# Best Analytics Platforms for Small Business - Page 4

## How Many Analytics Platforms Products Does G2 Track?

**Total Products under this Category:** 371

### Category Stats (Aug 2026)

- **Average Rating:** 4.5/5 (↑0.01 vs Jul 2026) The average rating of products in this category, based on all submitted ratings
- **Top Trending Product:** Aible (+4.36%) - Among all products in this category, Aible recorded the largest rating increase compared to last month

_Last updated: August 04, 2026_

## How Does G2 Rank Analytics Platforms Products?

**Why You Can Trust G2's Software Rankings:**

- 30 Analysts and Data Experts
- 28,900+ Authentic Reviews
- 371+ 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](https://www.g2.com/categories/analytics-platforms/grids.png?focus%5B%5D=1213&focus%5B%5D=29364&focus%5B%5D=1327283&focus%5B%5D=989&focus%5B%5D=610&focus%5B%5D=5981&focus%5B%5D=20158&focus%5B%5D=5048)

Highlighted products: Tableau, Microsoft Power BI, SAS Viya, Alteryx, GoodData.AI, Yellowfin BI, Amazon QuickSight, and Looker.

Underlying data: [Grid® JSON](https://www.g2.com/categories/analytics-platforms/grids.json?focus%5B%5D=tableau&focus%5B%5D=microsoft-microsoft-power-bi&focus%5B%5D=sas-sas-viya&focus%5B%5D=alteryx&focus%5B%5D=gooddata-ai&focus%5B%5D=yellowfin-bi&focus%5B%5D=amazon-quicksight&focus%5B%5D=looker&segment=small-business)

**Sponsored**

### AgencyAnalytics

AgencyAnalytics is the only reporting and insights platform built for marketing agencies. Prove your value to clients, win back the hours you lose to manual reporting, and keep more of the clients you've worked hard to earn. Connect every client's marketing channels into live, customizable dashboards and report on SEO, PPC, social media, email, call tracking, ecommerce, local, and more, with 85+ integrations in one place. Automate report creation and scheduling so polished, accurate updates go out on time without the manual work. Benchmark performance, spot trends early, and use AI-powered insights to walk into client calls already knowing what's working and what to fix. Everything is fully white-labeled for your agency, so clients get their own branded login to the web or mobile app. Whether you're an established agency or just getting started, AgencyAnalytics offers flexible pricing that scales as you grow. Try it risk-free for 14 days, no credit card required.

[Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list_llm&secure%5Bcategory_id%5D=620&secure%5Bchosen_at%5D=2026-08-07T18%3A55%3A09Z&secure%5Bdisplayable_resource_id%5D=620&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=620&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=16446&secure%5Bresource_id%5D=620&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fanalytics-platforms%2Fsmall-business%3Fattributes%255B110%255D%3Dall%26page%3D4%26selected_view%3Dgrid&secure%5Btoken%5D=5c6b50883a94ab7b7e596c41217c585c5ea2951c07a4d8e001b3f0df1e927ab2&secure%5Burl%5D=https%3A%2F%2Fagencyanalytics.com%2Fp%2Fg2%3Futm_source%3DG2%26utm_medium%3Dcpc%26utm_campaign%3DG2Clicks%26utm_id%3DG2Clicks%26utm_content%3Dfree-trial&secure%5Burl_type%5D=free_trial)

### [ConverSight](https://www.g2.com/products/conversight/reviews)

ConverSight is a Contextual Decision Intelligence Platform, built based on its patented Augmented Conversational AI and Analytics techniques. ConverSight's AI assistant, Athena, delivers business insights by connecting to customer’s data and generating insights & recommendations using machine learning techniques. With ConverSight, businesses are able to implement artificial intelligence in their response planning methods, allowing for better accuracy, stronger decision-making, and smoother reaction times, which ultimately reduces costs and drastically improves the function of the supply chain. ConverSight acts as a Supply Chain Control Tower to help businesses optimize operations, minimize disruptions, and resolve critical issues in real time. ConverSight's AI business assistant, Athena, offers businesses greater data visibility and insights to proactively improve their supply chains and make other accurate, informed decisions

**Average Rating:** 4.5/5.0

**Total Reviews:** 40

#### How Do G2 Users Rate ConverSight?

- **Has the product been a good partner in doing business?:** 9.7/10 (Category avg: 9.1/10)
- **Steps to Answer:** 8.2/10 (Category avg: 8.4/10)
- **Reports Interface:** 8.5/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.3/10 (Category avg: 8.5/10)

#### Who Is the Company Behind ConverSight?

- **Seller:** [ConverSight](https://www.g2.com/sellers/conversight)
- **Company Website:** conversight.ai
- **Year Founded:** 2017
- **HQ Location:** Indianapolis, IN
- **Twitter:** @ConverSight\_ai  
176 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=510af0b87bf2445f2491007a4dd53275ec73206a919dd7b0bb1d34b60f4cd069&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fconversight%2F&secure%5Burl_type%5D=linkedin_company_website)  
91 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Food & Beverages
- **Company Size:** 81% Small, 16% Medium

#### What Do G2 Reviewers Say About ConverSight?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of ConverSight, enabling quick report generation and instant access to vital data.
- Users highlight the **efficiency** of ConverSight, enabling quick access to crucial data and streamlining decision-making processes.
- Users value the **seamless integrations** of ConverSight, enabling efficient data access across all systems for better decision-making.
- Users value the **fast and integrated performance** of ConverSight, enabling quick, informed decisions for supply chain management.
- Users appreciate the **conversational insights and visual dashboards** of ConverSight, enhancing data exploration and strategic planning.

##### Cons

- Users find the **complexity of querying and data integration** in ConverSight to hinder their overall experience.
- Users find the **limited customization** options frustrating, impacting their ability to tailor insights and presentations effectively.
- Users experience **challenging data integration** with legacy systems and specialized sources, impacting usability and efficiency.
- Users face **integration issues** with ConverSight, struggling with specialized data sources and challenging natural language queries.
- Users experience a **steep learning curve** with ConverSight, finding it challenging to formulate complex queries effectively.

#### What Are Recent G2 Reviews of ConverSight?

**["It's our practical solution for faster and more consistent reporting"](https://www.g2.com/survey_responses/conversight-review-12522561)**

**Rating:** 4.5/5.0 stars

_— Ludmila B._

[Read full review](https://www.g2.com/survey_responses/conversight-review-12522561)

**["It urns complex data into actionable insights"](https://www.g2.com/survey_responses/conversight-review-12467977)**

**Rating:** 4.5/5.0 stars

_— Ramon V._

[Read full review](https://www.g2.com/survey_responses/conversight-review-12467977)

#### What Are G2 Users Discussing About ConverSight?

- [What is ConverSight.ai used for?](https://www.g2.com/discussions/what-is-conversight-ai-used-for)

