# Best Analytics Platforms - Page 8

## 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
- 29,000+ 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**

### Looker

Looker, Google Cloud’s business intelligence platform, enables you to chat with your data. Organizations turn to Looker for self-service and governed BI, to build custom applications with trusted metrics, or to bring Looker modeling to their existing environment. The result is improved data engineering efficiency and true business transformation.

[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=2026-08-13T17%3A38%3A55Z&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=5048&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%3Dda78c647-2cbc-4cf3-b7bf-0a97676c2161%257C7a1b0687-5a78-47e9-922e-4bf393496813%26page%3D8&secure%5Btoken%5D=28d397b886278118e27e76bbd87993453bb64fbd28d2c6e16592d24b7477c190&secure%5Burl%5D=https%3A%2F%2Fcloud.google.com%2Flooker%3Futm_source%3DG2%26utm_medium%3Ddisplay%26utm_campaign%3DCloud-SS-DR-GCP-1713658-GCP-DR-NA-US-en-G2-Display-Banner-All-%2525epid%21-%2525ecid%21-looker%26utm_content%3D%257Bdevice%257D-%257Badgroupid%257D-%257Bnetwork%257D-%257Btargetid%257D-%257Bloc_physical_ms%257D-%257Bcampaignid%257D&secure%5Burl_type%5D=custom_url)

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

A BIMachine é uma plataforma cloud de Business Intelligence e Analytics, fornecida no modelo software-as-a-service, contando com os recursos para ajudar a sua empresa a ser mais eficiente e crescer no mercado. Mais do que praticidade, BI e cloud é uma integração que pressupõe assertividade, e estes são dois fatores que não podem faltar na receita de expansão de qualquer organização. Considerada a maior plataforma de Analytics da América Latina, a BIMachine é 100% brasileira, completa e escalável para criação de aplicações de negócio em nuvem. Com APP mobile disponível em IOS e Android, é possível ter a informação do seu negócio na palma da sua mão e no momento que você precisar. Além disso, a ferramenta permite criar painéis com suas análises, gráficos, mapas e KPI′s, para visualizar suas informações em um único local. Ademais, você pode criar análises a partir da sua origem de dados e modelar a melhor visão do seu negócio através de tabelas e gráficos, acompanhando indicadores de desempenho de uma maneira interativa e automatizada (automatizando o envio de reports por e-mail e WhatsApp).

**Average Rating:** 4.6/5.0

**Total Reviews:** 22

#### How Do G2 Users Rate BIMachine?

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

#### Who Is the Company Behind BIMachine?

- **Seller:** [BIMachine](https://www.g2.com/sellers/bimachine)
- **Year Founded:** 2014
- **HQ Location:** Lajeado, Rio Grande do Sul
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=acd13ceccbd36e062cf55529afc5c3dd3ed13cad325925bfd641013903f11908&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fbim-machinells%2F&secure%5Burl_type%5D=linkedin_company_website)  
49 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 58% Small, 21% Medium

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

**["Ethical and pre-eminent platform for data visualization"](https://www.g2.com/survey_responses/bimachine-review-9484299)**

**Rating:** 4.5/5.0 stars

_— Isil A._

[Read full review](https://www.g2.com/survey_responses/bimachine-review-9484299)

**["Powerful Business Intelligence project platform"](https://www.g2.com/survey_responses/bimachine-review-9506872)**

**Rating:** 4.5/5.0 stars

_— Anapierski R._

[Read full review](https://www.g2.com/survey_responses/bimachine-review-9506872)

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

- [What is BIMachine used for?](https://www.g2.com/discussions/what-is-bimachine-used-for) - 2 comments

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

TIMi is the most efficient Data Science and Data Processing Platform. Since 2007, we have been creating and improving the most powerful framework to push the barriers of analytics, predictive analytics, AI and Big Data, while offering a helpful, fast and friendly environment. The TIMi Suite consists of four tools: 1. Anatella (Analytical ETL, Data Prep & Big Data), 2. Modeler (Auto-ML / Automated Predictive Modelling / Automated-AI), 3. StarDust (3D Segmentation) 4. Kibella (BI Dashboarding solution). TIMi dominates the Data Science market: In the "Summer 2022 - Momentum Report” from G2, in the “Data Science” category, TIMi has the #1 rank: TIMi is the Data Science solution with both the highest market growth and the highest customer-satisfaction! More about this subject here: https://timi.eu/blog/timi-the-number-one-data-science-platform/

**Average Rating:** 4.8/5.0

**Total Reviews:** 50

#### How Do G2 Users Rate TIMi?

- **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:** 8.1/10 (Category avg: 8.7/10)
- **Calculated Fields:** 9.5/10 (Category avg: 8.5/10)

#### Who Is the Company Behind TIMi?

- **Seller:** [TIMi SPRL](https://www.g2.com/sellers/timi-sprl)
- **Year Founded:** 2007
- **HQ Location:** Brussels
- **Twitter:** @TIMiSuite  
3,532 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=971f3925a6956e05a647be8fd1276e7d0dff730641661fd07a00aa7e188d7784&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Ftimisuite%2F&secure%5Burl_type%5D=linkedin_company_website)  
86 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services, Banking
- **Company Size:** 40% Small, 32% Large

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

_AI-generated summary from verified user reviews_

##### Pros

- Users praise the **exceptional customer support** from the TIMi team, highlighting their quick responses and helpfulness.
- Users find TIMi's platform incredibly **user-friendly** , facilitating intuitive navigation and quick learning for efficient data transformation.
- Users appreciate the **user-friendly interface and exceptional team support** of TIMi, enhancing productivity and efficiency.
- Users praise the **automation capabilities** of TIMi, noting its speed and ease of use for data transformations.
- Users love the **fast and intuitive charting features** of TIMi, enabling quick data transformations and analysis.

