Governed AI analytics that reasons over defined metrics, not raw tables. Programmable semantic layer (AML), a typed modeling language for metrics, dimensions, and relationships - Self-service exploration for non-technical users, safely bounded by the governed layer - Analytics-as-code: Git version control, pull-request review, and environment promotion from day one. - Interactive dashboards and reporting with filters, drill-downs, and scheduled delivery - Embedded analytics with embeddable AI chatbot, custom themes white-labeling and row-level security for customer-facing use cases

Average Rating: 4.3/5.0

Total Reviews: 15

How Do G2 Users Rate Holistics Data?

  • Has the product been a good partner in doing business?: 8.6/10 (Category avg: 9.2/10)
  • Steps to Answer: 7.2/10 (Category avg: 8.4/10)
  • Reports Interface: 8.2/10 (Category avg: 8.8/10)
  • Calculated Fields: 8.1/10 (Category avg: 8.5/10)

Who Is the Company Behind Holistics Data?

  • Seller: Holistics
  • Company Website:
  • Year Founded: 2015
  • HQ Location: Central Business District
  • Twitter: @holistics_bi
    652 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    66 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 53% Small, 40% Medium

What Do G2 Reviewers Say About Holistics Data?

AI-generated summary from verified user reviews

Pros
  • Users laud the powerful analytics of Holistics Data, benefiting from deep insights and seamless integrations.
  • Users commend the excellent and responsive support team of Holistics Data, enhancing overall user experience significantly.
  • Users love the dashboard customization capabilities of Holistics Data, enhancing their BI experience with powerful tools and integrations.
  • Users value the powerful data visualization capabilities of Holistics Data, enhancing their analytical insights and efficiency.
  • Users commend the powerful dashboarding capabilities of Holistics Data, enhancing analysis with AQL, Canvas, and AI assistance.
Cons
  • Users find dynamic AQL challenging, though the new AI assistant provides some helpful guidance for analysis.
  • Users find the initial difficulty with dynamic AQL challenging, although the AI assistant provides some assistance.
  • Users find the learning curve steep for Holistics Data, though the AI assistant provides helpful support.
  • Users find the SQL issues challenging, especially with dynamic AQL, though the AI assistant offers some assistance.

What Are Recent G2 Reviews of Holistics Data?

What Are G2 Users Discussing About Holistics Data?

Clootrack

Clootrack is an AI Super Agent that turns Voice of the Customer data into measurable business outcomes. It enables CX, product, consumer insights, marketing, and strategy teams to move from fragmented customer signals to clear, evidence-backed decisions. As survey response rates decline and feedback spreads across channels, Clootrack unifies first-party and third-party customer data into a single system. The platform analyzes 100% of customer interactions, including reviews, surveys, contact-center conversations, chat, and digital feedback, without relying on surveys alone. This delivers a complete and unbiased view of customer experience across journeys. Clootrack’s patented unsupervised thematic analysis surfaces hidden themes and experience drivers at scale without manual tagging. Goal-specific AI agents align insights directly to business KPIs to operationalize insights across outcomes such as NPS, churn, returns, product innovation speed, research efficiency, and contact-center performance. A reasoning layer explains what changed, why it changed, and where teams should act, with evidence. AI Decision Digest summarizes what matters, why it happened, and what to do next, with full traceability to source data. Organizations using Clootrack have reported: - 14–18% improvement in NPS - 9–18% reduction in e-commerce returns - Up to 35% reduction in churn - 3× faster product insights - 14× faster research execution - 10–15% reduction in contact-center AHT Clootrack delivers 98%+ analysis accuracy, supports 55+ languages, integrates with 1,000+ enterprise data sources, and is trusted by 150+ global enterprises across retail, SaaS, banking, healthcare, consulting, and private equity. The platform has processed 100+ billion customer feedback tokens using OpenAI infrastructure for real-world Voice of the Customer workloads.

Average Rating: 4.6/5.0

Total Reviews: 38

How Do G2 Users Rate Clootrack?