### [Kyvos Semantic Layer](https://www.g2.com/es/products/kyvos-semantic-layer/reviews)

Kyvos es una capa semántica para IA y BI. Ofrece a las organizaciones una vista única, coherente y amigable para los negocios de todo su patrimonio de datos. Al estandarizar cómo se define y entiende la información, Kyvos elimina la deriva de métricas entre las herramientas de BI y asegura que los LLMs y agentes de IA trabajen con semánticas de negocio gobernadas en lugar de tablas en bruto. Kyvos también ofrece análisis ultrarrápidos a gran escala y con alta concurrencia, incluyendo análisis multidimensional granular en la nube, sin los tiempos de consulta lentos y los crecientes costos de la nube que típicamente lo acompañan. Por qué las Organizaciones Usan Kyvos Fundación Semántica Unificada para IA y BI La capa semántica de Kyvos estandariza cómo se modelan las métricas, KPIs, dimensiones, jerarquías, relaciones, cálculos y reglas de negocio en toda la empresa, de modo que los paneles, herramientas de análisis, cuadernos y sistemas de IA operen con el mismo entendimiento del negocio. Kyvos permite: - Semántica compartida: un lenguaje de datos común en cada herramienta, equipo y sistema - Acceso gobernado: exploración de datos dentro de límites definidos de seguridad, roles y permisos - Interoperabilidad de plataforma: contexto semántico consistente en diversas plataformas y entornos - Preparación para IA: LLMs y agentes trabajan con semánticas de negocio gobernadas en lugar de tablas en bruto o esquemas ambiguos IA Basada en Contexto de Negocio Kyvos fundamenta los sistemas de IA en el modelo semántico gobernado, asegurando que operen en un contexto de negocio establecido en lugar de esquemas en bruto, mejorando la precisión, trazabilidad y fiabilidad de los insights generados por IA. Métricas Consistentes en Herramientas de BI Kyvos centraliza las definiciones de métricas y KPIs en la capa semántica y las aplica consistentemente en cada interfaz de análisis, eliminando la deriva de métricas y mejorando la confianza en los análisis. Análisis de Alto Rendimiento a Escala Kyvos ofrece análisis de alto rendimiento que escalan con la demanda, permitiendo: - Rendimiento de consulta en subsegundos en conjuntos de datos masivos - Alta concurrencia entre miles de usuarios y cargas de trabajo - Tiempos de respuesta consistentes independientemente del volumen de datos o concurrencia - Sin degradación del rendimiento a medida que crece la adopción - Análisis Multidimensional en la Nube Kyvos permite análisis multidimensional profundos, apoyando: - Análisis granular en miles de millones de filas - Miles de medidas y dimensiones en un solo modelo - Rápido desglose en jerarquías complejas - Profundidad analítica completa sin sacrificar la velocidad de consulta Eficiencia de Costos en la Nube Kyvos ofrece análisis a través de su capa semántica en lugar de enrutar cada consulta al almacén, reduciendo el consumo de cómputo en cargas de trabajo de análisis e IA. A medida que crece la adopción, las organizaciones pueden escalar usuarios, cargas de trabajo y complejidad analítica sin un aumento correspondiente en los costos de cómputo del almacén.

**Average Rating:** 4.8/5.0

**Total Reviews:** 267

#### How Do G2 Users Rate Kyvos Semantic Layer?

- **¿Ha sido the product un buen socio para hacer negocios?:** 9.6/10 (Category avg: 9.1/10)
- **Pasos para responder:** 9.3/10 (Category avg: 8.4/10)
- **Interfaz de informes:** 9.6/10 (Category avg: 8.7/10)
- **Campos calculados:** 9.4/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Kyvos Semantic Layer?

- **Vendedor:** [Kyvos Insights](https://www.g2.com/es/sellers/kyvos-insights)
- **Sitio web de la empresa:** www.kyvosinsights.com
- **Año de fundación:** 2014
- **Ubicación de la sede:** Los Gatos, CA
- **Twitter:** @KyvosInsights  
689 seguidores en Twitter
- **Página de LinkedIn®:** [www.linkedin.com](https://www.g2.com/es/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=900350c47a6a807c4765a28f52dcdbf3c06a5325a45d905c54e56a79e545cf9d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fkyvos-insights-inc-%2F&secure%5Burl_type%5D=linkedin_company_website)  
152 empleados en LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Ingeniero de Software Senior, Ingeniero de software
- **Top Industries:** Tecnología de la información y servicios, Software de Computadora
- **Company Size:** 57% Medium, 38% Large

#### What Do G2 Reviewers Say About Kyvos Semantic Layer?

_AI-generated summary from verified user reviews_

##### Pros

- Los usuarios aprecian la **facilidad de uso** de Kyvos, lo que permite obtener rápidamente información y una experiencia amigable para datos complejos.
- A los usuarios les encanta la **velocidad** de Kyvos para obtener información en tiempo real, lo que permite consultas rápidas y una toma de decisiones más rápida en todos los métricas de datos.
- Los usuarios valoran el **rendimiento excepcional** de Kyvos para analizar rápidamente grandes conjuntos de datos y ofrecer información oportuna.
- Los usuarios admiran los **análisis ultrarrápidos** de Kyvos Semantic Layer, mejorando el rendimiento y la visualización de grandes conjuntos de datos.
- Los usuarios valoran las **capacidades de consulta rápida** de Kyvos Semantic Layer, lo que permite un análisis rápido de grandes conjuntos de datos de transacciones.

##### Cons

- Los usuarios encuentran la **curva de aprendizaje empinada** para las funciones avanzadas y las consultas MDX, lo que puede ralentizar los esfuerzos de uso.
- Los usuarios encuentran el **configuración difícil** de Kyvos Semantic Layer desafiante, aunque el soporte ayuda a facilitar el proceso.
- Los usuarios encuentran el **configuración inicial y la complejidad de MDX** desafiantes, aunque el soporte ayuda a facilitar el proceso de implementación.
- Los usuarios notan las **limitaciones de las funciones** de Kyvos, especialmente la falta de análisis avanzados y la integración para una exploración de datos sin problemas.
- Los usuarios experimentan **problemas de conectividad** , ya que la integración inicial con los sistemas existentes puede llevar mucho tiempo.

#### What Are Recent G2 Reviews of Kyvos Semantic Layer?

**["Exploración de Datos Rápida y Consistente a Través de Dimensiones con la Capa Semántica de Kyvos"](https://www.g2.com/es/survey_responses/kyvos-semantic-layer-review-12911098)**

**Rating:** 5.0/5.0 stars

_— ashish r._

[Read full review](https://www.g2.com/es/survey_responses/kyvos-semantic-layer-review-12911098)

**["La capa semántica de Kyvos mejora la precisión de la IA con datos listos para el negocio."](https://www.g2.com/es/survey_responses/kyvos-semantic-layer-review-13142366)**

**Rating:** 5.0/5.0 stars

_— Nikhil K._

[Read full review](https://www.g2.com/es/survey_responses/kyvos-semantic-layer-review-13142366)

### [Oracle Analytics Cloud](https://www.g2.com/es/products/oracle-analytics-cloud/reviews)

Oracle Analytics Cloud es una plataforma de análisis en la nube integral que te permite cambiar fundamentalmente cómo analizas y actúas sobre la información. Líderes, analistas y TI pueden acceder a datos desde donde estén, incluso utilizando dispositivos móviles. Oracle Analytics Cloud ayuda a las organizaciones a descubrir conocimientos únicos más rápido con aprendizaje automático. Con análisis aumentados, combina datos de toda tu organización con datos de terceros y automatiza tareas importantes y que consumen mucho tiempo, como la preparación de datos, visualización, pronósticos e informes.

**Average Rating:** 4.1/5.0

**Total Reviews:** 293

#### How Do G2 Users Rate Oracle Analytics Cloud?

- **¿Ha sido the product un buen socio para hacer negocios?:** 7.8/10 (Category avg: 9.1/10)
- **Pasos para responder:** 7.9/10 (Category avg: 8.4/10)
- **Interfaz de informes:** 8.4/10 (Category avg: 8.7/10)
- **Campos calculados:** 8.2/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Oracle Analytics Cloud?

