# Best Analytics Platforms - Page 3

## 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=29364&focus%5B%5D=1213&focus%5B%5D=10470&focus%5B%5D=1327283&focus%5B%5D=989&focus%5B%5D=604&focus%5B%5D=5048&focus%5B%5D=27024)

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

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=kyvos-semantic-layer)

**Sponsored**

### Alteryx

Alteryx, through it's Alteryx One platform, helps enterprises transform complex, disconnected data into a clean, AI-ready state. Whether you’re creating financial forecasts, analyzing supplier performance, segmenting customer data, analyzing employee retention, or building competitive AI applications from your proprietary data, Alteryx One makes it easy to cleanse, blend, and analyze data to unlock the unique insights that drive impactful decisions. AI-Guided Analytics Alteryx automates and simplifies every stage of data preparation and analysis, from validation and enrichment to predictive analytics and automated insights. Incorporate generative AI directly into your workflows to streamline complex data tasks and generate insights faster. Unmatched flexibility, whether you prefer code-free workflows, natural language commands, or low-code options, Alteryx adapts to your needs. Trusted. Secure. Enterprise-Ready. Alteryx is trusted by over half of the Global 2000 and 19 of the top 20 global banks. With built-in automation, governance, and security, your workflows can scale and maintain compliance while delivering consistent results. And it doesn’t matter if your systems are on-premises, hybrid, or in the cloud; Alteryx fits effortlessly into your infrastructure. Easy to Use. Deeply Connected. What truly sets Alteryx apart is our focus on efficiency and ease of use for analysts and our active community of 700,000 Alteryx users to support you at every step of your journey. With seamless integration to data everywhere including platforms like Databricks, Snowflake, AWS, Google, SAP, and Salesforce, our platform helps unify siloed data and accelerate getting to insights. Visit Alteryx.com for more information, and to start your free trial.

[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=2026-08-12T05%3A33%3A22Z&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=989&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%3FhsCtaTracking%3D3a5f83cf-bc41-44bf-90a1-77a7c349c925%257C6928befe-b05b-46c9-aced-a881a47d48b4%26page%3D3&secure%5Btoken%5D=cccf09a5baa6830b5f021654b63e14f6d04d739b3db3edd1d7e2521467b2810f&secure%5Burl%5D=https%3A%2F%2Fwww.alteryx.com%2Ftrial%3Futm_source%3Dg2%26utm_medium%3Dreviewsite%26utm_campaign%3DFY25_Global_AllRegions_AlwaysOn_AllPersonas_IndustryAgnostic%26utm_content%3Dg2_freetrial&secure%5Burl_type%5D=free_trial)

### [datapine](https://www.g2.com/products/rib-software-datapine/reviews)

datapine is a business intelligence & dashboarding platform that is focused on self-service, but also offers advanced analytics features such as predictive analytics or intelligent data alerts based on artificial intelligence and machine learning. With a few clicks, datapine integrates dozens of data sources such as databases, flat files, marketing analytics, social media data, CRM, and ERP data as well as helpdesk data. Thanks to an intuitive user interface, users of all skill levels can visualize and make sense of complex data by asking important questions and receiving answers immediately. The core of the product are dynamic, interactive business dashboards, that help to share insights within the organization effectively. datapine enables managers to data scientists to explore, visualize, analyze and report data in one central analytics platform and empowers modern, KPI driven businesses to grow further. datapine is a RIB Software GmbH solution.

**Average Rating:** 4.6/5.0

**Total Reviews:** 26

#### How Do G2 Users Rate datapine?

- **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 9.1/10)
- **Steps to Answer:** 10.0/10 (Category avg: 8.4/10)
- **Reports Interface:** 10.0/10 (Category avg: 8.7/10)
- **Calculated Fields:** 10.0/10 (Category avg: 8.5/10)

#### Who Is the Company Behind datapine?

- **Seller:** [RIB Software](https://www.g2.com/sellers/rib-software)
- **Year Founded:** 1961
- **HQ Location:** Stuttgart, DE
- **Twitter:** @RIB\_Global  
1,214 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=8179bca752e6e793d16419635048c00482de304bcea9b867ee66c8c56ea51cf0&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Frib-software%2F&secure%5Burl_type%5D=linkedin_company_website)  
1,556 employees on LinkedIn®
- **Ownership:** ETR:RIB

#### Who Uses This Product?

- **Company Size:** 50% Medium, 42% Small

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

**["All in one BI tool with powerful features"](https://www.g2.com/survey_responses/datapine-review-5112205)**

**Rating:** 5.0/5.0 stars

_— Verified User in Retail_

[Read full review](https://www.g2.com/survey_responses/datapine-review-5112205)

**["Great predictive analytics features for budgeting"](https://www.g2.com/survey_responses/datapine-review-7521266)**

**Rating:** 5.0/5.0 stars

_— Verified User in Consumer Services_

[Read full review](https://www.g2.com/survey_responses/datapine-review-7521266)

### [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

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

Hurree is an AI-powered platform that consolidates all your reporting data into a single, easy-to-use command centre. It connects with over 70 popular tools, giving you a single, reliable view of performance across your business. With fully customizable dashboards, Hurree makes it simple for any team to track KPIs, monitor trends, and measure success with no technical skills required. At the heart of the platform is Riva, Hurree's built-in AI assistant. Riva doesn't just show you the numbers; it explains them. From instant summaries to predictive insights and actionable recommendations, Riva helps you understand what’s happening and what to do next. Hurree is built for teams who want better visibility, clearer reporting, and data they can actually use, without the complexity.

**Average Rating:** 4.8/5.0

**Total Reviews:** 74

#### How Do G2 Users Rate Hurree?

- **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 9.1/10)
- **Steps to Answer:** 8.9/10 (Category avg: 8.4/10)
- **Reports Interface:** 9.5/10 (Category avg: 8.7/10)
- **Calculated Fields:** 7.6/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Hurree?

- **Seller:** [Hurree](https://www.g2.com/sellers/hurree)
- **Year Founded:** 2018
- **HQ Location:** Belfast, Antrim
- **Twitter:** @Hurree\_me  
896 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=e490398e57b457718f0addb03220e1ee2f77253c11ee80402709164d6af8624a&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fhurree%2F&secure%5Burl_type%5D=linkedin_company_website)  
48 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software, Marketing and Advertising
- **Company Size:** 58% Small, 42% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of Hurree, facilitating effective setup and clear data presentation for clients.
- Users value the **intuitive interface and customizable dashboards** of Hurree for effective data visualization and tracking.
- Users praise Hurree for its **intuitive data visualization** that simplifies understanding and enhances team productivity.
- Users appreciate Hurree's **efficiency** in showcasing lead sources and competition, enhancing client interactions and trust-building.
- Users value Hurree for its **ability to transform raw data into meaningful insights** , enhancing decision-making with reliable information.

