# Best Embedded Business Intelligence Software - Page 3

  *By [Bijou Barry](https://research.g2.com/insights/author/bijou-barry)*

   Embedded business intelligence software provides analytics capabilities within the context of a business application. Software developers can use embedded business intelligence tools to quickly incorporate self-service analytics capabilities into business applications. Additionally, some [business intelligence platforms](https://www.g2.com/categories/business-intelligence-platforms) and [self-service business intelligence software](https://www.g2.com/categories/self-service-business-intelligence) provide the ability to embed dashboards into applications used internally by employees, to allow for easier and more convenient analysis. The tools differ in terms of the degree of embeddability and the extent to which end users can customize the analytics and dashboards.

Embedded BI products provide developers with a software development kit for adding analytics functionality to a given application, making it easy to house the analytics inside a proprietary product. While these tools may be sold to enterprise companies to be deployed in internal systems, they are by and large sold to other software companies.

Embedded analytics are intended to be used by the average business user within an application, therefore they commonly offer self-service analysis functionality. However, if the product cannot be used as a standalone self-service business intelligence tool in addition to its embedding capability, it only qualifies for the Embedded Business Intelligence category.

To qualify for inclusion in the Embedded Business Intelligence category, a product must:

- Be able to be sold as an OEM product to other software development companies to be embedded within their application
- Be used by developers to embed analytics capabilities inside a business application
- Consume data from any source
- Allow users to transform data into a useful and relatable model embedded within a business application
- Create reports and visualizations with business utility embedded within a business application




  ## How Many Embedded Business Intelligence Software Products Does G2 Track?
**Total Products under this Category:** 146

  
## How Does G2 Rank Embedded Business Intelligence Software Products?

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

- 30 Analysts and Data Experts
- 17,800+ Authentic Reviews
- 146+ 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.

  
## Which Embedded Business Intelligence Software Is Best for Your Use Case?

- **Leader:** [Tableau](https://www.g2.com/products/tableau/reviews)
- **Highest Performer:** [Reveal](https://www.g2.com/products/reveal-2022-05-24/reviews)
- **Easiest to Use:** [Sigma](https://www.g2.com/products/sigma-computing-sigma/reviews)
- **Top Trending:** [Hex](https://www.g2.com/products/hex-tech-hex/reviews)
- **Best Free Software:** [Looker](https://www.g2.com/products/looker/reviews)

  
---

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### ThoughtSpot

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.



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---

  ## What Are the Top-Rated Embedded Business Intelligence Software Products in 2026?
### 1. [ZoomCharts](https://www.g2.com/products/zoomcharts/reviews)
  Create complex and interactive data visualizations with minimal input and development time by using a ready-to-go javascript charts library.


  **Average Rating:** 4.1/5.0
  **Total Reviews:** 39
**How Do G2 Users Rate ZoomCharts?**

- **Has the product been a good partner in doing business?:** 7.6/10 (Category avg: 8.9/10)
- **Steps to Answer:** 7.6/10 (Category avg: 8.3/10)
- **Reports Interface:** 8.3/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.2/10 (Category avg: 8.5/10)

**Who Is the Company Behind ZoomCharts?**

- **Seller:** [Data Visualization Software Lab](https://www.g2.com/sellers/data-visualization-software-lab)
- **Year Founded:** 2013
- **HQ Location:** Riga, Latvia
- **Twitter:** @ZoomCharts (1,388 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/zoomcharts/ (26 employees on LinkedIn®)

**Who Uses This Product?**
  - **Top Industries:** Computer Software, Information Technology and Services
  - **Company Size:** 44% Small-Business, 31% Enterprise


### 2. [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: 8.9/10)
- **Steps to Answer:** 7.2/10 (Category avg: 8.3/10)
- **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 (453 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/155860/ (17 employees on LinkedIn®)
- **Phone:** 714-460-8398

**Who Uses This Product?**
  - **Top Industries:** Computer Software, Information Technology and Services
  - **Company Size:** 76% Mid-Market, 14% Small-Business


### 3. [ClicData](https://www.g2.com/products/clicdata/reviews)
  ClicData is a cloud-based modern data platform that combines features across several categories, including Business Intelligence (BI), Data Analytics, ETL (Extract, Transform, Load), Data Warehousing, Embedded Analytics, and Data Management. It is designed to support organizations in building and maintaining complete data workflows in a single environment. The platform offers tools that enable customers to work across the entire data lifecycle, from data ingestion to transformation and visualization. It can be used by technical teams, such as data engineers and analysts, as well as by operational and business users who need reliable access to structured, consistent, and timely data. ClicData supports a range of use cases by allowing users to: • Connect to a wide range of data sources including databases, cloud applications, and flat files • Store data using an integrated data warehouse and data lake structure • Cleanse and transform data with built-in ETL tools using either no-code interfaces or SQL • Visualize data through dashboards and reports that can be shared internally or externally • Automate data updates, alerts, and report delivery through scheduling and workflow tools • Embed dashboards into third-party platforms or client-facing applications • Extend analysis with support for Python scripts for statistical or machine learning use cases ClicData is used by organizations in various industries including retail, healthcare, media, manufacturing, and public services. Its flexibility makes it applicable to both centralized data teams and smaller operational groups managing their own analytics needs. By bringing together multiple data capabilities into one platform, ClicData allows teams to reduce reliance on multiple disconnected tools and streamline how they manage and use data across their organization.