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

**["Effortless ETL with Potential for ML Growth"](https://www.g2.com/survey_responses/timi-review-12545228)**

**Rating:** 4.0/5.0 stars

_— Zainab Y._

[Read full review](https://www.g2.com/survey_responses/timi-review-12545228)

**["TIMi and Anatella: fast, scalable, and efficient ML pipeline for very large volumes"](https://www.g2.com/survey_responses/timi-review-12712058)**

**Rating:** 5.0/5.0 stars

_— Hugo D._

[Read full review](https://www.g2.com/survey_responses/timi-review-12712058)

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

- [What is TIMi Suite used for?](https://www.g2.com/discussions/what-is-timi-suite-used-for) - 1 comment

### [Entrinsik Informer](https://www.g2.com/products/entrinsik-informer/reviews)

Founded in 1984, Entrinsik is an established, global software company based in Raleigh, North Carolina. Over 3,000 organizations in many industries around the world use Entrinsik software every day. Our state of the art solutions improve efficiency, productivity, and streamline daily operations Informer 5 is a robust, extensible data discovery and analytics platform that simplifies the process of accessing, cleansing, blending, and analyzing on-prem and cloud data. Aggregate disparate data using a single web-based platform to create a cohesive, curated, governed data hub for self-service data analysis. Explore, visualize and analyze relevant data on the fly. Securely publish Reports and collaborate with colleagues. Generate Dashboards that consolidate critical performance metrics. Informer is used extensively within various industries including Higher Education, Insurance, Manufacturing & Distribution, Healthcare, Public Safety, Not-for-Profit, Government, CRM, and many others. Informer Embedded is the perfect choice for software applications looking to provide purposeful, self-service analytics within or complementing their solution. Integration is quick and seamless with our heavily experienced and results-driven in-house team. You can choose your integration path with options from inlined content to external, connected but separate full applications. All options are entirely customizable and white-labeled to match the look and feel of your brand flawlessly so that you can provide critical insights without having to sacrifice your software’s identity. Contact us at informersales@entrinsik.com, 888-703-0016 for access to the Informer Sandbox to get a feel for the platform on your own or to schedule a one-on-one conversation or demo. Let us help you uncover insights in your data.

**Average Rating:** 4.7/5.0

**Total Reviews:** 10

#### How Do G2 Users Rate Entrinsik Informer?

- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.1/10)
- **Steps to Answer:** 8.0/10 (Category avg: 8.4/10)
- **Reports Interface:** 7.5/10 (Category avg: 8.7/10)
- **Calculated Fields:** 6.9/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Entrinsik Informer?

- **Seller:** [Entrinsik](https://www.g2.com/sellers/entrinsik)
- **Year Founded:** 1984
- **HQ Location:** Raleigh, NC - North Carolina
- **Twitter:** @Entrinsik  
471 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=4310e026efd03573b151be56919dfb8370aba4bda6756e77c9bcfca0cc3cb9db&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fentrinsik-inc.%2F&secure%5Burl_type%5D=linkedin_company_website)  
43 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Higher Education
- **Company Size:** 73% Medium, 18% Large

#### What Are Recent G2 Reviews of Entrinsik Informer?

**["Excellent Reporting Tool!"](https://www.g2.com/survey_responses/entrinsik-informer-review-4563627)**

**Rating:** 5.0/5.0 stars

_— Verified User in Higher Education_

[Read full review](https://www.g2.com/survey_responses/entrinsik-informer-review-4563627)

**["Informer is a high speed, low drag, teflon coated reporting solution"](https://www.g2.com/survey_responses/entrinsik-informer-review-4563621)**

**Rating:** 5.0/5.0 stars

_— Peter C._

[Read full review](https://www.g2.com/survey_responses/entrinsik-informer-review-4563621)

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

MINEO is the platform to explore your data, build and deploy Python supercharged notebooks. It also monitors the quality of your data using machine learning A better Python Notebook --------------------------------- Mineo takes Python notebooks to the next level by adding production-grade features such as: \* Switchable layout modes: Notebook, Dashboard and Mobile. \* No code Widgets (SQL Query, Graphics, Tables, KPIs, Title, Images, and Forms) to explore and interact with your content without programming. \* Integrated SQL Data sources to access databases directly. \* Compatible with Jupyter notebooks. Import your existing notebooks from .ipynb or export from mineo to other apps. \* Built-in version control system \* Ability to share and work collaboratively. \* Integrated filesystem to store your data up to 10TB. \* Ability to export your notebook to PDF \* Support for project wide variables \* Support for Python blocks, Markdown, LaTeX and Widgets. \* Detailed logs and permissions (view, view code, execute) at user/group level. \* Automatic code generation powered by OpenAI.

**Average Rating:** 4.8/5.0

**Total Reviews:** 11

#### How Do G2 Users Rate MINEO?

- **Steps to Answer:** 9.5/10 (Category avg: 8.4/10)
- **Reports Interface:** 9.8/10 (Category avg: 8.7/10)
- **Calculated Fields:** 9.6/10 (Category avg: 8.5/10)

#### Who Is the Company Behind MINEO?

- **Seller:** [MINEO Data Solutions S.L.](https://www.g2.com/sellers/mineo-data-solutions-s-l)
- **Year Founded:** 2023
- **HQ Location:** Madrid, Spain
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=e6308cbba781dbed261496618fe3174d434d49b37bf8b068b384b86dbccfb942&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fmineo-app%2F&secure%5Burl_type%5D=linkedin_company_website)  
3 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 73% Small, 27% Medium

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

**["Elevating Python Notebooks to New Heights"](https://www.g2.com/survey_responses/mineo-review-8622474)**

**Rating:** 5.0/5.0 stars

_— Elias E._

[Read full review](https://www.g2.com/survey_responses/mineo-review-8622474)

**["MINEO has the features of Power Bi and Google Colab, all in one."](https://www.g2.com/survey_responses/mineo-review-8576558)**

**Rating:** 5.0/5.0 stars

_— Juan Pedro P._

[Read full review](https://www.g2.com/survey_responses/mineo-review-8576558)