  • Has the product been a good partner in doing business?: 9.9/10 (Category avg: 9.2/10)
  • Steps to Answer: 6.9/10 (Category avg: 8.4/10)
  • Reports Interface: 6.4/10 (Category avg: 8.8/10)
  • Calculated Fields: 5.3/10 (Category avg: 8.5/10)

Who Is the Company Behind Clootrack?

  • Seller: Clootrack
  • Year Founded: 2017
  • HQ Location: Claymont, Delaware
  • Twitter: @clootrack
    1,362 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    77 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Automotive, Management Consulting
  • Company Size: 50% Large, 30% Small

What Do G2 Reviewers Say About Clootrack?

AI-generated summary from verified user reviews

Pros
  • Users benefit from Clootrack's advanced analytics, enabling insightful, objective, and efficient understanding of customer sentiment and trends.
  • Users value the flexibility and comprehensive analytics of Clootrack for enhanced data insights and customer sentiment analysis.
  • Users commend Clootrack for its efficiency, noting its effective decision-making support and quality insights.
  • Users find the supportive team at Clootrack eager to assist and provide valuable insights effectively.
  • Users commend the flexible insights analysis of Clootrack, enabling comprehensive data synthesis and enhanced decision-making.
Cons
  • Users find dashboard readability issues due to excessive detail, complicating use especially under tight deadlines.
  • Users experience delay issues in processing and dashboard updates, risking missed opportunities for timely interventions.
  • Users note that some visualization dashboards lack clarity, suggesting room for improvement in customization and data export.
  • Users note the need for better AI accuracy in insights and analysis to enhance their experience with Clootrack.
  • Users note AI limitations in Clootrack, suggesting improvements in insight generation and data export capabilities.

What Are Recent G2 Reviews of Clootrack?

What Are G2 Users Discussing About Clootrack?

NovaceneAI Platform

The NovaceneAI® Platform is an AI-native solution designed to modernize organizational workflows by transforming unstructured data into actionable insights. It automates data analysis, streamlines decision-making processes, and accelerates time to value, enabling teams to focus on strategic initiatives rather than manual data processing. Key Features and Functionality: - Data Ingestion: Supports various data input methods, including API calls, web UI uploads, and extraction from unstructured files like MS Office documents, PDFs, and images. - Intelligent Transformation: Applies AI and machine learning algorithms for tasks such as clustering, classification, theme and keyword extraction, sentiment analysis, and more. - Custom Model Training: Allows users to train and retrain custom models without specialized knowledge, ensuring the platform evolves with organizational needs. - Visualization and Reporting: Provides built-in dashboards for real-time data visualization and generates automatic reports to facilitate immediate insight analysis. - Deployment Flexibility: Offers multiple deployment options, including single-tenant, on-premise, and offline configurations, ensuring data privacy and compliance with organizational security standards. Primary Value and Problem Solved: The NovaceneAI Platform addresses the challenge of managing and deriving insights from large volumes of unstructured data. By automating data analysis and integrating AI-driven automation, it reduces manual effort, minimizes errors, and accelerates decision-making processes. This empowers organizations to uncover patterns and trends, optimize operations, and maintain a competitive edge in their respective industries.

Average Rating: 4.2/5.0

Total Reviews: 18

How Do G2 Users Rate NovaceneAI Platform?

  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 9.2/10)
  • Steps to Answer: 8.8/10 (Category avg: 8.4/10)
  • Reports Interface: 9.0/10 (Category avg: 8.8/10)
  • Calculated Fields: 9.2/10 (Category avg: 8.5/10)

Who Is the Company Behind NovaceneAI Platform?

Who Uses This Product?

  • Company Size: 44% Small, 28% Large

What Are Recent G2 Reviews of NovaceneAI Platform?

Transform App

Transform App is the only business intelligence product built with a metrics-first philosophy. Which means we can do things no other BI tool can. The Transform App has all the analytics capabilities growing businesses expect—stunning visualizations, powerful governance tools, and intelligent monitoring and alerting—but it takes it a step further. Transform App is built on MetricFlow, an advanced open-sourced semantic layer. MetricFlow’s powerful developer tools and no-code interface make it easy for data teams to create consistency, everywhere. This semantic layer construction creates never-before-seen analytical experiences. Ensure your data tells a story, with features like Annotations, Q&A, and Metric-level Metadata. Make adoption across the org painless, with built-in integrations to Google Sheets, Excel, Tableau, and other tools your business users need. Make sharing painless—unlike other advanced BI tools, Transform doesn’t charge per user. BI should always have been this way.