##### Cons

- The **initial learning curve** can be overwhelming, but support helps users adapt to Hurree's features over time.
- Some users note the **limited customization options** in Hurree, wishing for more flexibility in tailoring features.
- Users find the **reporting features limited** , hindering deeper analysis and flexibility in integrations.
- Users are disappointed by the **lack of AI integration** in Hurree, despite ongoing development efforts for future features.
- Users find **learning difficulties** with data ranges and integration, impacting their overall experience with Hurree.

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

**["Hurree brought structure and focus to our performance monitoring"](https://www.g2.com/survey_responses/hurree-review-12358678)**

**Rating:** 5.0/5.0 stars

_— Hayley C._

[Read full review](https://www.g2.com/survey_responses/hurree-review-12358678)

**["Game-Changer for Data-Driven Marketing Teams"](https://www.g2.com/survey_responses/hurree-review-12533440)**

**Rating:** 5.0/5.0 stars

_— Gavin M._

[Read full review](https://www.g2.com/survey_responses/hurree-review-12533440)

### [Omni Analytics](https://www.g2.com/products/omni-analytics-inc-omni-analytics/reviews)

Omni is a business intelligence and embedded analytics platform that empowers everyone—regardless of technical ability—to easily analyze data using SQL, spreadsheets, AI, or point-and-click interfaces. It is built on a semantic layer that ensures every insight is accurate and dependable. Beyond powering internal analytics, Omni makes it easy for businesses to offer highly customizable in-product analytics to their customers. We build our product fast and in the open, with new features releasing every week. You can follow along by watching our public engineering demos at: omni.co/demos To learn more about how companies like BuzzFeed use Omni, check out: omni.co/customer-case-studies

**Average Rating:** 4.8/5.0

**Total Reviews:** 65

#### How Do G2 Users Rate Omni Analytics?

- **Has the product been a good partner in doing business?:** 9.9/10 (Category avg: 9.1/10)
- **Steps to Answer:** 8.9/10 (Category avg: 8.4/10)
- **Reports Interface:** 9.0/10 (Category avg: 8.7/10)
- **Calculated Fields:** 9.1/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Omni Analytics?

- **Seller:** [Omni Analytics, Inc](https://www.g2.com/sellers/omni-analytics-inc)
- **Company Website:** omni.co
- **Year Founded:** 2022
- **HQ Location:** San Francisco, CA
- **Twitter:** @omni  
4,282 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=5a1d0b9a67302ef02d58805128e1dce334d4c9d20d2b9248bce8523c0abf37a5&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fexploreomni%2F&secure%5Burl_type%5D=linkedin_company_website)  
805 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 42% Small, 42% Medium

#### What Do G2 Reviewers Say About Omni Analytics?

_AI-generated summary from verified user reviews_

##### Pros

- Users commend the **ease of use** of Omni Analytics, appreciating its seamless integrations and powerful data handling capabilities.
- Users highlight the **consistent and helpful customer support** from Omni, enhancing their overall experience with the product.
- Users praise the **easy integrations** with the modern data stack, streamlining connections for a seamless experience.
- Users praise the **innovative AI features** of Omni Analytics, enhancing functionality and streamlining data insights efficiently.
- Users value the **ease of data exploration and robust dashboard creation** with Omni Analytics, enhancing their analytics experience significantly.

##### Cons

- Users note **missing features** like robust IntelliSense and advanced organizational tools, impacting overall usability.
- Users note a **learning curve** with Omni Analytics, particularly due to lagging documentation and feature updates.
- Users note **limited features** in Omni Analytics, recognizing potential but desiring greater parity with established tools.
- Users find **complex data modeling** challenging, citing hidden features and instability in dashboards impacting usability.
- Users find the **difficult setup** of topics in Omni Analytics to be the most challenging aspect of the product.

#### What Are Recent G2 Reviews of Omni Analytics?

**["Easy, Actionable Insights That Deepen Our Understanding of Company Performance"](https://www.g2.com/survey_responses/omni-analytics-review-12607647)**

**Rating:** 5.0/5.0 stars

_— Daryl W._

[Read full review](https://www.g2.com/survey_responses/omni-analytics-review-12607647)

**["Omni Packs Essential Features with an Intuitive UI and Standout AI Charts"](https://www.g2.com/survey_responses/omni-analytics-review-12583000)**

**Rating:** 4.5/5.0 stars

_— Rohit S._

[Read full review](https://www.g2.com/survey_responses/omni-analytics-review-12583000)

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

HockeyStack connects every data source across your go-to-market motion and turns scattered marketing and sales data into clear answers about what drives revenue, and the actions to double down on it. Key capabilities include: Odin (AI Analyst): Ask questions in plain English and get instant analysis, the reasoning behind the numbers, and recommended next steps, plus automated insights on your key metrics with no dashboards to build. Attribution Reporting: Out-of-the-box dashboard templates from day one, then custom no-code reports across 9 attribution models, showing the campaigns and channels driving pipeline from first impression to closed-won. Lift Reporting: Measure the true incremental impact of every campaign, so you know what actually caused revenue rather than what just appeared in the journey. Buyer Journeys: See every interaction in one time-stamped view from first touch to close, powered by cookieless tracking that captures the full journey. Account Intelligence & ABM/ABX: Identify anonymous visitors, build target lists with first- and third-party intent, run ads, and sync it all to your CRM, backed by best-in-class account and lead scoring. Achieve defensible attribution, more efficient growth, and confident budget decisions, without code or an analyst queue. Get started with HockeyStack today!

**Average Rating:** 4.5/5.0

**Total Reviews:** 79

#### How Do G2 Users Rate HockeyStack?

- **Has the product been a good partner in doing business?:** 9.8/10 (Category avg: 9.1/10)
- **Steps to Answer:** 8.9/10 (Category avg: 8.4/10)
- **Reports Interface:** 9.1/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.4/10 (Category avg: 8.5/10)

#### Who Is the Company Behind HockeyStack?

- **Seller:** [HockeyStack](https://www.g2.com/sellers/hockeystack)
- **Company Website:** www.hockeystack.com
- **Year Founded:** 2021
- **HQ Location:** San Francisco, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=8db2a645bb58995c48cd1c65a738a4d777cd7d63a3b34f879d9d76887b01e666&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fhockeystack%2F&secure%5Burl_type%5D=linkedin_company_website)  
98 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 62% Medium, 35% Small

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

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **flexible and detailed insights** from HockeyStack, enhancing their understanding of campaign performance and ROI.
- Users love the **flexible and detailed analytics** from HockeyStack, providing tailored insights for effective marketing strategies.
- Users appreciate the **ease of use** of HockeyStack, enabling seamless setup and integration for better analytics.
- Users praise the **exceptional support** from HockeyStack, noting timely and thorough assistance for all inquiries.
- Users praise the **unprecedented customer support** from HockeyStack, valuing timely, thorough responses to all inquiries.

##### Cons

- Users find the **learning curve challenging** , particularly for newcomers unfamiliar with attribution tools, despite helpful support.
- Users note a **steep learning curve** with HockeyStack, but support and resources help ease the process.
- Users find HockeyStack's **complexity** can present a learning curve, but support helps ease the process.
- Users struggle with a **difficult learning curve** , requiring significant time and effort to master HockeyStack's features effectively.
- Users note a **steep learning curve** with HockeyStack, requiring time and exploration to fully understand its versatility.