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

CaliberMind is the GTM Intelligence and Multi-Touch Attribution platform for enterprise marketers seeking to make data-driven decisions. The platform solves the critical challenge of fragmented and siloed data by unifying disconnected marketing and sales engagement signals into a single, reliable view of the buyer journey. By connecting prospect activities directly to outcomes, CaliberMind delivers a complete picture of go-to-market performance attributing it to the hard unit of measure that business cares about - the revenue dollars. Our AI-assisted reporting features leverage this unified data foundation to streamline creation of role-based dashboards and aggregation of buyer journey summaries, turning data chaos into clear, actionable insights. This empowers marketing teams to confidently prove their impact, optimize campaign performance, and shift their focus from manual reporting to making the strategic decisions that drive predictable revenue. We help Marketing Operations, Sales Operations and Revenue Operations Teams to Deploy Analytics and Custom Reporting At Scale. The era of spreadsheet scrambles, ad-hoc report pulls, and data guesswork that takes days is over. MOps teams shouldn’t be buried in tickets and manual rework — and Marketing leadership shouldn’t have to wait for their reports and then wonder if the numbers are right. CaliberMind helps you solve for both: Our dashboards deliver executive-ready insights, powered by harmonized data — no stitching, no second-guessing. Say goodbye to double-counting, under-reporting, and data wrangling. Say hello to “give me five minutes to check that.”

**Average Rating:** 4.5/5.0

**Total Reviews:** 193

#### How Do G2 Users Rate CaliberMind?

- **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.1/10)
- **Steps to Answer:** 3.9/10 (Category avg: 8.4/10)
- **Reports Interface:** 7.2/10 (Category avg: 8.7/10)
- **Calculated Fields:** 5.6/10 (Category avg: 8.5/10)

#### Who Is the Company Behind CaliberMind?

- **Seller:** [CaliberMind](https://www.g2.com/sellers/calibermind)
- **Company Website:** www.CaliberMind.com
- **Year Founded:** 2016
- **HQ Location:** Boulder, CO
- **Twitter:** @calibermind  
640 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=39de4aa31da2664bc9b049102db2c55a3b96e5d45ce1f98018c2526ea5578dfe&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F6439916%2F&secure%5Burl_type%5D=linkedin_company_website)  
32 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Account Executive
- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 48% Medium, 45% Large

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

_AI-generated summary from verified user reviews_

##### Pros

- Users highlight the **ease of use** of CaliberMind, appreciating its straightforward setup and flexible reporting capabilities.
- Users value the **clarity and flexibility in data insights** provided by CaliberMind, enhancing their marketing and sales strategies.
- Users praise CaliberMind for its **attribution accuracy** , enabling clear insights into marketing effectiveness and campaign performance.
- Users value the **responsive customer support** of CaliberMind, praising their efficient solutions and proactive communication.
- Users value the **remarkable analytics capabilities** of CaliberMind, enabling deep insights into campaign performance and engagement.

##### Cons

- Users face a **steep learning curve** with CaliberMind, making setup and maintenance challenging for new marketers.
- Users find the **complexity of data sharing and organization** a challenge, impacting their overall experience with CaliberMind.
- Users face a **steep learning curve** with CaliberMind, especially impacting junior marketers and data nuances.
- Users find **limitations in engagement options** and desire improved organization, faster loading, and fewer unnecessary functions.
- Users find CaliberMind to have a **not intuitive** setup process, complicating effective use and real-time data access.

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

**["Highly Customizable but Needs Improved Onboarding"](https://www.g2.com/survey_responses/calibermind-review-5378281)**

**Rating:** 5.0/5.0 stars

_— Verified User in Financial Services_

[Read full review](https://www.g2.com/survey_responses/calibermind-review-5378281)

**["Clear Multi-Channel Revenue Impact Insights in One UI"](https://www.g2.com/survey_responses/calibermind-review-12706399)**

**Rating:** 4.5/5.0 stars

_— Kaitlyn H._

[Read full review](https://www.g2.com/survey_responses/calibermind-review-12706399)

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

- [How do you use Calibermind?](https://www.g2.com/discussions/how-do-you-use-calibermind)
- [What is the use of Calibermind?](https://www.g2.com/discussions/what-is-the-use-of-calibermind) - 1 comment
- [What is Leadspace?](https://www.g2.com/discussions/what-is-leadspace)
- [What does CaliberMind do?](https://www.g2.com/discussions/what-does-calibermind-do) - 1 comment

### [Pyramid](https://www.g2.com/products/pyramid-analytics-pyramid/reviews)

Pyramid is a tier one, enterprise-grade Analytics Operating System that scales from single-user self-service analytics to thousand-user centralized deployments—covering simple-but-effective data visualizations to advanced machine learning capabilities. The agnostic Analytics OS features a universal client for any device and OS. It can be installed on most platforms—both on-premises or in the cloud—and it can operate against and with most popular data stacks. Pyramid allows users and organizations to balance self-service productivity and governance. It is an adaptive analytic platform that provides different capabilities and experiences based on user needs and skills, all while managing content as a shared resource. It is designed to support your organization’s entire decision workflow, and give everyone the tools to conduct self-service analytics. Importantly, the Analytics OS solves the “last mile problem,” closing the gap between your organization’s stated analytics strategy and actual analytics implementation. Pyramid features six distinct analytics modules (Model, Formulate, Discover, Illustrate, Present, and Publish)—plus an Administrative Console and Content Management System—to deliver a truly universal analytics experience across the entire analytics workflow.

**Average Rating:** 4.1/5.0

**Total Reviews:** 15

#### How Do G2 Users Rate Pyramid?

- **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 9.1/10)
- **Steps to Answer:** 7.8/10 (Category avg: 8.4/10)
- **Reports Interface:** 7.9/10 (Category avg: 8.7/10)
- **Calculated Fields:** 7.9/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Pyramid?