Average Rating: 4.3/5.0

Total Reviews: 10

How Do G2 Users Rate Transform App?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.2/10)
  • Steps to Answer: 8.1/10 (Category avg: 8.4/10)
  • Reports Interface: 8.8/10 (Category avg: 8.8/10)
  • Calculated Fields: 8.5/10 (Category avg: 8.5/10)

Who Is the Company Behind Transform App?

  • Seller: Transform
  • Year Founded: 2016
  • HQ Location: Philadelphia, Pennsylvania, United States
  • Twitter: @getdbt
    14,792 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1,209 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 40% Small, 30% Medium

What Are Recent G2 Reviews of Transform App?

Pentaho

Pentaho is a modular, enterprise-grade platform that makes it easy to manage complex data—on-premises, in the cloud, or in hybrid environments. Whether structured or unstructured, your data becomes a trusted asset that teams can use to operate with confidence, agility, and control.

Average Rating: 4.1/5.0

Total Reviews: 48

How Do G2 Users Rate Pentaho?

  • Has the product been a good partner in doing business?: 6.9/10 (Category avg: 9.2/10)
  • Steps to Answer: 7.9/10 (Category avg: 8.4/10)
  • Reports Interface: 7.7/10 (Category avg: 8.8/10)
  • Calculated Fields: 7.6/10 (Category avg: 8.5/10)

Who Is the Company Behind Pentaho?

  • Seller: Pentaho
  • Year Founded: 2004
  • HQ Location: Santa Clara, CA
  • LinkedIn® Page: www.linkedin.com
    159 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Internet
  • Company Size: 48% Medium, 30% Large

What Are Recent G2 Reviews of Pentaho?

Kyubit Business Intelligence

Kyubit Business Intelligence is a self-hosted BI and analytics platform for organizations that want secure, flexible reporting without relying on cloud-only infrastructure or per-user licensing. Kyubit connects directly to existing Microsoft SSAS / OLAP multidimensional and Tabular models, while also allowing organizations to turn SQL databases, Excel, and CSV data into analytics-ready semantic models using a visual, no-code modeling environment. Business users and analysts can quickly explore data with drag-and-drop grid analysis, drill-downs, slicers, calculated measures, time intelligence, ad hoc reporting, interactive dashboards, KPIs, and scheduled report delivery. Kyubit is designed for organizations that want to keep their analytics and business data within their own infrastructure while still providing modern self-service analytics across teams. Key capabilities include: • Self-hosted and on-premise BI deployment • Deep support for Microsoft SSAS / OLAP and Tabular models • Visual semantic modeling for SQL databases, Excel, and CSV data • Advanced grid analysis and ad hoc reporting • Interactive dashboards, charts, KPIs, and scorecards • Time intelligence and period comparison • Scheduled reports and email subscriptions • Embedded analytics using HTML and JavaScript • Role-based security and centralized governance • Multitenant deployment for serving multiple organizations • White-label options for enterprise deployments • Perpetual and annual subscription licensing Kyubit is particularly well suited to organizations already using Microsoft Analysis Services or relational databases that want to extend their existing data infrastructure with a lightweight, web-based analytics layer. Unlike many cloud BI platforms, Kyubit can be deployed entirely within the customer's own environment and uses server/edition-based licensing rather than requiring a separate cloud subscription for every report consumer. The result is a practical BI platform for self-service analytics, operational reporting, dashboarding, embedded BI, and governed enterprise analytics — while maintaining control over data, infrastructure, and licensing.

Average Rating: 4.4/5.0

Total Reviews: 12

How Do G2 Users Rate Kyubit Business Intelligence?