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

**["Broad Capabilities, Some Complexity in Setup"](https://www.g2.com/survey_responses/hockeystack-review-12701250)**

**Rating:** 4.0/5.0 stars

_— Carmine M._

[Read full review](https://www.g2.com/survey_responses/hockeystack-review-12701250)

**["The Most Clarity I’ve Ever Had Into Marketing Performance"](https://www.g2.com/survey_responses/hockeystack-review-11394596)**

**Rating:** 4.5/5.0 stars

_— Alex Marie S._

[Read full review](https://www.g2.com/survey_responses/hockeystack-review-11394596)

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

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

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

Toucan is an AI-embedded analytics platform designed to assist independent software vendors (ISVs) and SaaS companies in integrating advanced analytics features directly into their products, eliminating the need for building these capabilities from the ground up. This platform is tailored specifically for customer-facing applications, meaning that the end users are the clients of these companies rather than internal analysts. By enabling product and operations teams to configure and deploy analytics features independently, Toucan streamlines the development process and reduces reliance on data engineering resources. The target audience for Toucan primarily includes ISVs and SaaS companies across various industries, such as fintech, HR tech, and marketing technology. These organizations often seek to enhance their product offerings with sophisticated analytics capabilities that provide value to their users. With Toucan, product teams can quickly implement features that allow end users to interact with data in meaningful ways. This is particularly beneficial for companies looking to differentiate themselves in competitive markets by offering robust analytics without the lengthy development cycles typically associated with such features. Toucan's key capabilities include conversational AI analytics, which empowers end users to pose questions in natural language and receive instant data visualizations. This feature is anchored in a governed semantic layer, ensuring that the insights provided are consistent and reliable. Additionally, the platform offers automatic dashboard generation through AI, allowing users to customize layouts, colors, and metrics without requiring technical expertise. The white-label, multi-tenant embedding options ensure that analytics seamlessly integrate into existing products, creating a native experience for users. Security and compliance are paramount in today's data-driven landscape, and Toucan addresses these concerns with row-level security and granular permissions. This ensures that each end user only accesses their specific data, making it suitable for regulated industries where data privacy is critical. Furthermore, Toucan supports connections to modern data infrastructures, such as PostgreSQL, MySQL, and AWS Redshift, and offers both SaaS and self-hosted deployment options to meet various organizational needs. The platform's no-code builder is a standout feature, enabling product and operations teams to create, edit, and publish dashboards without any coding knowledge. This capability significantly reduces dashboard development time—by up to two-thirds compared to traditional in-house builds—allowing ISVs to launch reporting modules in days instead of months. By embedding analytics as a premium feature, organizations can also create new revenue streams, enhancing their overall product value while minimizing additional development overhead. With over 350 clients already leveraging its capabilities, Toucan is positioned as a powerful solution for companies looking to enhance their analytics offerings.

**Average Rating:** 4.7/5.0

**Total Reviews:** 179

#### How Do G2 Users Rate Toucan?

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

#### Who Is the Company Behind Toucan?

- **Seller:** [Toucan Toco](https://www.g2.com/sellers/toucan-toco)
- **Year Founded:** 2015
- **HQ Location:** Boston, Massachusetts
- **Twitter:** @Toucan\_Toco  
2,402 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=651fc0c2986af5f252328b3c75b69e617a4b2297eed2d704932c8b10a3b9c5b2&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F3661933%2F&secure%5Burl_type%5D=linkedin_company_website)  
74 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Data Analyst
- **Top Industries:** Computer Software, Banking
- **Company Size:** 43% Small, 30% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **ease of use** of Toucan, praising its intuitive interface and seamless integration capabilities.
- Users benefit from **easy integrations** with various data sources, enhancing their analytical capabilities seamlessly.
- Users appreciate the **intuitive data visualizations** of Toucan, making it easy for everyone to create insights effortlessly.
- Users value the **seamless integrations** of Toucan, effectively connecting diverse data sources for insightful dashboard creations.
- Users appreciate the **no-code dashboard creation** in Toucan, enhancing accessibility and integration capabilities for effective data visualization.

##### Cons

- Users find the **UI complexity** of Toucan challenging, especially for new users trying to navigate the tool.
- Users often find the **complex usage** of Toucan challenging, especially when trying to navigate its features independently.
- Users find the **learning curve steep** for Toucan, citing navigation difficulties and the complex UI for newcomers.
- Users note the **limited customization** options in Toucan, which sometimes restrict their desired data presentation flexibility.
- Users face **occasional bugs** in Toucan that lead to higher maintenance costs and additional learning for technical development.

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

**["The game-changer to turn our data into actionable insights"](https://www.g2.com/survey_responses/toucan-review-10931373)**

**Rating:** 5.0/5.0 stars

_— Robin C._

[Read full review](https://www.g2.com/survey_responses/toucan-review-10931373)

**["An Amazing Tool For Embedded Business Intelligence"](https://www.g2.com/survey_responses/toucan-review-12302095)**

**Rating:** 4.5/5.0 stars

_— Felice C._

[Read full review](https://www.g2.com/survey_responses/toucan-review-12302095)

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

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

### [TARGIT Decision Suite](https://www.g2.com/products/targit-targit-decision-suite/reviews)

TARGIT brings expertise to key verticals to help their customers make data-driven decisions. They drive lasting value with business intelligence (BI) and analytics solutions that support your unique goals and the processes that power your day-to-day operations. Experience love at first sight with TARGIT Decision Suite, their all-in-one business intelligence (BI) and analytics platform that's intuitive, versatile, and accessible for every employee. TARGIT Decision Suite helps companies integrate, visualize, and share data better and faster than ever before. Their solution combines the control of a centralized BI solution with the flexibility of a decentralized solution, with robust security and dependability. Plus, it easily integrates with your existing systems and continually adapts to your needs, even as your organization grows. Recognized as a Global Leader in Vendor Credibility by Dresner three years in a row and Leader in BI Excellence by BARC eight years in a row, TARGIT prides itself on supporting our customers through continuous innovation, insightful recommendations, and a people-first business model.