- **Vendedor:** [Oracle](https://www.g2.com/es/sellers/oracle)
- **Año de fundación:** 1977
- **Ubicación de la sede:** Austin, TX
- **Twitter:** @Oracle  
827,997 seguidores en Twitter
- **Página de LinkedIn®:** [www.linkedin.com](https://www.g2.com/es/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a14fcbcd818b49d781453c19628a9479a70cc1e8e335e54c876392ab5f543da3&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1028%2F&secure%5Burl_type%5D=linkedin_company_website)  
208,078 empleados en LinkedIn®
- **Propiedad:** NYSE:ORCL

#### Who Uses This Product?

- **Top Industries:** Tecnología de la información y servicios, Servicios Financieros
- **Company Size:** 61% Large, 27% Medium

#### What Do G2 Reviewers Say About Oracle Analytics Cloud?

_AI-generated summary from verified user reviews_

##### Pros

- Los usuarios valoran las **herramientas de análisis de autoservicio robustas** de Oracle Analytics Cloud, que permiten la creación de paneles y la exploración de datos sin esfuerzo.
- Los usuarios aprecian las **fuertes capacidades de visualización de datos** de Oracle Analytics Cloud, haciendo que el análisis sea accesible y atractivo para todos.
- Los usuarios valoran la **interfaz intuitiva y accesible** de Oracle Analytics Cloud, lo que permite una exploración de datos sin esfuerzo para todos los niveles de habilidad.
- Los usuarios valoran la **escalabilidad** de Oracle Analytics Cloud, lo que permite soluciones personalizables adaptadas a sus necesidades en evolución.
- Los usuarios aprecian las **soluciones personalizadas de mejora empresarial** que ofrece Oracle Analytics Cloud, mejorando la analítica colaborativa para las organizaciones.

##### Cons

- Los usuarios enfrentan una **curva de aprendizaje pronunciada** con Oracle Analytics Cloud, lo que hace que sea un desafío para los nuevos usuarios adaptarse.
- Los usuarios encuentran la **complejidad** de Oracle Analytics Cloud abrumadora, especialmente durante la configuración inicial y al aprender funciones avanzadas.
- Los usuarios encuentran el **uso complejo** de Oracle Analytics Cloud desafiante, particularmente durante la configuración y al aprender funciones avanzadas.
- Los usuarios encuentran que **las opciones de personalización son limitadas** , lo que dificulta cumplir con requisitos altamente especializados en Oracle Analytics Cloud.
- Los usuarios notan las **actualizaciones de software poco frecuentes** de Oracle Analytics Cloud, lo que lleva a preocupaciones sobre vulnerabilidades de seguridad.

#### What Are Recent G2 Reviews of Oracle Analytics Cloud?

**["Navegación rápida, Oracle Analytics Cloud personalizable y fuerte automatización"](https://www.g2.com/es/survey_responses/oracle-analytics-cloud-review-5176664)**

**Rating:** 4.0/5.0 stars

_— Shawn A._

[Read full review](https://www.g2.com/es/survey_responses/oracle-analytics-cloud-review-5176664)

**["¡Transforma datos complejos en información procesable!"](https://www.g2.com/es/survey_responses/oracle-analytics-cloud-review-12093722)**

**Rating:** 4.0/5.0 stars

_— Gaurav G._

[Read full review](https://www.g2.com/es/survey_responses/oracle-analytics-cloud-review-12093722)

#### What Are G2 Users Discussing About Oracle Analytics Cloud?

- [¿Para qué se utiliza Oracle Analytics Cloud?](https://www.g2.com/es/discussions/what-is-oracle-analytics-cloud-used-for)
- [How do I import an RPD into Oracle Analytics Cloud?](https://www.g2.com/es/discussions/how-do-i-import-an-rpd-into-oracle-analytics-cloud)
- [What comes out of the box with Oracle Analytics for applications?](https://www.g2.com/es/discussions/what-comes-out-of-the-box-with-oracle-analytics-for-applications)
- [What's New in Oracle Analytics Cloud?](https://www.g2.com/es/discussions/what-s-new-in-oracle-analytics-cloud)
- [What is Oracle Analytics Cloud?](https://www.g2.com/es/discussions/oracle-analytics-cloud-what-is-oracle-analytics-cloud)

### [Draxlr](https://www.g2.com/products/draxlr/reviews)

Draxlr is a self-service Business intelligence and an embedded analytics tool built for SaaS teams. Most teams get their first embedded dashboard live within days. The setup is straightforward enough that non-technical team members can build and update dashboards without writing SQL, using the drag-and-drop builder or the AI query tool that generates queries from plain English. For SaaS products that need customer-facing analytics, Draxlr embeds fully interactive dashboards via HTML, ReactJS SDK, VueJS SDK, or backend API. The Premium plan starts at $75/month and includes white labeling, unlimited customer viewers, and multi-tenant data filtering, with no per-viewer fees at any scale. For internal teams, Draxlr provides real-time dashboards, alerts when critical metrics change, scheduled reports, and secure shareable dashboard links for client reporting. Draxlr connects with all major SQL databases like Postgres, MySQL, Supabase, MariaDB, MSSQL, CockroachDB, Redshift, PlanetScale, YugaByte, BigQuery, Snowflake, ClickHouse, Databricks, Neon.

**Average Rating:** 4.8/5.0

**Total Reviews:** 13

#### How Do G2 Users Rate Draxlr?

- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.1/10)
- **Steps to Answer:** 8.3/10 (Category avg: 8.4/10)
- **Reports Interface:** 9.3/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.6/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Draxlr?

- **Seller:** [Draxlr](https://www.g2.com/sellers/draxlr)
- **Year Founded:** 2016
- **HQ Location:** Bengaluru, Karnataka, India
- **Twitter:** @getdraxlr  
71 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=dfeb5f68560ce913b9dce84436b54d58e807db8f6e5673ed76108d6b2eaac518&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fdraxlr-business-intelligence%2F&secure%5Burl_type%5D=linkedin_company_website)  
31 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 92% Small, 8% Medium

#### What Do G2 Reviewers Say About Draxlr?

_AI-generated summary from verified user reviews_

##### Pros

- Users love Draxlr for its **ease of use** , making dashboard creation simple and intuitive for everyone.
- Users commend the **responsive customer support** of Draxlr, noting quick and helpful assistance from the team.
- Users love the **intuitive charting features** of Draxlr, making it easy to create impressive dashboards effortlessly.
- Users find the **user-friendly data visualization** of Draxlr significantly enhances their business growth and decision-making.
- Users find Draxlr's setup to be **super easy** , enabling quick implementation and boosting business growth through effective data visualization.

##### Cons

- Users find the **user management challenging** , requiring time to adjust for internal team collaboration.
- Users desire more **customization options** for polar and radar graphs in Draxlr to enhance their experience.

#### What Are Recent G2 Reviews of Draxlr?

**["Exactly what we needed for embedded analytics at a fair price"](https://www.g2.com/survey_responses/draxlr-review-12752067)**

**Rating:** 4.5/5.0 stars

_— Jayesh M._

[Read full review](https://www.g2.com/survey_responses/draxlr-review-12752067)

**["Easy to Use with All the Features I Need"](https://www.g2.com/survey_responses/draxlr-review-12746100)**

**Rating:** 5.0/5.0 stars

_— Daniel P._

[Read full review](https://www.g2.com/survey_responses/draxlr-review-12746100)

### [Apache Superset](https://www.g2.com/products/apache-superset/reviews)

Apache Superset is an open-source data exploration and visualization platform designed to handle data at scale. It enables users to create interactive dashboards and perform complex data analyses with ease. Superset supports a wide range of data sources and integrates seamlessly with various databases, making it a versatile tool for data professionals. Key Features and Functionality: - Interactive Dashboards: Build and customize dashboards with a variety of visualization options to represent data effectively. - SQL IDE: Utilize a rich SQL editor with syntax highlighting and autocomplete features for efficient query writing. - Extensive Database Support: Connect to numerous databases, including relational and non-relational systems, through a robust connector framework. - Security and Authentication: Implement granular access control and integrate with various authentication backends to ensure data security. - Scalability: Designed to scale out to large, distributed environments, accommodating the needs of growing organizations. Primary Value and User Solutions: Apache Superset empowers organizations to make data-driven decisions by providing an intuitive platform for data visualization and exploration. It addresses the need for a scalable and flexible tool that can integrate with diverse data sources, allowing users to derive insights without extensive technical expertise. By offering a user-friendly interface and powerful features, Superset enhances productivity and facilitates a deeper understanding of complex datasets.