- **Seller:** [Pyramid Analytics](https://www.g2.com/sellers/pyramid-analytics)
- **Year Founded:** 2008
- **HQ Location:** Amsterdam
- **Twitter:** @PyramidAnalytic  
10,219 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=36f592999b01653e45af7b6d382eb7a6073446f2e04d32dfa99c54edd2315a4f&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1919217%2F&secure%5Burl_type%5D=linkedin_company_website)  
104 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 47% Large, 35% Small

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

**["Pyramid is flexible and ready to accommodate any changes with clients requirements."](https://www.g2.com/survey_responses/pyramid-review-5086738)**

**Rating:** 4.5/5.0 stars

_— Verified User in Medical Devices_

[Read full review](https://www.g2.com/survey_responses/pyramid-review-5086738)

**["Pyramid has a lot to offer and many quick tools for presentation"](https://www.g2.com/survey_responses/pyramid-review-3879861)**

**Rating:** 5.0/5.0 stars

_— Paul H._

[Read full review](https://www.g2.com/survey_responses/pyramid-review-3879861)

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

Inzata is a data analytics platform for integrating, exploring, and analyzing data of any kind, from any source, at massive scale with impeccable speed. Go from raw data to actionable insights in under 30 minutes! Powerful Artificial Intelligence-based data modeling and a patented analytics engine help users quickly load, blend, prep and model raw and unstructured data into powerful enterprise data models, actionable real-time analytics, and engaging visualizations. We help people explore and discover the value of their data, in record time. We pride ourselves on our ability to build 360° views of any company's data, across a multitude of systems, in minutes. Inzata's experience provides the future of Big Data analysis: extremely fast, accurate, and machine-accelerated.

**Average Rating:** 4.7/5.0

**Total Reviews:** 15

#### How Do G2 Users Rate Inzata?

- **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.1/10)
- **Steps to Answer:** 7.1/10 (Category avg: 8.4/10)
- **Reports Interface:** 8.3/10 (Category avg: 8.7/10)
- **Calculated Fields:** 7.8/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Inzata?

- **Seller:** [Inzata](https://www.g2.com/sellers/inzata)
- **Year Founded:** 2016
- **HQ Location:** Tampa, Florida
- **Twitter:** @InzataAnalytics  
310 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=b0f3c45b9f5b0222efe17c57ba665cffb8443a205e722353beea7dd7318863f8&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Finzata%2F&secure%5Burl_type%5D=linkedin_company_website)  
23 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 67% Small, 20% Medium

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

**["it makes analytics easy along with responsiveness."](https://www.g2.com/survey_responses/inzata-review-8186439)**

**Rating:** 4.5/5.0 stars

_— Shailesh M._

[Read full review](https://www.g2.com/survey_responses/inzata-review-8186439)

**["Power and functionality"](https://www.g2.com/survey_responses/inzata-review-8050260)**

**Rating:** 4.5/5.0 stars

_— Antonello C._

[Read full review](https://www.g2.com/survey_responses/inzata-review-8050260)

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

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

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

TURBOARD is a business intelligence platform transforming complex datasets into actionable insights. It unifies diverse sources, from databases to ERPs, and processes varying dataset types without assuming underlying data clutter. A key differentiator is JAS, our Generative AI Data Agent, which lets users interact with data via natural language. JAS automates complex data preparation by generating SQL queries, translating requirements into Pandas functions, and building or editing entire dashboards and charts from simple text commands. Additionally, JAS delivers structured, persona-based text explanations to ensure all users can easily grasp complex metrics. TURBOARD features 25+ chart types, patented dashboard cloning for side-by-side comparisons, and companion modules like GIS mapping and Scorecards. Designed for scalability, it offers flexible deployment options including custom on-premise LLMs for strict data privacy.

**Average Rating:** 4.4/5.0

**Total Reviews:** 10

#### How Do G2 Users Rate TURBOARD?

- **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 9.1/10)
- **Steps to Answer:** 8.6/10 (Category avg: 8.4/10)
- **Reports Interface:** 8.6/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.1/10 (Category avg: 8.5/10)

#### Who Is the Company Behind TURBOARD?

- **Seller:** [E-Kalite](https://www.g2.com/sellers/e-kalite)
- **Year Founded:** 2004
- **HQ Location:** Ankara, TURKEY
- **Twitter:** @turboard  
111 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=74215ed6e921b050a6042253251547ad3b62a81f3d917ef11c99ad51b9f880d4&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fe-quality-software-llc%2F&secure%5Burl_type%5D=linkedin_company_website)  
86 employees on LinkedIn®
- **Phone:** +90 312 210 15 12

#### Who Uses This Product?

- **Company Size:** 45% Medium, 27% Large

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

**["Great Intuitive Tool for Business Intelligence"](https://www.g2.com/survey_responses/turboard-review-8561835)**

**Rating:** 4.5/5.0 stars

_— Sagar C._

[Read full review](https://www.g2.com/survey_responses/turboard-review-8561835)

**["Displaying data in a simple and intuitive way"](https://www.g2.com/survey_responses/turboard-review-8539396)**

**Rating:** 4.0/5.0 stars

_— Antonello C._

[Read full review](https://www.g2.com/survey_responses/turboard-review-8539396)

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

- [What is TURBOARD used for?](https://www.g2.com/discussions/what-is-turboard-used-for) - 1 comment

### [Salient](https://www.g2.com/products/salient-management-company-salient/reviews)

Salient’s Consumer Goods Application gives you a complete picture of performance by correlating all relevant information your company gathers. Sources include Route Accounting Systems, cost of goods, operations, financials, as well as syndicated data such as Nielsen or IRI. This allows executives, sales managers, and field reps to evaluate sales and profitability within their customers and products, as well as improve effectiveness of space allotted.