**Average Rating:** 4.2/5.0

**Total Reviews:** 17

#### How Do G2 Users Rate TARGIT Decision Suite?

- **Has the product been a good partner in doing business?:** 9.7/10 (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:** 6.8/10 (Category avg: 8.5/10)

#### Who Is the Company Behind TARGIT Decision Suite?

- **Seller:** [Targit](https://www.g2.com/sellers/targit)
- **Year Founded:** 1986
- **HQ Location:** Aalborg, Denmark
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=4b9cac58a4751f2a3649d38b762354fb74d23789796a2b45fab8492ed91e9a30&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F30005%2F&secure%5Burl_type%5D=linkedin_company_website)  
110 employees on LinkedIn®
- **Phone:** 813-933-4600

#### Who Uses This Product?

- **Company Size:** 53% Medium, 29% Large

#### What Are Recent G2 Reviews of TARGIT Decision Suite?

**["Good for reports, not great for 24x7 dashboards"](https://www.g2.com/survey_responses/targit-decision-suite-review-7994841)**

**Rating:** 4.5/5.0 stars

_— Antonello C._

[Read full review](https://www.g2.com/survey_responses/targit-decision-suite-review-7994841)

**["Efficient Navigation: Real-Time Metrics and Microsoft Dynamics Integration."](https://www.g2.com/survey_responses/targit-decision-suite-review-9208576)**

**Rating:** 4.5/5.0 stars

_— Dhvani S._

[Read full review](https://www.g2.com/survey_responses/targit-decision-suite-review-9208576)

### [Cube](https://www.g2.com/products/cube-2023-07-31/reviews)

Cube is the agentic analytics platform — built on a semantic layer. Cube is the AI-native generation of business intelligence. It's one platform for two use cases: internal BI, where data teams and business users analyze their own company's data, and embedded analytics, where software companies ship analytics inside their own products. The same governed semantic layer powers both. What makes AI answers trustworthy in production is the semantic layer underneath them. Cube was built around the semantic layer from day one rather than retrofitting one onto a dashboard- or notebook-first tool. The data team's governed metric definitions stay intact while AI constructs ad-hoc calculations on top of them — so you get governance and flexibility at the same time, not one at the expense of the other. That's why teams like Brex chose Cube to power AI-driven analytics at production scale. With Cube, data teams can: Model metrics and business definitions once, in a SQL-first semantic layer, and serve them consistently to every downstream consumer — AI agents, BI, spreadsheets, and embedded apps. Let business users ask questions in natural language through Analytics Chat, with answers grounded in the governed model instead of guessed from raw tables. Bring analytics to where people already work — Slack, and any MCP-compatible agent like Claude or ChatGPT via the Cube MCP server. Embed analytics in customer-facing products with multi-tenancy, row-level security, and query performance under load — choosing from a chat API, drop-in iframes, embedded creator mode, or data APIs. Apply software engineering best practices to analytics: version control with Git, CI/CD, isolated environments, and pre-aggregation caching for fast queries and lower warehouse spend. Cube Core, the open-source semantic layer at its foundation, has years of production use across a large developer community — battle-tested infrastructure that commercial-only tools can't match. Cube sits on top of your cloud data warehouse (Snowflake, BigQuery, Redshift, Databricks); it doesn't replace it.

**Average Rating:** 4.5/5.0

**Total Reviews:** 27

#### How Do G2 Users Rate Cube?

- **Has the product been a good partner in doing business?:** 9.7/10 (Category avg: 9.1/10)
- **Steps to Answer:** 8.9/10 (Category avg: 8.4/10)
- **Reports Interface:** 9.0/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.9/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Cube?

- **Seller:** [Cube](https://www.g2.com/sellers/cube-637927e0-6501-4673-89d8-4d5ecadb4f96)
- **Company Website:** cube.dev
- **Year Founded:** 2019
- **HQ Location:** San Francisco, CA
- **Twitter:** @the\_cube\_dev  
2,215 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=b633e33761cca44361104ba94499ca211687e43eb43e6344a3c4d16a2bada278&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcube-dev%2F&secure%5Burl_type%5D=linkedin_company_website)  
47 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software
- **Company Size:** 52% Small, 37% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users find CubeJS Cloud's **ease of use** exceptional, simplifying development and maintenance for small teams.
- Users value the **flexibility and customization** offered by Cube, enhancing their embedded analytics applications significantly.
- Users value the **powerful BI capabilities** of Cube, enabling sophisticated metrics and fast data access for insights.
- Users commend the **fast and proactive customer support** of Cube, enhancing their overall experience significantly.
- Users value the **flexibility** of CubeJS, enabling seamless integration and customization for various applications.

##### Cons

- Users find Cube lacking in **essential features** like BI integration, flexibility in metrics, and comprehensive functionality.
- Users report frequent **bugs and integration issues** with Cube, creating frustrating challenges and impacting efficiency.
- Users find **data integration challenging** with BI tools, encountering issues like query failures and limited metric flexibility.
- Users find Cube's features **limited** , citing a lack of documentation, SDKs, and advanced charting or semantic capabilities.
- Users report encountering **software bugs** that hinder functionality, particularly with preAggregations and documentation clarity.

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

**["Super Easy Access to the DEV team"](https://www.g2.com/survey_responses/cube-review-11700913)**

**Rating:** 5.0/5.0 stars

_— Verified User in Real Estate_

[Read full review](https://www.g2.com/survey_responses/cube-review-11700913)

**["Great for AI applications and general data apps!"](https://www.g2.com/survey_responses/cube-review-10751001)**

**Rating:** 4.5/5.0 stars

_— Verified User in Commercial Real Estate_

[Read full review](https://www.g2.com/survey_responses/cube-review-10751001)

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

Visier gives organizations a Workforce AI Edge: a set of AI-powered capabilities that help leaders understand the relationship between people and work, elevate employee productivity, and win by adapting to change faster. The company is the global leader in AI-powered people analytics, workforce planning, and compensation allocation. All Visier technology is underpinned by its Real-time People Data Platform, which uses AI to unlock the business-transforming potential of people data, work data, and the fusion of both. Founded in 2010 by the pioneers of business intelligence, Visier has over 60,000 customers in 75 countries—including enterprises like BASF, Panasonic, Experian, Amgen, eBay, Ford Motor Company, and more. To learn more about Visier, visit www.visier.com.

**Average Rating:** 4.6/5.0

**Total Reviews:** 219

#### How Do G2 Users Rate Visier?

- **Has the product been a good partner in doing business?:** 9.1/10 (Category avg: 9.1/10)
- **Steps to Answer:** 7.7/10 (Category avg: 8.4/10)
- **Reports Interface:** 9.3/10 (Category avg: 8.7/10)
- **Calculated Fields:** 6.8/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Visier?

- **Seller:** [Visier](https://www.g2.com/sellers/visier-8c589666-edc0-409b-b9fb-0df31e55c335)
- **Year Founded:** 2010
- **HQ Location:** Vancouver, British Columbia
- **Twitter:** @visier  
6,164 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a67746cd54d52b76feedc38c64008e862f5352930b355fa1e14085a9c8216795&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fvisier-analytics%2F&secure%5Burl_type%5D=linkedin_company_website)  
555 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Hospital & Health Care, Information Technology and Services
- **Company Size:** 82% Large, 17% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **ease of use** of Visier, appreciating its flexibility and support during the implementation process.
- Users value the **powerful data analysis** capabilities of Visier, offering insights and trend predictions with ease.
- Users value the **powerful data connectivity** of Visier, enabling insightful trend identification and storytelling dashboards.
- Users appreciate the **intuitive data visualizations** of Visier, enabling easy interpretation and deeper workforce insights.
- Users value the **time-saving capabilities** of Visier, benefiting from its fast performance and ease of use.