  • Has the product been a good partner in doing business?: 9.4/10 (Category avg: 9.2/10)
  • Reports Interface: 8.1/10 (Category avg: 8.8/10)
  • Calculated Fields: 7.1/10 (Category avg: 8.5/10)

Who Is the Company Behind Kyubit Business Intelligence?

Who Uses This Product?

  • Company Size: 42% Small, 33% Medium

What Are Recent G2 Reviews of Kyubit Business Intelligence?

Infor Birst

Birst is a native cloud business intelligence (BI) and business analytics platform that helps organizations understand and optimize complex processes in less time than traditional BI solutions. Built with patented automation and machine learning technologies, Birst’s Data-as-a-Service approach connects teams and applications across the enterprise via a trusted network of analytics and insights to inform smarter decisions. This unique approach helps leading organizations leverage all their siloed and diverse data sources and extract insights to improve workforce productivity, asset optimization, process efficiencies, and customer satisfaction—often in 90 days or less.

Average Rating: 4.0/5.0

Total Reviews: 84

How Do G2 Users Rate Infor Birst?

  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 9.2/10)
  • Steps to Answer: 8.3/10 (Category avg: 8.4/10)
  • Reports Interface: 8.3/10 (Category avg: 8.8/10)
  • Calculated Fields: 8.3/10 (Category avg: 8.5/10)

Who Is the Company Behind Infor Birst?

  • Seller: Infor
  • Year Founded: 2002
  • HQ Location: New York
  • Twitter: @Infor
    18,472 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    22,165 employees on LinkedIn®
  • Phone: 800-260-2640

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 44% Medium, 34% Large

What Are Recent G2 Reviews of Infor Birst?

What Are G2 Users Discussing About Infor Birst?

Zenlytic

Most orgs have more data than they know what to do with. Zenlytic changes that. Zenlytic is the AI Data Analyst for your entire org. Zoë answers the hardest questions and builds the decks, memos, and Excel models to back them up. She onboards in under an hour and surfaces verified answers on demand. Companies in retail, SaaS, technology, and finance use Zenlytic to stop waiting on data and start acting on it. Business teams get answers without the backlog. Data teams get out of the weeds. Curious what that looks like for your org? Start here.

Average Rating: 4.1/5.0

Total Reviews: 17

How Do G2 Users Rate Zenlytic?

  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 9.2/10)
  • Steps to Answer: 5.0/10 (Category avg: 8.4/10)
  • Reports Interface: 8.3/10 (Category avg: 8.8/10)
  • Calculated Fields: 5.0/10 (Category avg: 8.5/10)

Who Is the Company Behind Zenlytic?

  • Seller: Zenlytic
  • Year Founded: 2018
  • HQ Location: New York, US
  • LinkedIn® Page: www.linkedin.com
    34 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 41% Medium, 29% Large

What Are Recent G2 Reviews of Zenlytic?

Explo

Explo provides a powerful embedded dashboard and reporting solution. Securely share customizable product analytics, project reports, and KPIs with each of your customers all while seamlessly matching your product's design. Give your users the power to explore their data on their on by editing dashboards and building their own self serve data reports.

Average Rating: 4.9/5.0

Total Reviews: 137

How Do G2 Users Rate Explo?

  • Has the product been a good partner in doing business?: 9.1/10 (Category avg: 9.2/10)
  • Steps to Answer: 9.2/10 (Category avg: 8.4/10)
  • Reports Interface: 9.2/10 (Category avg: 8.8/10)
  • Calculated Fields: 9.1/10 (Category avg: 8.5/10)

Who Is the Company Behind Explo?

  • Seller: Explo
  • Year Founded: 2019
  • HQ Location: San Francisco, CA
  • Twitter: @tryexplo
    657 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    11 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Co-Founder
  • Top Industries: Computer Software, Financial Services
  • Company Size: 77% Small, 22% Medium

What Do G2 Reviewers Say About Explo?