**Average Rating:** 4.4/5.0

**Total Reviews:** 50

#### How Do G2 Users Rate Apache Superset?

- **Has the product been a good partner in doing business?:** 9.1/10 (Category avg: 9.1/10)
- **Steps to Answer:** 8.5/10 (Category avg: 8.4/10)
- **Reports Interface:** 8.9/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.9/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Apache Superset?

- **Seller:** [The Apache Software Foundation (ASF)](https://www.g2.com/sellers/the-apache-software-foundation-asf)
- **Year Founded:** 2014
- **HQ Location:** Ilford, GB
- **Twitter:** @YobitelComm  
195 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=776eeaf7e951f8fe439966b43c736de9dd3d0f91f1deac7f0df8b45061ceb11e&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fapache-superset%2F&secure%5Burl_type%5D=linkedin_company_website)  
2 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Financial Services, Computer Software
- **Company Size:** 45% Medium, 34% Small

#### What Do G2 Reviewers Say About Apache Superset?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of Apache Superset, finding it both simple and powerful for data access.
- Users value the **automation of reports** , finding it easy to use and efficient for sharing insights.
- Users praise the **ease of understanding** of Apache Superset, making it simple to use for everyone.
- Users find Apache Superset to offer **easy access** to data, balancing simplicity with powerful functionality.
- Users love the **speed** of Apache Superset, finding it easy and powerful for quick data access.

##### Cons

- Users report experiencing **slow performance** with Apache Superset, as queries sometimes hang during execution.
- Users experience **SQL execution issues** with Apache Superset, as queries can hang and cause frustration.
- Users find that the **visualization lacks interactivity** , which hampers their overall experience with Apache Superset.

#### What Are Recent G2 Reviews of Apache Superset?

**["Superset’s Simple, Beginner-Friendly Experience"](https://www.g2.com/survey_responses/apache-superset-review-9053153)**

**Rating:** 5.0/5.0 stars

_— Dilaksha A._

[Read full review](https://www.g2.com/survey_responses/apache-superset-review-9053153)

**["Flexible Integrations and Plenty of Plugin Options"](https://www.g2.com/survey_responses/apache-superset-review-8914777)**

**Rating:** 4.5/5.0 stars

_— Subrat Kumar S._

[Read full review](https://www.g2.com/survey_responses/apache-superset-review-8914777)

#### What Are G2 Users Discussing About Apache Superset?

- [Is Apache superset good?](https://www.g2.com/discussions/is-apache-superset-good) - 2 comments
- [What is Apache superset written in?](https://www.g2.com/discussions/what-is-apache-superset-written-in)
- [What is Superset software?](https://www.g2.com/discussions/what-is-superset-software) - 1 comment
- [What can you do with Apache superset?](https://www.g2.com/discussions/what-can-you-do-with-apache-superset) - 1 comment, 1 upvote

### [Mode](https://www.g2.com/products/mode-mode/reviews)

Mode is the first BI platform to embrace the way modern data teams work, which enables data leaders to drive more efficient, higher impact analysis and increased data maturity through true self-service. As the unified intelligence layer, Mode maximizes modern data stack ROI and turns data into a competitive advantage for leading businesses across all sectors and stages.

**Average Rating:** 4.5/5.0

**Total Reviews:** 319

#### How Do G2 Users Rate Mode?

- **Has the product been a good partner in doing business?:** 9.1/10 (Category avg: 9.1/10)
- **Steps to Answer:** 8.1/10 (Category avg: 8.4/10)
- **Reports Interface:** 8.7/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.3/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Mode?

- **Seller:** [Mode Analytics, Inc.](https://www.g2.com/sellers/mode-analytics-inc)
- **Year Founded:** 2013
- **HQ Location:** San Francisco, California
- **Twitter:** @ModeAnalytics  
6,658 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=3be0d9aafcf11a5779287e5805d5fa06e4f5684f93b64bb576a5bd9f7cf1adf3&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F3307518%2F&secure%5Burl_type%5D=linkedin_company_website)  
690 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Data Scientist, Data Analyst
- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 47% Medium, 29% Large

#### What Do G2 Reviewers Say About Mode?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **balance between analytics and self-service exploration** , enhancing visibility and usability across the organization.
- Users value the **customization options** in Mode, enhancing usability for diverse roles and improving feature tracking.
- Users find Mode's **ease of implementation** enhanced by SSO, facilitating organization-wide access and feature tracking.
- Users appreciate the **ease of use** in Mode, benefiting from its clear interface and seamless implementation.
- Users value the **efficiency** of Mode, benefiting from its clear visibility and useful scheduling options for data tracking.

##### Cons

- Users find **complex setup** challenging, especially for less technical individuals needing considerable administrator support for integration.
- Users find **complex usage** challenging, particularly for those less technical, needing significant admin support for integration.
- Users find **on-boarding less technical users** challenging, as it requires significant admin support for data integration.
- Users find **difficult learning** for less technical users, requiring significant admin support for effective onboarding.
- Users find **initial difficulty** onboarding less technical users, requiring admin support for source authentication despite easy integration.

#### What Are Recent G2 Reviews of Mode?

**["Outstanding!"](https://www.g2.com/survey_responses/mode-review-7980594)**

**Rating:** 5.0/5.0 stars

_— Stephan R._

[Read full review](https://www.g2.com/survey_responses/mode-review-7980594)

**["Powerful and Flexible platform for data driven decision making"](https://www.g2.com/survey_responses/mode-review-11476277)**

**Rating:** 4.5/5.0 stars

_— Gopi k._

[Read full review](https://www.g2.com/survey_responses/mode-review-11476277)

### [Intellicus](https://www.g2.com/products/intellicus/reviews)

Intellicus helps organizations put their data to work and helps business leaders gain actionable insights. Driven by AI, auto ML and sophisticated machine learning models, Intellicus helps CXOs use data to accelerate their growth. Intellicus Technologies tailor solutions based on your needs, instead of retrofitting them to ‘customizable’ one-size-fits-all solutions. Intellicus offers end-to-end data integration through ETL, integrating sophisticated databases, ERP solutions, legacy systems, telephony, ACDs till flat file systems into a data warehouse that becomes the single source of truth. Intellicus’ self-serve reporting, OLAP capabilities and interactive analytics dashboards allow users to drill down & drill up, zoom out or slice-and-dice data to create a 360-degree view of the business. Auto-ML based what-if predictions deliver power and agility to small and large enterprises so that they can make business critical decisions based on science. Ready to take the next step in your digital transformation? Write to marketing@intellicus.com today

**Average Rating:** 4.6/5.0

**Total Reviews:** 119

#### How Do G2 Users Rate Intellicus?

- **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 9.1/10)
- **Steps to Answer:** 8.3/10 (Category avg: 8.4/10)
- **Reports Interface:** 8.7/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.3/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Intellicus?

- **Seller:** [Intellicus Technologies](https://www.g2.com/sellers/intellicus-technologies)
- **Company Website:** www.intellicus.com
- **Year Founded:** 2004
- **HQ Location:** Los Gatos, CA
- **Twitter:** @Intellicus  
277 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=fc07f0f0ad8078ef7bf3668fb492fde78637e65e9a468217a08fcf623e67cc5e&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fintellicus-technologies&secure%5Burl_type%5D=linkedin_company_website)  
241 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 59% Medium, 23% Large

#### What Do G2 Reviewers Say About Intellicus?

_AI-generated summary from verified user reviews_

##### Pros

- Users find the **reporting capabilities** of Intellicus efficient and user-friendly, enhancing their data management experience.
- Users value the **ease of use** of Intellicus, enhancing workflow efficiency and streamlining data management tasks effectively.
- Users value the **ease of dashboard customization** in Intellicus, enabling tailored insights for diverse management levels.
- Users appreciate the **end-to-end data analysis solutions** of Intellicus, enhancing efficiency in data processing and integration.
- Users value the **advanced data visualization capabilities** of Intellicus, enhancing their business intelligence and decision-making efforts.