##### Cons

- Users struggle with **learning difficulties** in Visier, finding it challenging to navigate and build without expert assistance.
- Users find Visier **expensive** , with high costs for scaling, unlocking modules, and onboarding additional data.
- Users find the **learning curve steep** for new users, making initial use of Visier challenging.
- Users find the **complexity** of filtering and customization in Visier can hinder the user experience significantly.
- Users find the **limited customization** options restrictive, impacting usability and requiring additional support for complex changes.

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

**["Great Analytics tool!"](https://www.g2.com/survey_responses/visier-review-11724107)**

**Rating:** 4.0/5.0 stars

_— Verified User in Food & Beverages_

[Read full review](https://www.g2.com/survey_responses/visier-review-11724107)

**["Great tool to support people analytics functions"](https://www.g2.com/survey_responses/visier-review-11716065)**

**Rating:** 4.5/5.0 stars

_— Verified User in Hospital & Health Care_

[Read full review](https://www.g2.com/survey_responses/visier-review-11716065)

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

- [Is Visier cloud based?](https://www.g2.com/discussions/is-visier-cloud-based) - 1 comment
- [What is visier service portal?](https://www.g2.com/discussions/what-is-visier-service-portal)
- [Is visier a good company?](https://www.g2.com/discussions/is-visier-a-good-company)
- [What is visier used for?](https://www.g2.com/discussions/what-is-visier-used-for)

### [Savant Labs](https://www.g2.com/products/savant-labs/reviews)

Savant is an AI workflow automation platform built for enterprise finance, tax, and accounting teams. It turns messy, manual data work like extraction, preparation, reconciliation, and reporting into centrally governed, audit-ready workflows, driving efficiency without sacrificing accuracy, control, or compliance. Savant integrates with your preferred LLM, including Claude, Copilot, ChatGPT, and private LLMs, so you control model choice, data residency, and cost. Ask in plain language for the workflow you want to build, or simply say "run this month's reconciliation," and Savant turns that instruction into a repeatable, governed, auditable workflow. Trusted by Fortune 500 enterprises, Savant catches errors before they're filed, ensures audit readiness without the scramble, and gives finance teams their time back. WHAT SETS SAVANT APART Unlike general-purpose AI tools or legacy analytics platforms, Savant was built specifically for finance workflows where 99% accuracy isn't good enough — because 1% errors at scale become audit findings, restatements, and compliance exposure. Three things make Savant different - Deterministic, not probabilistic: Savant uses rule-based AI agents, not LLM guesses. Consistent inputs produce consistent outputs. - Governance and auditability are built in, not bolted on: Audit trail, data lineage, SOX controls, role-based access, and evidence packs are standard, not add-ons. - Handles the data other tools can't: Native processing for PDFs, scanned documents, and invoices — the unstructured data that breaks legacy workflows. KEY FEATURES - AI-powered workflow automation: Automate any workflow end to end — financial reconciliation, month-end close, tax provisioning, accruals, and more. Works with structured and unstructured data, including PDFs, scanned documents, and ERP extracts. - Reproducible results: AI agents follow step-by-step logic with validation at each stage. Same inputs produce the same outputs, every time — no black boxes, no probabilistic guesses. - Built-in audit trail, data lineage, and evidence packs: Every workflow step is logged automatically. Complete data lineage from source to output. No manual documentation, no reconstructing steps across email chains. - SOX compliance by design: Segregation of duties, version control, approval management, and user activity history are built in from day one. - Human-in-the-loop exception handling: Savant proactively flags exceptions for human review, allowing analysts to catch errors before they reach a filing. The AI learns from human judgments over time. - 500+ enterprise connectors: Connect to your existing ERPs, CRMs, BI platforms, file systems, email, and more out of the box. - Enterprise-grade security: SOC 2 Type II, SOC 1 Type II, ISO 27001. SSO/SAML, role-based access control, private cloud and VPC deployment available. USE CASES - Month-end and year-end close automation - Financial reconciliations and tie-outs - Tax provision preparation - State apportionment calculations - Sales and use tax reconciliation - Data extraction from PDFs, invoices, and scanned documents - ERP data consolidation across multiple systems - Intercompany accounting and multi-entity reporting - Audit evidence package preparation - Recurring reporting and dashboard publishing

**Average Rating:** 4.7/5.0

**Total Reviews:** 51

#### How Do G2 Users Rate Savant Labs?

- **Has the product been a good partner in doing business?:** 9.8/10 (Category avg: 9.1/10)
- **Steps to Answer:** 8.8/10 (Category avg: 8.4/10)
- **Reports Interface:** 8.4/10 (Category avg: 8.7/10)
- **Calculated Fields:** 9.3/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Savant Labs?

- **Seller:** [Savant Labs](https://www.g2.com/sellers/savant-labs)
- **Company Website:** www.savantlabs.io
- **Year Founded:** 2021
- **HQ Location:** San Francisco, California
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=5dcb585c5245667215a14c13aa5332e041e2aa08dcb405a69812a52bc310dd41&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fsavant-labs&secure%5Burl_type%5D=linkedin_company_website)  
61 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software, Logistics and Supply Chain
- **Company Size:** 42% Large, 40% Medium

#### What Do G2 Reviewers Say About Savant Labs?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of Savant Labs, enjoying its intuitive interface and seamless analytics capabilities.
- Users appreciate the **friendly and responsive customer support** that effectively addresses issues and inquiries promptly.
- Users love the **user-friendly interface** , which simplifies analytics and enhances productivity with seamless data integration.
- Users appreciate the **easy integrations** with Google Drive and other tools, enhancing analysis efficiency without coding.
- Users love the **easy integrations** with various data sources, enhancing their analytics experience without coding knowledge.

##### Cons

- Users note a **steep learning curve** with Savant Labs, requiring practice and patience to navigate effectively.
- Users find the **learning difficulty** with Savant Labs steep, requiring practice to navigate its innovative features effectively.
- Users experience **integration issues** with Savant Labs, facing difficulties in updating data sources and tool functionality.
- Users face significant **access issues** , particularly with personal email logins and outdated tools during analyses.
- Users face challenges with **data management** , particularly in updating sources and refreshing analyses effectively.

#### What Are Recent G2 Reviews of Savant Labs?

**["Faster close + auditors actually trust our process now"](https://www.g2.com/survey_responses/savant-labs-review-12941283)**

**Rating:** 5.0/5.0 stars

_— Lawrence M._

[Read full review](https://www.g2.com/survey_responses/savant-labs-review-12941283)

**["Automated sales tax reconciliation and significantly shortened month-end close"](https://www.g2.com/survey_responses/savant-labs-review-12942104)**

**Rating:** 5.0/5.0 stars

_— Marlene S._

[Read full review](https://www.g2.com/survey_responses/savant-labs-review-12942104)

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

ThoughtSpot is the Agentic Analytics Platform company for the enterprise. With natural language and AI, ThoughtSpot empowers everyone in an organization to ask data questions, get answers, and take action. Code-first for data teams and code-free for business users, ThoughtSpot is intuitive enough for anyone to use, yet built to handle large, complex cloud data at scale. Customers like Coca-Cola, Hilton Worldwide, and Capital One are unlocking the full potential of their data with ThoughtSpot.