AI-generated summary from verified user reviews

Pros
  • Users praise the flexible charting features of Explo, enabling quick data connection and stunning visualizations.
  • Users love the flexible dashboard customization in Explo, enabling tailored data visualizations and effortless reporting.
  • Users love the ease of use of Explo, enjoying its intuitive UI for quick dashboard creation and customization.
  • Users love the easy creation of customizable dashboards in Explo, enhancing flexibility and speeding up data visualization.
  • Users value the customizability of Explo, allowing easy linking of datasets and intuitive dashboard creation.
Cons
  • Users find the complexity of customer dashboards implementation challenging, with a steep learning curve due to poor design.
  • Users find the complex usage of Explo challenging due to its unintuitive design and difficult learning curve.
  • Users find the initial difficulty in implementing dashboards challenging due to the unintuitive design and complexity.
  • Users find the layout issues of Explo challenging, making dashboard implementation and learning quite complex.
  • Users find the learning curve steep due to the unintuitive design, complicating the implementation of customer-facing dashboards.

What Are Recent G2 Reviews of Explo?

What Are G2 Users Discussing About Explo?

MachEye

MachEye’s augmented analytics platform transforms the way organizations integrate their data, decisions, and operations. While current business intelligence platforms only answer “what” questions on data, MachEye helps users answer “what, why, and how” scenarios for everyone at an organization. Decision makers at any level can now receive actionable insights and recommendations through a “Google like” search experience and “YouTube like” audio-visual experience, in addition to charts and self-service analytics. MachEye adds an actionable “play” button to data! For more information, visit https://www.macheye.com.

Average Rating: 4.7/5.0

Total Reviews: 10

How Do G2 Users Rate MachEye?

  • Has the product been a good partner in doing business?: 8.9/10 (Category avg: 9.2/10)
  • Steps to Answer: 8.3/10 (Category avg: 8.4/10)
  • Reports Interface: 9.4/10 (Category avg: 8.8/10)
  • Calculated Fields: 9.4/10 (Category avg: 8.5/10)

Who Is the Company Behind MachEye?

  • Seller: MachEye
  • Year Founded: 2018
  • HQ Location: San Jose, US
  • Twitter: @MachEyeInc
    58 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    11 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 70% Medium, 20% Large

What Are Recent G2 Reviews of MachEye?

What Are G2 Users Discussing About MachEye?

Digital Hive

Digital Hive is an Analytics Catalog that curates and creates a single place for users to consume and find the analytics they need. Not a revisualization, we don't touch your data or recreate your security and you customize the consumption experience to wow your users. With Digital Hive you'll see greater value from your analytics investment by increased adoption, improved data literacy and reduced duplication of content.

Average Rating: 4.5/5.0

Total Reviews: 24

How Do G2 Users Rate Digital Hive?

  • Has the product been a good partner in doing business?: 9.4/10 (Category avg: 9.2/10)
  • Steps to Answer: 8.6/10 (Category avg: 8.4/10)
  • Reports Interface: 8.7/10 (Category avg: 8.8/10)
  • Calculated Fields: 8.2/10 (Category avg: 8.5/10)

Who Is the Company Behind Digital Hive?

Who Uses This Product?

  • Top Industries: Marketing and Advertising
  • Company Size: 48% Medium, 36% Small

What Do G2 Reviewers Say About Digital Hive?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use of Digital Hive, appreciating its user-friendly interface for managing multiple analytics tools.
  • Users appreciate the user-friendly interface of Digital Hive, making analytics simpler and more accessible for daily use.
  • Users appreciate the seamless integration offered by Digital Hive, simplifying connections between various BI and data tools.
  • Users value the easy collaboration with Digital Hive, enhancing teamwork and streamlining data processes for faster insights.
  • Users value the excellent analytical tools in Digital Hive, enhancing their business analysis and decision-making processes.
Cons
  • Users find the pricing too high for Digital Hive, leading to concerns about value and affordability.
  • Users find the integration complexity of Digital Hive challenging, especially with varied setups and navigating support issues.
  • Users report encountering occasional bugs that hinder performance and suggest a need for better management.
  • Users find the learning curve steep, requiring tech savvy individuals for effective use and navigation of Digital Hive.
  • Users are concerned about the lack of Row Level Security (RLS), which hinders their ability to manage data access effectively.

What Are Recent G2 Reviews of Digital Hive?

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