##### Cons

- Users find the **complex usability** of Intellicus challenging, especially with advanced features and initial setup requiring technical knowledge.
- Users find certain features of Intellicus **difficult to learn** , impacting the overall user experience and efficiency.
- Users find the **learning curve steep** with Intellicus, as advanced features and scripting are not immediately intuitive.
- Users find Intellicus's **complex interface** overwhelming initially, requiring time to master before fully utilizing its features.
- Users find the **learning difficulty** of Intellicus challenging due to complex features and initial technical understanding required.

#### What Are Recent G2 Reviews of Intellicus?

**["Excellent for Data Engineering and Visualization"](https://www.g2.com/survey_responses/intellicus-review-11985902)**

**Rating:** 5.0/5.0 stars

_— Abhishek D._

[Read full review](https://www.g2.com/survey_responses/intellicus-review-11985902)

**["A Powerful BI & Reporting Platform"](https://www.g2.com/survey_responses/intellicus-review-7654115)**

**Rating:** 5.0/5.0 stars

_— Jaswanth S._

[Read full review](https://www.g2.com/survey_responses/intellicus-review-7654115)

#### What Are G2 Users Discussing About Intellicus?

- [What is Intellicus used for?](https://www.g2.com/discussions/what-is-intellicus-used-for) - 1 comment, 1 upvote

### [Count](https://www.g2.com/products/count/reviews)

Count is a modern data collaboration platform that helps data teams actually work together. It combines a data notebook with a real-time collaborative canvas for analysis and visualisation, so everyone can query, debug, and explore data in one place. Count replaces the mess of disconnected tools with a single workspace where analysts, engineers, and stakeholders can write SQL or Python, build visualisations, and share insights instantly. You can import and debug dbt models, see live results from connected CTEs, and export back to dbt Cloud, GitHub, or full SQL scripts. Used by over 500 data teams, including Accenture, Cleo AI, and Too Good To Go, Count helps teams move beyond static dashboards and focus on solving real business problems. It’s data collaboration that actually works.

**Average Rating:** 4.8/5.0

**Total Reviews:** 103

#### How Do G2 Users Rate Count?

- **Has the product been a good partner in doing business?:** 9.5/10 (Category avg: 9.1/10)
- **Steps to Answer:** 8.5/10 (Category avg: 8.4/10)
- **Reports Interface:** 8.5/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.8/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Count?

- **Seller:** [Count Technologies](https://www.g2.com/sellers/count-technologies)
- **Company Website:** count.co
- **Year Founded:** 2016
- **HQ Location:** London, United Kingdom
- **Twitter:** @counthq  
2,104 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=0956a6d964e88b30e56b745e48884aede87f2b5b2e3f6bde528e191321aec5b7&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcounthq%2F&secure%5Burl_type%5D=linkedin_company_website)  
26 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Data Analyst, Analytics Engineer
- **Top Industries:** Financial Services, Information Technology and Services
- **Company Size:** 79% Medium, 11% Large

#### What Do G2 Reviewers Say About Count?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **collaborative approach** of Count, enhancing teamwork and real-time data sharing effectively.
- Users value the **ease of use** in Count, simplifying data exploration and enhancing collaboration with intuitive tools.
- Users highlight the **responsive customer support** of Count, appreciating quick assistance and a supportive community.
- Users appreciate the **flexibility** of Count, allowing easy data analysis and collaboration for everyone, regardless of technical skills.
- Users praise Count for its **powerful data visualization capabilities** , enhancing exploratory analysis and collaborative reporting effortlessly.

##### Cons

- Users struggle with the **steep learning curve** of Count, especially those unfamiliar with canvas tools like Figma.
- Users experience **slow performance** with large canvases in Count, making navigation and updates frustrating at times.
- Users feel the product has **limited customization options** , hindering their ability to create tailored reports and visuals.
- Users find **missing features** like natural-language queries and basic visuals limit Count's usability and flexibility.
- Users experience **layout issues** that can lead to cluttered canvases, impacting navigation and data exploration workflows.

#### What Are Recent G2 Reviews of Count?

**["Flexible, User-Friendly Collaboration for SQL & Python Analysis with Solid LLM Integration"](https://www.g2.com/survey_responses/count-review-12870160)**

**Rating:** 4.5/5.0 stars

_— Timothy L._

[Read full review](https://www.g2.com/survey_responses/count-review-12870160)

**["Count Streamlines SQL, Python, and Collaborative Data Storytelling"](https://www.g2.com/survey_responses/count-review-13126061)**

**Rating:** 4.5/5.0 stars

_— Ravindra N._

[Read full review](https://www.g2.com/survey_responses/count-review-13126061)

### [Databox](https://www.g2.com/products/databox-databox/reviews)

Databox is an AI-powered business intelligence and analytics platform for teams that need clear, trusted answers fast. It helps growing companies and agencies move from dashboards to decisions by connecting directly to the tools they already use, standardizing metrics, and making performance easier to understand in the moment. Here is what teams can do with Databox: - Connect: Sync all your data from 130+ software tools, APIs, databases, or custom spreadsheets in seconds. - Prepare data: Curate, prepare, and merge raw data from multiple sources into datasets and analyze with more depth, confidence, and clarity later. - Genie, AI-Analyst: Ask questions about your performance and get clear, contextual answers in seconds. - Metrics & KPIs: Track all your company's metrics and KPIs in one place. - Dashboards: Visualize performance in real-time with interactive dashboards (custom or pre-built templates) you can share with anyone. - Reports: Create custom presentations of your data that update automatically. - Goals: Set realistic goals based on historical data, monitor your progress, then achieve them. - Forecast: Forecast what future performance will be for any metric, and see the best and worst-case scenarios. More than 20,000 growing businesses and agencies use Databox to align teams, save time, and inform predictable growth. Databox is SOC 2 certified, so your data stays secure and your team can move fast with confidence.

**Average Rating:** 4.4/5.0

**Total Reviews:** 189

#### How Do G2 Users Rate Databox?

- **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 9.1/10)
- **Steps to Answer:** 8.5/10 (Category avg: 8.4/10)
- **Reports Interface:** 9.0/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.6/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Databox?

- **Seller:** [Databox](https://www.g2.com/sellers/databox)
- **Year Founded:** 2012
- **HQ Location:** Boston, MA
- **Twitter:** @databoxHQ  
7,310 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=f172a6011d0bfbb22e5f109ad1f9171366088072fa1b3d0644f995a6db841d22&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2394209%2F&secure%5Burl_type%5D=linkedin_company_website)  
114 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Founder, Marketing Manager
- **Top Industries:** Marketing and Advertising, Computer Software
- **Company Size:** 71% Small, 21% Medium

#### What Do G2 Reviewers Say About Databox?

_AI-generated summary from verified user reviews_

##### Pros

- Users enjoy the **ease of use** of Databox, finding it simple to implement and integrate with various tools.
- Users appreciate the **seamless integrations** of Databox, facilitating easy access to crucial business metrics in one place.
- Users appreciate the **easy integrations** of Databox, simplifying access to critical business metrics across multiple platforms.
- Users praise Databox for its **world-class customer support** , enhancing their experience with the product significantly.
- Users value the **impressive AI summary feature** of Databox, enhancing the insightfulness and timeliness of reports.