**Average Rating:** 4.4/5.0

**Total Reviews:** 327

#### How Do G2 Users Rate ThoughtSpot?

- **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 9.1/10)
- **Steps to Answer:** 8.6/10 (Category avg: 8.4/10)
- **Reports Interface:** 8.7/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.2/10 (Category avg: 8.5/10)

#### Who Is the Company Behind ThoughtSpot?

- **Seller:** [ThoughtSpot](https://www.g2.com/sellers/thoughtspot)
- **Company Website:** www.thoughtspot.com
- **Year Founded:** 2012
- **HQ Location:** Mountain View, CA
- **Twitter:** @thoughtspot  
10,975 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=db2fe2383870d4f008d7cc2b638c2285be5cd630c7ab2368fada8a6987b8abee&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2647843%2F&secure%5Burl_type%5D=linkedin_company_website)  
1,738 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Data Analyst
- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 44% Large, 42% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** with ThoughtSpot, enjoying straightforward data access and intuitive search capabilities.
- Users appreciate the **user-friendly interface** of ThoughtSpot, which simplifies data management and reporting tasks effectively.
- Users praise the **intuitive analytics capabilities** of ThoughtSpot, making data exploration accessible for everyone in the organization.
- Users appreciate the **intuitive interface** of ThoughtSpot, making data analytics accessible and easy for everyone.
- Users appreciate the **effective data visualization** in ThoughtSpot, enhancing decision-making and streamlining business operations.

##### Cons

- Users experience a **steep learning curve** with ThoughtSpot, finding it challenging and unintuitive initially.
- Users find **missing features** in ThoughtSpot, noting delays in additions and a lack of customization options.
- Users struggle with the **complexity** of ThoughtSpot, finding it non-intuitive and challenging to build formulas effectively.
- Users struggle with **learning difficulties** in ThoughtSpot, finding it non-intuitive and requiring significant IT support.
- Users find the **limited customization options** in ThoughtSpot restrictive, impacting their ability to tailor visualizations effectively.

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

**["A modern tool for BI analytics"](https://www.g2.com/survey_responses/thoughtspot-review-7807660)**

**Rating:** 4.0/5.0 stars

_— Akash D._

[Read full review](https://www.g2.com/survey_responses/thoughtspot-review-7807660)

**["Easy-to-Navigate Search with Powerful Filters and Helpful AI Query Tweaks"](https://www.g2.com/survey_responses/thoughtspot-review-13035404)**

**Rating:** 4.0/5.0 stars

_— Verified User in Leisure, Travel & Tourism_

[Read full review](https://www.g2.com/survey_responses/thoughtspot-review-13035404)

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

- [What is ThoughtSpot used for?](https://www.g2.com/discussions/thoughtspot-what-is-thoughtspot-used-for)
- [What does ThoughtSpot do?](https://www.g2.com/discussions/what-does-thoughtspot-do) - 1 comment
- [Is ThoughtSpot a public company?](https://www.g2.com/discussions/is-thoughtspot-a-public-company)
- [What is ThoughtSpot used for?](https://www.g2.com/discussions/what-is-thoughtspot-used-for)
- [What is ThoughtSpot software?](https://www.g2.com/discussions/what-is-thoughtspot-software)

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

Qrvey is an embedded analytics solution specializing in multi-tenant analytics for SaaS applications. Qrvey’s goal for product teams is to empower you to build less software and deliver more value. Qrvey is the only embedded analytics solution that includes an analytics layer to connect your data warehouse to your front-end analytics. Qrvey’s approach is different. By including a native data lake, you can scale personalized analytics that your customers will love. All while giving your development team the tools to ship faster and build less.

**Average Rating:** 4.4/5.0

**Total Reviews:** 28

#### How Do G2 Users Rate Qrvey?

- **Has the product been a good partner in doing business?:** 9.1/10 (Category avg: 9.1/10)
- **Steps to Answer:** 8.2/10 (Category avg: 8.4/10)
- **Reports Interface:** 7.9/10 (Category avg: 8.7/10)
- **Calculated Fields:** 7.7/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Qrvey?

- **Seller:** [Qrvey](https://www.g2.com/sellers/qrvey)
- **Year Founded:** 2016
- **HQ Location:** Tysons, Virginia
- **Twitter:** @qrvey  
463 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=86dc7693bf9c6dc4b793fe4c04abf2fa57f4cda751eae31f9bb719b261bde64a&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fqrvey%2F&secure%5Burl_type%5D=linkedin_company_website)  
68 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 55% Small, 38% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users find Qrvey's **ease of use** appealing, as it simplifies analytics with a no-code visual setup.
- Users appreciate the **all-in-one embedded analytics** of Qrvey, seamlessly integrating data collection, automation, and analysis.
- Users value the **no-code automation** of Qrvey, streamlining their analytics processes effortlessly within a unified platform.
- Users admire the **remarkable efficiency** of Qrvey, facilitating faster decision-making through comprehensive data analysis.
- Users appreciate the **intuitive interface** of Qrvey, which simplifies embedding analytics and enhances data visibility effectively.

##### Cons

- Users experience a challenging **learning curve** , making it difficult to efficiently master Qrvey's features and functionalities.
- Users find the **complex usage** of Qrvey challenging, particularly for those with simple or small-scale needs.
- Users find the **confusing pricing** of Qrvey makes budgeting and planning more challenging than expected.
- Users find **customization difficult** due to the complex setup and technical knowledge required, affecting overall satisfaction.
- Users find Qrvey to be **expensive** and struggle with non-transparent pricing and complex setup requirements.

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

**["Qrvey: Deliver More Analytics with Less Engineering Effort"](https://www.g2.com/survey_responses/qrvey-review-12387542)**

**Rating:** 5.0/5.0 stars

_— Shabuddin G._

[Read full review](https://www.g2.com/survey_responses/qrvey-review-12387542)

**["Empowers Decisions with Comprehensive Data Tools"](https://www.g2.com/survey_responses/qrvey-review-11978512)**

**Rating:** 5.0/5.0 stars

_— Antoneta Valerie B._

[Read full review](https://www.g2.com/survey_responses/qrvey-review-11978512)

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

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

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

OWOX Data Marts is a Free Forever Self-Service Analytics Platform that brings live, trusted data to spreadsheets and dashboards of decision-makers. Ask in plain English or click to build – your trusted reports update in real time with no analyst in the loop. With OWOX Data Marts, companies grow revenue as fast as they collect new data by enabling self-service reporting for everyone. Trusted by 165,000+ users in data teams, but also in marketing, finance, and product teams: from fast-scaling startups to global enterprises, OWOX products powers decisions across every department with data people actually trust. ‍ Self-hosted and Cloud Deployment are available to suit any data stack. Imagine a world where exploring data is as easy as driving a car, without the limitations of public transport (traditional BI dashboards) or the cost of a private driver (data analysts). That's exactly what we assure you!