**Average Rating:** 4.4/5.0

**Total Reviews:** 12

#### How Do G2 Users Rate Salient?

- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.1/10)
- **Steps to Answer:** 8.8/10 (Category avg: 8.4/10)
- **Reports Interface:** 9.2/10 (Category avg: 8.7/10)
- **Calculated Fields:** 7.5/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Salient?

- **Seller:** [Salient Management Company](https://www.g2.com/sellers/salient-management-company)
- **Year Founded:** 1986
- **HQ Location:** Horseheads, NY
- **Twitter:** @SalientMgmtComp  
17 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=acd2e76667fd8a6bf4a31d21e9c5b501e0e69cc4c7861391215b983597e92c36&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F18594%2F&secure%5Burl_type%5D=linkedin_company_website)  
162 employees on LinkedIn®
- **Phone:** 607-739-4511

#### Who Uses This Product?

- **Top Industries:** Food & Beverages
- **Company Size:** 69% Medium, 38% Large

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

_AI-generated summary from verified user reviews_

##### Pros

- Users love the **extensive customization options** in Salient, allowing tailored reports and flexible filters for their needs.
- Users value the **flexible reporting options** in Salient, allowing for detailed insights tailored to their needs.
- Users appreciate the **flexible data visualization** capabilities of Salient, enabling customized and detailed reporting for insights.
- Users appreciate the **flexible reporting features** of Salient, enabling tailored insights and efficient data analysis.
- Users value the **detailed reporting capabilities** of Salient, allowing for easy customization and various filters.

##### Cons

- Users find the **expensive pricing model** inconvenient, as only one user can access the product at a time.
- Users find the **single-user restriction** inconvenient, making it difficult for multiple users to utilize Salient simultaneously.

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

**["Keeps Records Tidy"](https://www.g2.com/survey_responses/salient-review-11023621)**

**Rating:** 5.0/5.0 stars

_— Verified User in Supermarkets_

[Read full review](https://www.g2.com/survey_responses/salient-review-11023621)

**["Great reporting tool"](https://www.g2.com/survey_responses/salient-review-4933416)**

**Rating:** 4.5/5.0 stars

_— Tricia A._

[Read full review](https://www.g2.com/survey_responses/salient-review-4933416)

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

- [What is Margin Minder used for?](https://www.g2.com/discussions/what-is-margin-minder-used-for)

### [Phrazor by vPhrase](https://www.g2.com/products/phrazor-by-vphrase/reviews)

Phrazor by vPhrase Analytics is a self-service augmented analytics solution that delivers AI-powered stories from data. It uses NLG capabilities to automatically generate deep insights from complex datasets in digestible language and a narrative format. Phrazor’s applicability has been proven in Marketing, BFSI, FMCG, Pharmaceutical, Logistics, and more industries. Free trial for G2 users: https://phrazor.ai/trial

**Average Rating:** 4.7/5.0

**Total Reviews:** 23

#### How Do G2 Users Rate Phrazor by vPhrase?

- **Steps to Answer:** 6.7/10 (Category avg: 8.4/10)
- **Reports Interface:** 6.7/10 (Category avg: 8.7/10)
- **Calculated Fields:** 6.7/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Phrazor by vPhrase?

- **Seller:** [vPhrase Analytics Solutions](https://www.g2.com/sellers/vphrase-analytics-solutions)
- **Year Founded:** 2015
- **HQ Location:** Mumbai, India
- **Twitter:** @vphrase  
269 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a8e17af24925161e46ac8505a454cd784351b3829386d2764a6458016689b48d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fvphrase%2F&secure%5Burl_type%5D=linkedin_company_website)  
8 employees on LinkedIn®
- **Total Revenue (USD mm):** $2

#### Who Uses This Product?

- **Company Size:** 43% Large, 43% Medium

#### What Are Recent G2 Reviews of Phrazor by vPhrase?

**["Phrase language enhancing accuracy"](https://www.g2.com/survey_responses/phrazor-by-vphrase-review-8748097)**

**Rating:** 5.0/5.0 stars

_— Long M._

[Read full review](https://www.g2.com/survey_responses/phrazor-by-vphrase-review-8748097)

**["Phrazor has helped us improve our Operational efficiency without the need of an Analytics team"](https://www.g2.com/survey_responses/phrazor-by-vphrase-review-4843805)**

**Rating:** 5.0/5.0 stars

_— Shabbir M._

[Read full review](https://www.g2.com/survey_responses/phrazor-by-vphrase-review-4843805)

#### What Are G2 Users Discussing About Phrazor by vPhrase?

- [What is Phrazor by vPhrase used for?](https://www.g2.com/discussions/what-is-phrazor-by-vphrase-used-for)

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

Stratifyd is the only next-gen experience analytics platform powered by Smart AI™ that empowers people of all skill levels to move beyond traditional customer experience analytics. By surfacing insights that existing approaches may miss, Stratifyd Smart AI™ takes the burden of manual analytics off teams, proactively surfacing hidden signals and themes 24/7 to ensure you never miss another insight. Today, many organizations have tons of data but lack the ability, time, resources, or budget to truly expose the insights that matter most to them. This is where Stratifyd stands out. With these challenges in mind, we have purpose-built the Stratifyd platform that will unify data from all your different sources and, through Smart AI™, automatically uncover the actionable insights you didn't know you were missing to: - Hit mission critical KPIs - Grow revenue - Drive loyalty - Reduce costs - Improve efficiency

**Average Rating:** 4.3/5.0

**Total Reviews:** 18

#### How Do G2 Users Rate Stratifyd?

- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.1/10)
- **Steps to Answer:** 6.7/10 (Category avg: 8.4/10)
- **Reports Interface:** 10.0/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.3/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Stratifyd?