##### Cons

- Users find that Databox has **connection issues** as it lacks integrations for specific industries, limiting its usability.
- Users find **connectivity issues** as Databox lacks certain industry-specific connections, impacting its overall functionality.
- Users find the pricing of Databox **excessively high** , with misleading charges leading to frustration and lost trust.
- Users find the **expensive pricing** and deceptive billing practices of Databox frustrating and damaging to customer trust.
- Users find the **learning curve steep** initially, which may hinder quick adaptation to Databox's features.

#### What Are Recent G2 Reviews of Databox?

**["Game-Changer for Reporting and Performance Tracking"](https://www.g2.com/survey_responses/databox-review-11137623)**

**Rating:** 5.0/5.0 stars

_— Marc W._

[Read full review](https://www.g2.com/survey_responses/databox-review-11137623)

**["Efficient Reporting but Needs Broader Integrations"](https://www.g2.com/survey_responses/databox-review-12676478)**

**Rating:** 4.0/5.0 stars

_— Stephanie O._

[Read full review](https://www.g2.com/survey_responses/databox-review-12676478)

### [Bold Reports](https://www.g2.com/products/bold-reports/reviews)

Bold Reports® by Syncfusion® is a modern self-service and embedded reporting solution that empowers organizations to design, manage, and deliver pixel-perfect, paginated reports with ease. It supports both RDL and RDLC formats, offering full compatibility and flexibility for enterprise reporting needs. With support for embedding in over 10 application platforms, including JavaScript, Angular, React, Blazor, and ASP.NET Core, Bold Reports seamlessly integrates into any tech stack. Bold Reports serves a wide range of users—from individual developers and small teams to large enterprises and government organizations—offering scalable solutions with export options that include PDF, Excel, Word, PowerPoint, and HTML. With an intuitive, WYSIWYG, drag-and-drop Report Designer, users of all skill levels can create interactive, rich reports using a wide array of 40+ report items: charts, tables, matrices, gauges, maps, barcodes, sparklines, and more. It supports over 30 data connectors, including SQL databases, Excel files, REST APIs, cloud services, and the Bold Data Hub for centralized data management. Backed by the end-to-end expert support of Syncfusion®, Bold Reports is ideal for organizations looking to scale their reporting with speed and intelligence. Customers benefit from 24/5 assistance from onboarding to full implementation through free, scheduled support calls, live chat, and email. Note: Older reviews may reference the product’s previous name, “Syncfusion® Report Platform.”

**Average Rating:** 4.1/5.0

**Total Reviews:** 57

#### How Do G2 Users Rate Bold Reports?

- **Has the product been a good partner in doing business?:** 8.7/10 (Category avg: 9.1/10)
- **Steps to Answer:** 7.5/10 (Category avg: 8.4/10)
- **Reports Interface:** 8.3/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.2/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Bold Reports?

- **Seller:** [Syncfusion](https://www.g2.com/sellers/syncfusion)
- **Company Website:** www.syncfusion.com
- **Year Founded:** 2001
- **HQ Location:** Morrisville, North Carolina
- **Twitter:** @Syncfusion  
11,907 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=819bbd3d7046da28d101a1e5cf5794e766a9f74c4edf4d097116f83e77cc93b3&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F123064%2F&secure%5Burl_type%5D=linkedin_company_website)  
2,709 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 57% Small, 33% Medium

#### What Do G2 Reviewers Say About Bold Reports?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **ease of use** of Bold Reports, appreciating its intuitive design and seamless integration capabilities.
- Users praise the **excellent customer support** from Bold Reports, ensuring prompt assistance with any issues encountered.
- Users value the **easy integrations** of Bold Reports, enhancing flexibility and streamlining report creation with various applications.
- Users enjoy the **robust report generation capabilities** of Bold Reports, enhancing flexibility and usability in applications.
- Users praise the **seamless integration** of Bold Reports, enhancing flexibility and ease within their applications.

##### Cons

- Users find the **learning difficulty** challenging, with a steep curve and complicated setup processes at first.
- Users find the **slow performance** of Bold Reports frustrating, especially with large reports and interface challenges.
- Users report **issues with the report generation and documentation** , causing complications and slowing down development.
- Users often face **bugs and glitches** with Bold Reports, impacting functionality and the overall experience.
- Users find the **setup process for Bold Reports to be convoluted** , making initial use challenging and frustrating.

#### What Are Recent G2 Reviews of Bold Reports?

**["Fast, Flexible & Fantastic Value!"](https://www.g2.com/survey_responses/bold-reports-review-12761102)**

**Rating:** 5.0/5.0 stars

_— Matthew R._

[Read full review](https://www.g2.com/survey_responses/bold-reports-review-12761102)

**["Bold Reports Streamlined Our Reporting with Flexible Design and Automation"](https://www.g2.com/survey_responses/bold-reports-review-13161419)**

**Rating:** 5.0/5.0 stars

_— Jonathan K._

[Read full review](https://www.g2.com/survey_responses/bold-reports-review-13161419)

#### What Are G2 Users Discussing About Bold Reports?

- [What is Bold Reports used for?](https://www.g2.com/discussions/what-is-bold-reports-used-for) - 1 comment

### [Autonmis](https://www.g2.com/products/autonmis/reviews)

𝗔𝘂𝘁𝗼𝗻𝗺𝗶𝘀 - 𝗔𝗜 𝘁𝗼 𝗲𝗹𝗶𝗺𝗶𝗻𝗮𝘁𝗲 𝗯𝘂𝘀𝗶𝗻𝗲𝘀𝘀 𝗼𝗽𝘀 𝗳𝗮𝗶𝗹𝘂𝗿𝗲𝘀 Operations run the business. Yet most teams still rely on spreadsheets, siloed systems, and delayed reports to track issues - creating blind spots across workflows, compliance, and outcomes. 𝗔𝘂𝘁𝗼𝗻𝗺𝗶𝘀 𝗳𝗶𝗹𝗹𝘀 𝘁𝗵𝗮𝘁 𝗺𝗶𝘀𝘀𝗶𝗻𝗴 𝗹𝗮𝘆𝗲𝗿: 𝗕𝘂𝘀𝗶𝗻𝗲𝘀𝘀 𝗢𝗽𝘀 𝗜𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝗰𝗲. We plug into your existing tools and workflows, learn what “healthy operations” look like, and help your team detect, diagnose, and de-risk problems in real time: 𝗗𝗲𝘁𝗲𝗰𝘁: Stuck files, delays, mismatches, and broken workflows as they happen. 𝗗𝗶𝗮𝗴𝗻𝗼𝘀𝗲: Root causes across systems, not just surface-level tickets. 𝗗𝗲-𝗿𝗶𝘀𝗸: Early signals on operational, regulatory, customer, or revenue impact. Autonmis doesn’t replace your tools - it connects and illuminates them, giving your team clear visibility, audit-ready insights, and the freedom to focus on impact, not firefighting. For teams of any size managing critical operations, 𝗔𝘂𝘁𝗼𝗻𝗺𝗶𝘀 𝗯𝗲𝗰𝗼𝗺𝗲𝘀 𝘁𝗵𝗲 𝘀𝘆𝘀𝘁𝗲𝗺 𝗯𝗲𝗵𝗶𝗻𝗱 𝘀𝗺𝗼𝗼𝘁𝗵𝗲𝗿, 𝗳𝗮𝘀𝘁𝗲𝗿, 𝗮𝗻𝗱 𝗺𝗼𝗿𝗲 𝗿𝗲𝗹𝗶𝗮𝗯𝗹𝗲 - 𝗶𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝘁 𝗯𝘂𝘀𝗶𝗻𝗲𝘀𝘀 𝗼𝗽𝗲𝗿𝗮𝘁𝗶𝗼𝗻𝘀.