**Average Rating:** 4.9/5.0

**Total Reviews:** 290

#### How Do G2 Users Rate OWOX?

- **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.1/10)
- **Steps to Answer:** 5.0/10 (Category avg: 8.4/10)
- **Reports Interface:** 5.8/10 (Category avg: 8.7/10)
- **Calculated Fields:** 10.0/10 (Category avg: 8.5/10)

#### Who Is the Company Behind OWOX?

- **Seller:** [OWOX](https://www.g2.com/sellers/owox)
- **Year Founded:** 2002
- **HQ Location:** WALNUT, California
- **Twitter:** @owox  
435 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ee72c8f3a2f9195ba2e32b60c5801ad9e8bb90135f3c82058e174290a51247ed&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1721152%2F&secure%5Burl_type%5D=linkedin_company_website)  
67 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Chief Marketing Officer, CEO
- **Top Industries:** Marketing and Advertising, Information Technology and Services
- **Company Size:** 48% Small, 43% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users praise the **ease of use** of OWOX, highlighting its quick setup and intuitive interface.
- Users value the **excellent support team** at OWOX, appreciating their flexibility and commitment to solving problems.
- Users value OWOX for its **data ownership and flexibility** , enabling efficient management and utilization of business data.
- Users value the **excellent customer support** from OWOX, noting their responsiveness and helpful assistance throughout the process.
- Users value the **easy-to-use analytics** of OWOX, enabling effective tracking and improved advertising insights.

##### Cons

- Users report **data management issues** with OWOX, including bugs and unreliable scheduling that affect data accuracy.
- Users face **error handling issues** , requiring dedicated troubleshooting to unearth fundamental data errors and ensure reliability.
- The **expensive pricing** structure for hourly schedules limits accessibility, despite overall satisfaction with the product's functionality.
- Users find the **integration issues** with custom external services a barrier to achieving optimal functionality.
- Users desire **more detailed instructions** and features like reliability in scheduling and data updates in OWOX.

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

**["Nice team and Tracking & Attribution Solution"](https://www.g2.com/survey_responses/owox-review-9851467)**

**Rating:** 4.5/5.0 stars

_— Serhii K._

[Read full review](https://www.g2.com/survey_responses/owox-review-9851467)

**["Simple and helpful"](https://www.g2.com/survey_responses/owox-review-9843178)**

**Rating:** 5.0/5.0 stars

_— Verified User in Computer Software_

[Read full review](https://www.g2.com/survey_responses/owox-review-9843178)

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

- [What is OWOX BI used for?](https://www.g2.com/discussions/what-is-owox-bi-used-for) - 1 comment

### [Strategy One (formerly MicroStrategy ONE)](https://www.g2.com/products/strategy-one-formerly-microstrategy-one/reviews)

🚀 Strategy One – the AI+BI Platform for Enterprise Analytics at Scale What is Strategy One? Strategy One is the enterprise AI + BI platform that powers data-driven decision-making at scale. Built for complex enterprises, it unifies business intelligence, advanced analytics, and governed data modeling into a single, open platform. With native AI-powered workflows, pixel-perfect dashboards, modern self-service tools, and seamless integrations with Excel, Power BI, and Tableau, Strategy One delivers trusted insights wherever decisions are made. Why Strategy One? Unlike fragmented BI stacks or limited legacy tools, Strategy One provides an end-to-end platform with one trusted semantic core. Business users get governed self-service. Analysts get powerful modeling tools. Executives get real-time answers they can trust. And IT retains full control over data access, definitions, and lineage. Whether you’re creating executive dashboards, deploying embedded analytics, scaling AI copilots, or consolidating BI tools—Strategy One meets the moment with: ✅ Cloud-native architecture ✅ Open integrations with 200+ data sources ✅ Enterprise-grade security and governance ✅ Industry-leading performance and scale ✅ Built-in support for AI copilots, agents, and models Strategy One is trusted by global enterprises in banking, retail, healthcare, and government to turn data into decisions—fast, securely, and at scale.

**Average Rating:** 4.2/5.0

**Total Reviews:** 529

#### How Do G2 Users Rate Strategy One (formerly MicroStrategy ONE)?

- **Has the product been a good partner in doing business?:** 7.7/10 (Category avg: 9.1/10)
- **Steps to Answer:** 7.5/10 (Category avg: 8.4/10)
- **Reports Interface:** 8.2/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.0/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Strategy One (formerly MicroStrategy ONE)?

- **Seller:** [Strategy (formerly MicroStrategy)](https://www.g2.com/sellers/strategy-formerly-microstrategy)
- **Company Website:** www.strategy.com
- **Year Founded:** 1989
- **HQ Location:** Tysons Corner, VA
- **Twitter:** @MicroStrategy  
303,456 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=8f32382ee6ea0cc02d6dc7c1fe37038f1247aceba92d8d5030350f4ffb1e6c92&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fstrategy%2F&secure%5Burl_type%5D=linkedin_company_website)  
3,457 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Manager, Business Intelligence Developer
- **Top Industries:** Retail, Financial Services
- **Company Size:** 62% Large, 29% Medium

#### What Do G2 Reviewers Say About Strategy One (formerly MicroStrategy ONE)?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** in Strategy One, facilitating quick access to insights and effective data management.
- Users admire the **ongoing commitment to innovation** in Strategy One, ensuring it consistently stays ahead of competitors.
- Users appreciate the **easy setup** of Strategy One, facilitating quick access and efficient data management from the start.
- Users appreciate the **customization options** in Strategy One, enabling tailored applications and efficient data analysis.
- Users love the **flexible dashboard customization** that simplifies data analysis and enhances reporting capabilities.

##### Cons

- Users find the **learning difficulty** significant, as the software's complexity can be overwhelming for both technical and end users.
- Users find the **steep learning curve** of Strategy One challenging, although improvements are being made for easier navigation.
- Users find the **absence of essential features** in Strategy One, especially integration with tools like Copilot, frustrating.
- Users often find the **complex usage** of Strategy One overwhelming, facing a steep learning curve and integration challenges.
- Users face **access restrictions** due to the need for an enterprise version, limiting broader availability and customization.