- **Seller:** [Stratifyd](https://www.g2.com/sellers/stratifyd)
- **Year Founded:** 2015
- **HQ Location:** Charlotte, US
- **Twitter:** @getStratifyd  
997 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=4dd5f95cb78b92f4ec739ebe98418c70c417075ddb3da8278e094de4c2599586&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F10813350%2F&secure%5Burl_type%5D=linkedin_company_website)  
14 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 70% Large, 20% Medium

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

**["Great company and solution to help uncover actionable customer insights"](https://www.g2.com/survey_responses/stratifyd-review-4808690)**

**Rating:** 4.5/5.0 stars

_— Verified User in Computer Software_

[Read full review](https://www.g2.com/survey_responses/stratifyd-review-4808690)

**["Rich, automated insights"](https://www.g2.com/survey_responses/stratifyd-review-4930224)**

**Rating:** 4.5/5.0 stars

_— Craig W._

[Read full review](https://www.g2.com/survey_responses/stratifyd-review-4930224)

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

- [How do you use Stratifyd?](https://www.g2.com/discussions/how-do-you-use-stratifyd)
- [What is the use of Stratifyd?](https://www.g2.com/discussions/what-is-the-use-of-stratifyd)
- [When was Stratifyd founded?](https://www.g2.com/discussions/when-was-stratifyd-founded)

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

Analyzer™ harnesses a powerful partnership with Microsoft SQL Server Analysis Services. Analyzer’s OLAP-based design lets users explore their data in any direction, allowing them to validate theories and learn more about their business. The seamless integration with SQL Server continues as Analyzer™ helps users build intelligent dashboards and reports using SQL Server’s KPI feature. Leading organizations such as Walmart, L’Oreal, Nissan, LexisNexis, Eli Lilly, DataQuick, Allstate, and Honda have discovered the many benefits of using Analyzer™ for their mission-critical business intelligence. Analyzer™ is currently used by multiple industries and service business models such as SaaS, OEM, Enterprise, Resellers and Partners.

**Average Rating:** 4.2/5.0

**Total Reviews:** 21

#### How Do G2 Users Rate Analyzer?

- **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 9.1/10)
- **Steps to Answer:** 7.2/10 (Category avg: 8.4/10)
- **Reports Interface:** 8.3/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.5/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Analyzer?

- **Seller:** [Strategy Companion](https://www.g2.com/sellers/strategy-companion)
- **Year Founded:** 2005
- **HQ Location:** Irvine, CA
- **Twitter:** @StrategyComp  
452 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=1946f62541313de86c1575be0eadf0a58d576fee2eff72dd594d6d4dd976968d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F155860%2F&secure%5Burl_type%5D=linkedin_company_website)  
17 employees on LinkedIn®
- **Phone:** 714-460-8398

#### Who Uses This Product?

- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 76% Medium, 14% Small

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

**["Analyzer is a very powerful BI tool"](https://www.g2.com/survey_responses/analyzer-review-196795)**

**Rating:** 4.0/5.0 stars

_— Ryan M._

[Read full review](https://www.g2.com/survey_responses/analyzer-review-196795)

**["Strategy Companion Analyzer"](https://www.g2.com/survey_responses/analyzer-review-195794)**

**Rating:** 5.0/5.0 stars

_— Kameron V._

[Read full review](https://www.g2.com/survey_responses/analyzer-review-195794)

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

Promethium delivers self-service data at AI scale through its revolutionary Instant Data Fabric™ — the first agentic platform purpose-built for modern enterprises. Unlike traditional data architectures that require complex ETL pipelines and data movement, Promethium provides real-time, zero-copy access to distributed data across cloud, on-premises, and SaaS platforms. The platform's 360° Context Engine aggregates technical and business metadata to ensure accurate, contextual responses, while Mantra™, our Data Answer Agent, enables teams to build and share reusable data products instantly. Promethium empowers data teams to respond 10x faster to business questions while maintaining enterprise-grade governance and security.

**Average Rating:** 4.2/5.0

**Total Reviews:** 13

#### How Do G2 Users Rate Promethium?

- **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:** 8.5/10 (Category avg: 8.7/10)
- **Calculated Fields:** 9.2/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Promethium?

- **Seller:** [Promethium](https://www.g2.com/sellers/promethium)
- **Year Founded:** 2018
- **HQ Location:** Menlo Park, US
- **Twitter:** @PromethiumI  
366 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=10ca4ac1e72623a6a9801b68b27304b1579c7c5aec13c7baf21571d72a701f18&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fpm61data%2F&secure%5Burl_type%5D=linkedin_company_website)  
34 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 46% Medium, 31% Large

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

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **centralized data management** of Promethium, enhancing collaboration and decision-making with diverse data sources.
- Users value the **centralized analytics capabilities** of Promethium, enhancing collaboration and decision-making efficiently.
- Users value the **effective collaboration** capabilities of Promethium, enhancing teamwork and decision-making through centralized data management.
- Users find the **centralized data management** of Promethium enhances teamwork and simplifies data analytics effectively.
- Users appreciate the **interactive visualizations** of Promethium, enhancing data analysis and decision-making through effective representation.

##### Cons

- Users find **complex insights** challenging to interpret, particularly affecting non-expert user experience with Promethium.
- Users find the **complex insights** challenging to interpret, making it difficult for non-experts to use effectively.
- Users find **difficult learning** due to complex insights that challenge non-expert interpretation and understanding.
- Users find the **lack of features** in Promethium frustrating compared to other analytics tools.
- Users find the **limited features** of Promethium annoying compared to other essential analytics tools.

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

**["Promethium"](https://www.g2.com/survey_responses/promethium-review-8335269)**

**Rating:** 4.0/5.0 stars

_— Tulika ._

[Read full review](https://www.g2.com/survey_responses/promethium-review-8335269)

**["Great SaaS service to leverage digital transformation"](https://www.g2.com/survey_responses/promethium-review-8843317)**

**Rating:** 4.0/5.0 stars

_— Yahveh D._

[Read full review](https://www.g2.com/survey_responses/promethium-review-8843317)

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

Powerful ad-hoc analysis coupled with support for OLAP and pixel-perfect reporting. With ReportServer you are not limited to one provider's solutions. ReportServer integrates Jasper, Eclipse BIRT, Mondrian and Excel-based reporting: choose what best suits your needs! On top, it comes with powerful admin tools and scripting capabilities that make integration into any environment easy. ReportServer Community Edition is freely available under the open source AGPL license. The feature extended ReportServer Enterprise Edition can be fully tested for 45 days. Just give it a try.