**Average Rating:** 4.6/5.0

**Total Reviews:** 17

#### How Do G2 Users Rate Autonmis?

- **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 9.1/10)
- **Steps to Answer:** 9.2/10 (Category avg: 8.4/10)
- **Reports Interface:** 9.8/10 (Category avg: 8.7/10)
- **Calculated Fields:** 9.7/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Autonmis?

- **Seller:** [Autonmis](https://www.g2.com/sellers/autonmis)
- **Year Founded:** 2024
- **HQ Location:** Bangalore, IN
- **Twitter:** @helloautonmis  
7 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=64b0b1dbf1d69936212a17c7cdcd1947d00b214581b8ecc22d585ea91b87f741&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fautonmis%2F&secure%5Burl_type%5D=linkedin_company_website)  
8 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software
- **Company Size:** 76% Small, 24% Medium

#### What Do G2 Reviewers Say About Autonmis?

_AI-generated summary from verified user reviews_

##### Pros

- Users highlight the **efficiency** of Autonmis' ETL pipelines, significantly streamlining data processes and enhancing productivity.
- Users appreciate the **ease of use** of Autonmis, simplifying workflows and enabling smooth data transitions effortlessly.
- Users appreciate how Autonmis offers **time-saving capabilities** by streamlining data workflows and reducing manual efforts significantly.
- Users value the **easy integrations** of Autonmis, enhancing collaboration and streamlining data analysis workflows efficiently.
- Users value the **AI-powered query optimization** , significantly improving efficiency and productivity across their analytics tasks.

##### Cons

- Users find the **poor visualization** options limiting, hindering effective data representation and customization in Autonmis.
- Users note the **missing features** in Autonmis, particularly in advanced analytics and customization for workflows.
- Users note the **limited chart functionality** , suggesting enhancements for a more intuitive and user-friendly visualization experience.
- Users find the **limited customization** of Autonmis restricts their ability to tailor workflows effectively.
- Users face **dependency issues** with Autonmis, finding chart creation and dashboard building less intuitive than desired.

#### What Are Recent G2 Reviews of Autonmis?

**["All-in-one data workflow platform that actually saves time"](https://www.g2.com/survey_responses/autonmis-review-12576096)**

**Rating:** 4.5/5.0 stars

_— Sujal K._

[Read full review](https://www.g2.com/survey_responses/autonmis-review-12576096)

**["All-in-One Platform That Streamlines Analytics with AI"](https://www.g2.com/survey_responses/autonmis-review-12688510)**

**Rating:** 4.5/5.0 stars

_— Ansh S._

[Read full review](https://www.g2.com/survey_responses/autonmis-review-12688510)

### [Metabase](https://www.g2.com/products/metabase/reviews)

Metabase is the easy-to-use, open source Business Intelligence tool that lets everyone work with data, with or without SQL, for internal and customer-facing, embedded analytics. Install and setup in 5 minutes. Works with what’s already in your data stack, including SQL and NoSQL databases, from PostgreSQL to MongoDB. Let your whole team explore data on their own, create charts, interactive dashboards, and set up subscriptions and alerts - even to people outside of your org. The native SQL editor and advanced data tools will win over your data team. From Open Source (Always Free) to Enterprise, from Metabase Cloud to self-hosted, Metabase has everything you need scale with you with a number of affordable plans. Try free for 14 days.

**Average Rating:** 4.4/5.0

**Total Reviews:** 145

#### How Do G2 Users Rate Metabase?

- **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 9.1/10)
- **Steps to Answer:** 8.5/10 (Category avg: 8.4/10)
- **Reports Interface:** 8.9/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.3/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Metabase?

- **Seller:** [Metabase](https://www.g2.com/sellers/metabase)
- **Year Founded:** 2014
- **HQ Location:** Lucknow, Uttar Pradesh
- **Twitter:** @metabase  
8,751 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=94418dbc300e8479fc3f8566a1b23e8156a6f27eaab8dead6f485ada856cfd18&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F6460313%2F&secure%5Burl_type%5D=linkedin_company_website)  
129 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Product Manager, Business Analyst
- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 52% Medium, 34% Small

#### What Do G2 Reviewers Say About Metabase?

_AI-generated summary from verified user reviews_

##### Pros

- Users find Metabase to be **extremely easy to use** , facilitating quick report generation and simplified data exploration.
- Users find Metabase's **implementation ease** remarkable, allowing quick data insights without complexity or heavy setup.
- Users value the **intuitive interface** of Metabase, making data access and report generation effortless for everyone.
- Users commend Metabase for its **user-friendly data visualization** , enabling easy chart creation for all team members.
- Users praise the **easy setup** of Metabase, allowing quick connections to databases without complex configurations.

##### Cons

- Users experience **slow performance** with Metabase, especially during high query volumes and with large datasets.
- Users note the **missing features** in Metabase, particularly in visualizations and lack of integrated AI assistance.
- Users often experience **slow loading times** with Metabase, causing queries to time out and dashboards to lag.
- Users experience **performance issues** with Metabase, including lag and slow processing speeds, especially with large datasets.
- Users feel that the **dashboard creation UI could be improved** for better visualization and chart options.

#### What Are Recent G2 Reviews of Metabase?

**["Intuitive, Cost-Effective BI That Streamlines Dashboards and Reporting"](https://www.g2.com/survey_responses/metabase-review-12056142)**

**Rating:** 4.0/5.0 stars

_— BHARAT SINGH B._

[Read full review](https://www.g2.com/survey_responses/metabase-review-12056142)

**["User-Friendly and Developer-Friendly BI Tool That’s Easy to Get Started With"](https://www.g2.com/survey_responses/metabase-review-12552560)**

**Rating:** 4.5/5.0 stars

_— SAURABH B._

[Read full review](https://www.g2.com/survey_responses/metabase-review-12552560)

#### What Are G2 Users Discussing About Metabase?

- [What are the benefits and drawbacks of using Metabase for your data visualization needs?](https://www.g2.com/discussions/what-are-the-benefits-and-drawbacks-of-using-metabase-for-your-data-visualization-needs)
- [What is Metabase used for?](https://www.g2.com/discussions/metabase-what-is-metabase-used-for) - 1 comment
- [Is Metabase secure?](https://www.g2.com/discussions/is-metabase-secure) - 1 comment, 1 upvote
- [Who uses Metabase?](https://www.g2.com/discussions/who-uses-metabase)
- [Is Metabase free?](https://www.g2.com/discussions/is-metabase-free) - 2 comments

### [Klipfolio](https://www.g2.com/products/klipfolio/reviews)

Klipfolio Klips is a dashboard and reporting platform that lets you build real-time, pixel-perfect data visualizations and distribute powerful custom dashboards and reports. It allows teams and businesses to connect, model, and visualize data from multiple sources in one place, helping your team or your clients make informed, data-driven decisions. Product Category Klips falls under the category of business intelligence and dashboard software, specifically designed to create dynamic, customizable data visualizations. It focuses on empowering small and mid-sized businesses with accessible, real-time analytics to unify their data for better insights and performance tracking. Klipfolio Klips is ideal for: - Small and Mid-Sized Businesses: Teams looking for a cost-effective way to gain actionable insights and improve decision-making with custom dashboards. - Data Analysts: Professionals who need flexible tools to model, visualize, and distribute metrics to stakeholders. - Client-Focused Organizations: Agencies or teams who want to create professional, branded dashboards for their clients. Klipfolio Klips helps businesses gain a single source of truth for their data with: - Real-Time Dashboards: Build highly customizable dashboards that update in real-time to track business performance. - Wide Data Integration: Connect to hundreds of services, APIs, databases, and spreadsheets for seamless data aggregation. - Data Modeling Tools: Transform, combine, and format data within Klipfolio to prepare it for analysis. - Customizable Visualizations: Create pixel-perfect charts, graphs, and visualizations tailored to your unique needs. - Accessible Reports: Share insights through PDF reports, scheduled emails, or published dashboard links for external access. - With Klips, teams can centralize their data, ensure consistency, and access insights anytime, anywhere, helping them make smarter, more informed decisions.