#### What Are Recent G2 Reviews of Strategy One (formerly MicroStrategy ONE)?

**["Scalable, Enterprise-Ready BI with Strong Governance and Reliable Performance"](https://www.g2.com/survey_responses/strategy-one-formerly-microstrategy-one-review-12406962)**

**Rating:** 5.0/5.0 stars

_— Carlos G._

[Read full review](https://www.g2.com/survey_responses/strategy-one-formerly-microstrategy-one-review-12406962)

**["Empowers Data Accessibility, with Minor Transition Hiccups"](https://www.g2.com/survey_responses/strategy-one-formerly-microstrategy-one-review-12417688)**

**Rating:** 4.0/5.0 stars

_— Van V. T._

[Read full review](https://www.g2.com/survey_responses/strategy-one-formerly-microstrategy-one-review-12417688)

#### What Are G2 Users Discussing About Strategy One (formerly MicroStrategy ONE)?

- [What is MicroStrategy used for?](https://www.g2.com/discussions/what-is-microstrategy-used-for)
- [What is the difference between tableau and MicroStrategy?](https://www.g2.com/discussions/what-is-the-difference-between-tableau-and-microstrategy)
- [How much does MicroStrategy cost?](https://www.g2.com/discussions/how-much-does-microstrategy-cost) - 1 comment
- [Why is MicroStrategy used?](https://www.g2.com/discussions/why-is-microstrategy-used)
- [What is MicroStrategy software?](https://www.g2.com/discussions/what-is-microstrategy-software)

### [SAS Visual Analytics](https://www.g2.com/products/sas-visual-analytics/reviews)

SAS® Visual Analytics is a single application for reporting, data exploration and analytics that empowers everyone to easily discover and share powerful insights. https://www.youtube.com/watch?v=vWiNNoXYZG8

**Average Rating:** 4.4/5.0

**Total Reviews:** 207

#### How Do G2 Users Rate SAS Visual Analytics?

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

#### Who Is the Company Behind SAS Visual Analytics?

- **Seller:** [SAS Institute Inc.](https://www.g2.com/sellers/sas-institute-inc-df6dde22-a5e5-4913-8b21-4fa0c6c5c7c2)
- **Year Founded:** 1976
- **HQ Location:** Cary, NC
- **Twitter:** @SASsoftware  
60,863 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=64db42c044af5bbad79bd9677a620a6c31a8ff1abf4e7b2a6f1d6ed9561d105d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1491%2F&secure%5Burl_type%5D=linkedin_company_website)  
18,638 employees on LinkedIn®
- **Phone:** 1-800-727-0025

#### Who Uses This Product?

- **Who Uses This:** Student
- **Top Industries:** Banking, Higher Education
- **Company Size:** 42% Large, 32% Small

#### What Do G2 Reviewers Say About SAS Visual Analytics?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of SAS Visual Analytics, enabling quick insights for non-technical individuals.
- Users appreciate the **seamless integration** of SAS Visual Analytics with various data sources for efficient data handling.
- Users value the **ease of use for data analysis** , making exploration and dashboard creation straightforward and insightful.
- Users find the **data visualization features** of SAS Visual Analytics essential for presenting insights effectively.
- Users appreciate the **dynamic charting features** of SAS Visual Analytics, enhancing data exploration and insight sharing effortlessly.

##### Cons

- Users experience **slow performance** with SAS Visual Analytics when handling large datasets or complex reports in cloud environments.
- Users find SAS Visual Analytics to be **expensive** , which may deter some businesses from adopting its functionality.
- Users report **bugs and integration difficulties** with SAS Visual Analytics, hindering smooth operation and programming compatibility.
- Users find the **complexity** of SAS Visual Analytics challenging, emphasizing the need for a more user-friendly interface.
- Users find the **complexity of the interface** challenging, suggesting a need for a more user-friendly design.

#### What Are Recent G2 Reviews of SAS Visual Analytics?

**["Fast and Efficient Data Transformation"](https://www.g2.com/survey_responses/sas-visual-analytics-review-12713877)**

**Rating:** 5.0/5.0 stars

_— Francisco Javier R._

[Read full review](https://www.g2.com/survey_responses/sas-visual-analytics-review-12713877)

**["Ease of Use and Powerful Display"](https://www.g2.com/survey_responses/sas-visual-analytics-review-12707936)**

**Rating:** 4.0/5.0 stars

_— Elisa L._

[Read full review](https://www.g2.com/survey_responses/sas-visual-analytics-review-12707936)

#### What Are G2 Users Discussing About SAS Visual Analytics?

- [What is SAS Add-In for Microsoft Office 365 used for?](https://www.g2.com/discussions/what-is-sas-add-in-for-microsoft-office-365-used-for) - 1 comment
- [What is SAS Visual Text analytics?](https://www.g2.com/discussions/what-is-sas-visual-text-analytics) - 3 comments
- [What are the components of Visual Analytics?](https://www.g2.com/discussions/what-are-the-components-of-visual-analytics) - 2 comments
- [How does SAS Visual Analytics work?](https://www.g2.com/discussions/how-does-sas-visual-analytics-work) - 1 comment
- [What can SAS Visual Analytics do?](https://www.g2.com/discussions/what-can-sas-visual-analytics-do) - 1 comment

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Spotlight Categories

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- [Agentic Analytics](/categories/agentic-analytics)
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- [Drone Analytics](/categories/drone-analytics)

- [Enterprise Search Software](/categories/enterprise-search-software)
- [Graph Visualization Tools](/categories/graph-visualization-tools)
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[Browse Analytics Platforms Themes](/categories/analytics-platforms/themes)

 ![Tian Lin](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Tian Lin")
TL

Researched and written by [Tian Lin](https://research.g2.com/insights/author/tian-lin)

Updated July 2, 2025

Analytics platforms provide a tool set for businesses to transform raw data into meaningful, actionable insights. They enable organizations to explore data, uncover trends, forecast future outcomes, and support informed decision making.

Unlike tools limited to reporting on past performance, analytics platforms often include advanced capabilities such as predictive modeling, statistical analysis, and machine learning (ML). These platforms are designed to be flexible and scalable, supporting a wide range of use cases across the business.

These platforms are used in nearly every business function, from marketing and sales to finance, operations, and HR, supporting both strategic planning and day-to-day performance monitoring. From data analysts and scientists to business stakeholders and executives, analytics platforms are used by a wide range of personas. While analysts focus on exploring data and generating insights, self-service tools now enable non-technical users to interact directly with data. IT teams support platform integration and security, reflecting the growing push to democratize data access and embed analytics into daily decision-making across the organization.

Analytics platforms support critical functions such as data blending and modeling, enabling users to combine data from diverse sources and build robust, interconnected data models. The visual outputs — dashboards, reports, and interactive charts — help users explore trends, drill down into granular details, and communicate insights clearly.

Unlike standalone data visualization tools, which are limited to presenting information, analytics platforms encompass the full analytical workflow. Many also offer advanced capabilities such as embedded analytics, natural language query, and augmented analytics, which leverage ML to automate insight discovery and make data exploration more accessible to a broader audience.

Analytics platforms and [business intelligence (BI) software](https://www.g2.com/categories/business-intelligence) often work in tandem to support data-driven organizations. While BI tools focus on tracking and reporting historical performance through dashboards and key performance indicators (KPI), analytics platforms provide broader capabilities that support exploratory analysis and strategic planning. BI answers "what happened," while analytics platforms help users understand why it happened and what might happen next. Rather than replacing BI, analytics platforms complement it by enabling deeper insights and empowering a wider range of users across the organization.

To qualify for inclusion in the Analytics Platforms category, a product must:

- Ingest and integrate data from a wide range of structured and semi-structured sources
- Prepare and transform data using built-in tools for cleaning, enrichment, and formatting
- Support connections to diverse data sources, including file uploads, databases, application programming interfaces (API), and SaaS apps
- Enable users to model data relationships, join datasets, and explore data interactively
- Offer tools to build meaningful business reports, dashboards, and visualizations
- Allow creation and sharing of internal analytics applications or embedded insights across teams

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