**Average Rating:** 4.2/5.0

**Total Reviews:** 25

#### How Do G2 Users Rate ReportServer?

- **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 9.1/10)
- **Steps to Answer:** 7.3/10 (Category avg: 8.4/10)
- **Reports Interface:** 7.5/10 (Category avg: 8.7/10)
- **Calculated Fields:** 7.3/10 (Category avg: 8.5/10)

#### Who Is the Company Behind ReportServer?

- **Seller:** [InfoFabrik GmbH](https://www.g2.com/sellers/infofabrik-gmbh)
- **HQ Location:** Wiesbaden, Germany
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=b3d48cb4af94b7ea2d129555fa9b4b8257b33eddff6fb53d35fc01078e2fd1a9&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F3210261%2F&secure%5Burl_type%5D=linkedin_company_website)

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services
- **Company Size:** 48% Small, 36% Medium

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

**["Excellent Option for BI"](https://www.g2.com/survey_responses/reportserver-review-239405)**

**Rating:** 4.5/5.0 stars

_— Alexandre R._

[Read full review](https://www.g2.com/survey_responses/reportserver-review-239405)

**["Likely Value Leader in Reporting Platforms"](https://www.g2.com/survey_responses/reportserver-review-223854)**

**Rating:** 4.5/5.0 stars

_— Ken L._

[Read full review](https://www.g2.com/survey_responses/reportserver-review-223854)

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

Querio is an AI-native BI platform built to remove the bottleneck between business questions and reliable data answers. Instead of waiting on tickets or wrestling with traditional dashboard tools, users ask questions in plain English and get instant, explainable insights; with the option to drill down, refine filters, or edit the underlying SQL/Python at any time. Under the hood, Querio connects directly to modern data warehouses and databases (such as Snowflake, BigQuery, and Postgres) so every query runs on live, governed data — no extra data duplication or proprietary storage. A context layer lets data teams define joins, metrics, and business terminology once, and Querio’s AI agents reuse that knowledge for every query, keeping answers consistent across the organization. For business users, Querio feels like a conversational analyst: ask a question, follow up with “break this down by region” or “show last year instead,” and watch the visuals update while context is preserved. For technical teams, it’s a fully transparent workspace where generated SQL and Python are visible, editable, and versioned; ideal for deeper analysis and validation. querio.ai. Querio also powers embedded analytics experiences, letting product and platform teams ship AI-driven reporting directly inside their own applications. Theme tokens and APIs help match your design system so customer-facing analytics look and feel native. querio.ai Security and governance are first-class: Querio is SOC 2 Type II audited, uses read-only database connections with encrypted credentials, offers granular access control, and never uses your data or queries to train external models. Key Features Natural language querying & conversational analytics: Ask questions in everyday language, refine with follow-ups, and drill into details without writing SQL — the AI agent handles translation and context. Agentic notebooks (coding optional): Work in agentic notebooks where prompts, generated SQL/Python, charts, and narrative outputs live together. Business users stay in prompt mode; technical users can drop into code for fine-tuning. Explore - instant insights on live data: The Explore workspace lets you start from a prompt, iterate freely, drill down as many times as you need, and adjust filters or visualizations on the fly. AI-assisted dashboards & boards: Automatically generate charts and tables from questions, then organize them into dashboards and boards to track KPIs or tell data stories that stay synced with live data. Embedded analytics & AI experiences: Deliver customer-facing analytics that “just works”: embed AI-powered questions, charts, and tables into your product with APIs and theming tokens to match your design system. Context layer & business metrics: Define table relationships, business metrics, and glossary terms once; Querio’s AI then uses this context to keep answers consistent and trustworthy across all teams. Tagging, schema awareness, and data transparency: Tag unique database values inside prompts, quickly see what data Querio can access, and inspect the code it wrote; no hidden logic or “black box” queries. Stop & edit, full control for power users: Pause a run, tweak filters or generated SQL/Python, and re-run without leaving the workflow. This gives analysts the control they expect with the speed of AI. Version control for outputs: Update analyses and dashboards while keeping previous versions safe, so teams can compare past and present results without losing work. Secure, governed access: SOC 2 Type II, read-only access to databases, granular access control, and a policy that no LLM usage is ever used for training — even on the enterprise plan. \*Typical Use Cases\* For Product & Growth teams: - Funnel, activation, and feature adoption analysis - Experiment and cohort analysis without writing SQL - Self-serve product analytics embedded directly into the app For Revenue, Sales & Marketing: - Pipeline, MRR/ARR, and retention reporting - Campaign performance and attribution analysis - Shared boards for weekly and monthly business reviews - Operations & Support - Monitoring operational KPIs and SLAs in real time - Identifying bottlenecks and anomalies with follow-up questions - Answering ad-hoc performance questions without Excel exports For Data & Analytics teams: - Centralizing metrics, joins, and terminology in a single context layer - Reducing the data-request backlog while retaining governance - Reviewing and hardening AI-generated SQL/Python in a transparent workspace querio.ai - Embedded analytics for SaaS products (Adding self-service analytics to customer portals)

**Average Rating:** 4.6/5.0

**Total Reviews:** 11

#### How Do G2 Users Rate Querio?

- **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 9.1/10)
- **Reports Interface:** 8.3/10 (Category avg: 8.7/10)

#### Who Is the Company Behind Querio?

- **Seller:** [Querio AI](https://www.g2.com/sellers/querio-ai)
- **Year Founded:** 2024
- **HQ Location:** London, GB
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=31ac3548c309d71cbba59a955d1f3db737ab60645406b0aeb8dede85233c5e26&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F94249277%2F&secure%5Burl_type%5D=linkedin_company_website)  
9 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 45% Medium, 27% Large

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

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **accuracy of responses** from Querio, providing instant, precise insights for data analysis.
- Users commend Querio for its **efficient AI integration** , providing quick, accurate insights from CRM data using natural language queries.
- Users love the **fast and accurate data analysis** capabilities of Querio, simplifying their queries with natural language.
- Users praise the **impressive data visualization** features of Querio, delivering instant, accurate insights in natural language.
- Users appreciate the **outstanding ease of use** of Querio, enabling quick natural language queries for accurate insights.