**Average Rating:** 4.5/5.0

**Total Reviews:** 240

#### How Do G2 Users Rate Klipfolio?

- **Has the product been a good partner in doing business?:** 9.3/10 (Category avg: 9.1/10)
- **Steps to Answer:** 8.4/10 (Category avg: 8.4/10)
- **Reports Interface:** 8.9/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.5/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Klipfolio?

- **Seller:** [Klipfolio](https://www.g2.com/sellers/klipfolio)
- **Year Founded:** 2001
- **HQ Location:** Ottawa, ON
- **Twitter:** @klipfolio  
4,430 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=bdbfe13f7d563b133d241982c25b0227b9bd2fccfa97025535318a7c9bc57878&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fklipfolio%2F&secure%5Burl_type%5D=linkedin_company_website)  
29 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Data Analyst
- **Top Industries:** Marketing and Advertising, Computer Software
- **Company Size:** 55% Small, 36% Medium

#### What Do G2 Reviewers Say About Klipfolio?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **seamless integrations** of Klipfolio, enabling smooth connections with various data sources effortlessly.
- Users value the **responsive customer support** of Klipfolio, which ensures they never feel stuck with issues.
- Users praise Klipfolio for its **ease of understanding** , allowing quick setup and smooth integration with data sources.
- Users find Klipfolio easy to use with **smooth connectivity** to data sources and excellent support when needed.
- Users find Klipfolio's **intuitive design** and clean UI greatly enhance their experience and integration capabilities.

##### Cons

- Users find the **limited chart functionality** of Klipfolio restricts advanced data analysis compared to other tools.

#### What Are Recent G2 Reviews of Klipfolio?

**["Klipfolio Review"](https://www.g2.com/survey_responses/klipfolio-review-11750230)**

**Rating:** 5.0/5.0 stars

_— sumeet y._

[Read full review](https://www.g2.com/survey_responses/klipfolio-review-11750230)

**["Recruiting and workforce data finally live in one shared view"](https://www.g2.com/survey_responses/klipfolio-review-13167850)**

**Rating:** 4.5/5.0 stars

_— Anna H._

[Read full review](https://www.g2.com/survey_responses/klipfolio-review-13167850)

#### What Are G2 Users Discussing About Klipfolio?

- [What is Klipfolio used for?](https://www.g2.com/discussions/what-is-klipfolio-used-for)

### [panintelligence](https://www.g2.com/products/panintelligence/reviews)

Expand ARR and accelerate your product roadmap with secure, Generative Business Intelligence (GenBI). At Panintelligence, we bring over 10 years of expertise in helping 400+ global customers unlock deeper insights, reduce technical debt, and drive data-driven growth. Our platform seamlessly integrates with your existing data infrastructure, providing your users with an intuitive, immersive experience. Low Code for Developers: We minimize development effort, allowing your team to focus on innovation and accelerate your roadmap. No Code for Users: We empower users to explore data independently, leveraging Generative BI to surface insights without technical expertise. By embedding Panintelligence, you enable self-service analytics while future-proofing your platform. Our partnership-driven approach ensures your business stays ahead with secure, scalable, and cutting-edge GenBI. Unlock the full potential of your data with Panintelligence – the Generative BI leader for organizations worldwide.

**Average Rating:** 4.4/5.0

**Total Reviews:** 49

#### How Do G2 Users Rate panintelligence?

- **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.1/10)
- **Steps to Answer:** 8.6/10 (Category avg: 8.4/10)
- **Reports Interface:** 8.2/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.8/10 (Category avg: 8.5/10)

#### Who Is the Company Behind panintelligence?

- **Seller:** [Panintelligence](https://www.g2.com/sellers/panintelligence)
- **Company Website:** www.panintelligence.com
- **Year Founded:** 2014
- **HQ Location:** Leeds
- **Twitter:** @panintelligence  
2,056 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=e21095aa48002ab7fedd5cdbd96323245dadbf1cc07c0218149fae3c4cc80307&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fpanintelligence%2F&secure%5Burl_type%5D=linkedin_company_website)  
34 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 43% Medium, 39% Small

#### What Do G2 Reviewers Say About panintelligence?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **outstanding customer support** from Panintelligence, fostering a genuine partnership in their data journey.
- Users appreciate the **ease of use** of Panintelligence, enabling quick insights and efficient data-driven decision-making.
- Users value the **user-friendly analytics** of Panintelligence, enabling effective data visualization and quick insights.
- Users value the **flexibility in customizing charts and dashboards** , enhancing relevance for different departments and clients.
- Users appreciate the **flexibility of dashboard customization** in Panintelligence, tailoring visuals to meet diverse needs and preferences.

##### Cons

- Users express dissatisfaction with the **limited customization** options in Panintelligence, affecting user experience and chart styles.
- Users find that the **learning difficulty** of Panintelligence complicates setup and understanding of charts and modules.
- Users find the **limited chart functionality** frustrating, making advanced visualizations time-consuming and challenging to configure.
- Users find **limited visualization** options in panintelligence, which affects interactivity and customization capabilities.
- Users find the **missing features** in Panintelligence, particularly in customization and advanced capabilities, disappointing.

#### What Are Recent G2 Reviews of panintelligence?

**["User-Friendly BI Platform with Excellent Support and Seamless Integration"](https://www.g2.com/survey_responses/panintelligence-review-12088298)**

**Rating:** 4.0/5.0 stars

_— Verified User in Electrical/Electronic Manufacturing_

[Read full review](https://www.g2.com/survey_responses/panintelligence-review-12088298)

**["The Panintelligence team are incredibly helpful, easy to work with, and always quick to respond."](https://www.g2.com/survey_responses/panintelligence-review-11387943)**

**Rating:** 4.0/5.0 stars

_— Stewart B._

[Read full review](https://www.g2.com/survey_responses/panintelligence-review-11387943)

#### What Are G2 Users Discussing About panintelligence?

- [What is panintelligence used for?](https://www.g2.com/discussions/what-is-panintelligence-used-for)

### [ibi WebFOCUS](https://www.g2.com/products/ibi-webfocus/reviews)

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: 9.1/10)
- **Steps to Answer:** 8.0/10 (Category avg: 8.4/10)
- **Reports Interface:** 8.7/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.4/10 (Category avg: 8.5/10)

#### Who Is the Company Behind ibi WebFOCUS?

- **Seller:** [ibi](https://www.g2.com/sellers/ibi-c9a17c70-0d20-476a-899c-480706dd4ce4)
- **Year Founded:** 1975
- **HQ Location:** Fort Lauderdale, FL
- **Twitter:** @infobldrs  
32,864 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=e6ec665aed25a6d5dc4c047c5bd36b0b3f44507b76b9fcddfe83a0ea77d3a1e4&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Finformation-builders%2F&secure%5Burl_type%5D=linkedin_company_website)  
894 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?

**["WebFOCUS - Best Product for Analytics"](https://www.g2.com/survey_responses/ibi-webfocus-review-4278981)**

**Rating:** 4.5/5.0 stars

_— Sanford K._

[Read full review](https://www.g2.com/survey_responses/ibi-webfocus-review-4278981)

**["MAKES DATA EASY!!!"](https://www.g2.com/survey_responses/ibi-webfocus-review-719271)**

**Rating:** 5.0/5.0 stars

_— Jill M._

[Read full review](https://www.g2.com/survey_responses/ibi-webfocus-review-719271)

#### What Are G2 Users Discussing About ibi WebFOCUS?

- [What is TIBCO WebFOCUS used for?](https://www.g2.com/discussions/what-is-tibco-webfocus-used-for)

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