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

**["Natural Language BI That Makes Data Exploration Fast and Accessible"](https://www.g2.com/survey_responses/querio-review-13230121)**

**Rating:** 4.5/5.0 stars

_— Atharva S._

[Read full review](https://www.g2.com/survey_responses/querio-review-13230121)

**["Bringing Natural Language to Business Intelligence"](https://www.g2.com/survey_responses/querio-review-13193928)**

**Rating:** 4.0/5.0 stars

_— Jeni J._

[Read full review](https://www.g2.com/survey_responses/querio-review-13193928)

- [‹ Prev ‹ Prev](/categories/analytics-platforms?hsCtaTracking=da78c647-2cbc-4cf3-b7bf-0a97676c2161%7C7a1b0687-5a78-47e9-922e-4bf393496813&order=g2_score&page=7#product-list)
- [1](/categories/analytics-platforms?hsCtaTracking=da78c647-2cbc-4cf3-b7bf-0a97676c2161%7C7a1b0687-5a78-47e9-922e-4bf393496813&order=g2_score#product-list)
- [2](/categories/analytics-platforms?hsCtaTracking=da78c647-2cbc-4cf3-b7bf-0a97676c2161%7C7a1b0687-5a78-47e9-922e-4bf393496813&order=g2_score&page=2#product-list)
- …
- [4](/categories/analytics-platforms?hsCtaTracking=da78c647-2cbc-4cf3-b7bf-0a97676c2161%7C7a1b0687-5a78-47e9-922e-4bf393496813&order=g2_score&page=4#product-list)
- [5](/categories/analytics-platforms?hsCtaTracking=da78c647-2cbc-4cf3-b7bf-0a97676c2161%7C7a1b0687-5a78-47e9-922e-4bf393496813&order=g2_score&page=5#product-list)
- [6](/categories/analytics-platforms?hsCtaTracking=da78c647-2cbc-4cf3-b7bf-0a97676c2161%7C7a1b0687-5a78-47e9-922e-4bf393496813&order=g2_score&page=6#product-list)
- [7](/categories/analytics-platforms?hsCtaTracking=da78c647-2cbc-4cf3-b7bf-0a97676c2161%7C7a1b0687-5a78-47e9-922e-4bf393496813&order=g2_score&page=7#product-list)
- 8
- [9](/categories/analytics-platforms?hsCtaTracking=da78c647-2cbc-4cf3-b7bf-0a97676c2161%7C7a1b0687-5a78-47e9-922e-4bf393496813&order=g2_score&page=9#product-list)
- [10](/categories/analytics-platforms?hsCtaTracking=da78c647-2cbc-4cf3-b7bf-0a97676c2161%7C7a1b0687-5a78-47e9-922e-4bf393496813&order=g2_score&page=10#product-list)
- [11](/categories/analytics-platforms?hsCtaTracking=da78c647-2cbc-4cf3-b7bf-0a97676c2161%7C7a1b0687-5a78-47e9-922e-4bf393496813&order=g2_score&page=11#product-list)
- [12](/categories/analytics-platforms?hsCtaTracking=da78c647-2cbc-4cf3-b7bf-0a97676c2161%7C7a1b0687-5a78-47e9-922e-4bf393496813&order=g2_score&page=12#product-list)
- …
- [24](/categories/analytics-platforms?hsCtaTracking=da78c647-2cbc-4cf3-b7bf-0a97676c2161%7C7a1b0687-5a78-47e9-922e-4bf393496813&order=g2_score&page=24#product-list)
- [25](/categories/analytics-platforms?hsCtaTracking=da78c647-2cbc-4cf3-b7bf-0a97676c2161%7C7a1b0687-5a78-47e9-922e-4bf393496813&order=g2_score&page=25#product-list)
- [Next › Next ›](/categories/analytics-platforms?hsCtaTracking=da78c647-2cbc-4cf3-b7bf-0a97676c2161%7C7a1b0687-5a78-47e9-922e-4bf393496813&order=g2_score&page=9#product-list)

Spotlight Categories

[Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms)

[CPQ Software](https://www.g2.com/categories/cpq)

[Identity and Access Management (IAM) Software](https://www.g2.com/categories/identity-and-access-management-iam)

[SEO Tools](https://www.g2.com/categories/seo-tools)

[Quality Management Systems (QMS)](https://www.g2.com/categories/quality-management-qms)

Similar Categories

- [Agentic Analytics](/categories/agentic-analytics)
- [AI Search and Discovery Platforms](/categories/ai-search-and-discovery-platforms)
- [Business Intelligence](/categories/business-intelligence)
- [Data Virtualization](/categories/data-virtualization)
- [Drone Analytics](/categories/drone-analytics)

- [Enterprise Search Software](/categories/enterprise-search-software)
- [Graph Visualization Tools](/categories/graph-visualization-tools)
- [Insight Engines](/categories/insight-engines)
- [Other Analytics](/categories/other-analytics)
- [Predictive Analytics](/categories/predictive-analytics)

- [Site Search Software](/categories/site-search-software)
- [Statistical Analysis](/categories/statistical-analysis)
- [Text Analysis](/categories/text-analysis)
- [Time Series Intelligence](/categories/time-series-intelligence)
- [Visitor Behavior Intelligence](/categories/visitor-behavior-intelligence)

[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

Show More