  **Average Rating:** 4.4/5.0
  **Total Reviews:** 35
**How Do G2 Users Rate ClicData?**

- **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 8.9/10)
- **Steps to Answer:** 7.8/10 (Category avg: 8.3/10)
- **Reports Interface:** 8.6/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.0/10 (Category avg: 8.5/10)

**Who Is the Company Behind ClicData?**

- **Seller:** [ClicData](https://www.g2.com/sellers/clicdata)
- **Year Founded:** 2008
- **HQ Location:** Nord, France
- **Twitter:** @ClicData (810 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/278851/ (46 employees on LinkedIn®)

**Who Uses This Product?**
  - **Top Industries:** Information Technology and Services, Computer Software
  - **Company Size:** 50% Small-Business, 33% Mid-Market


### 4. [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews)
  Spotfire® is a visual data science platform designed to help organizations address complex, industry-specific challenges by effectively utilizing data. This solution offers a range of flexible packaging options tailored to meet the diverse needs of teams at various stages of their visual data science journey. Turn raw data into real-time decisions with powerful, interactive visual analytics with Spotfire® Analytics. Spotfire Analytics is designed for business agility, enabling every user to explore data visually, uncover patterns quickly, and make confident, data-driven decisions without writing a single line of code. As a self-service visual data science solution, it empowers teams across roles and departments to gain fast, actionable insights that drive impact. With its no-code interactive dashboards and rich visual exploration capabilities, Spotfire Analytics connects natively to hundreds of cloud, on-premises, and real-time data sources. Built-in geoanalytics extend the power of analysis with multi-layer mapping and seamless integration of spatial data, while data wrangling and transformation can be performed directly within the visual interface, making it easy to clean, shape, and blend data as you analyze. AI-assisted recommendations and anomaly detection help uncover hidden patterns, suggest the most meaningful visualizations, and accelerate the path to discovery. Customizable visualizations, workflows, and an intuitive interface ensure that insights are not only easier to create but also easier to share. With seamless collaboration features, Spotfire Analytics enables teams to work together, align on insights, and act decisively. Whether the goal is to analyze trends, detect anomalies, or unlock location-based intelligence, Spotfire Analytics delivers the speed, flexibility, and depth needed to make smarter decisions with confidence. Explore and understand your data visually, uncover hidden insights, and build powerful analytics applications - all without writing a single line of code. Spotfire Analytics combines advanced interactive visualizations and intuitive data wrangling in one environment. Connect to hundreds of data sources, from files to real-time streaming data, and transform messy data directly within your visuals. Built-in AI recommendations help you find patterns, anomalies, and trends faster. With flexible visualizations, spatial analytics, and custom applications, anyone can turn raw data into actionable insights in minutes. Designed for business agility, Spotfire Analytics empowers every user to explore, analyze, and share results confidently - turning questions into decisions. Best for: Analysts, data-savvy professionals, and teams looking to explore and share data visually with maximum flexibility.


  **Average Rating:** 4.2/5.0
  **Total Reviews:** 328
**How Do G2 Users Rate Spotfire Analytics?**

- **Has the product been a good partner in doing business?:** 8.4/10 (Category avg: 8.9/10)
- **Steps to Answer:** 7.9/10 (Category avg: 8.3/10)
- **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 Spotfire Analytics?**

- **Seller:** [Spotfire](https://www.g2.com/sellers/spotfire-2d87c926-94f3-47ce-8a5d-44d930d7c744)
- **HQ Location:** N/A
- **LinkedIn® Page:** https://www.linkedin.com/company/spotfire/ (103 employees on LinkedIn®)

**Who Uses This Product?**
  - **Who Uses This:** Student, Manager
  - **Top Industries:** Oil & Energy, Information Technology and Services
  - **Company Size:** 52% Enterprise, 26% Mid-Market


#### What Are Spotfire Analytics's Pros and Cons?

**Pros:**

- Data Visualization (15 reviews)
- Ease of Use (15 reviews)
- Insights (11 reviews)
- Easy Integrations (10 reviews)
- Features (10 reviews)

**Cons:**

- Learning Curve (9 reviews)
- Learning Difficulty (7 reviews)
- Expensive (5 reviews)
- Steep Learning Curve (4 reviews)
- Complexity (3 reviews)

### 5. [Datamatic](https://www.g2.com/products/datamatic/reviews)
  Editable data visualizations for the web. Easily pick a data visualization template, customize it and publish on your website.


  **Average Rating:** 4.2/5.0
  **Total Reviews:** 14
**How Do G2 Users Rate Datamatic?**

- **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 8.9/10)
- **Steps to Answer:** 7.8/10 (Category avg: 8.3/10)
- **Reports Interface:** 8.3/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.2/10 (Category avg: 8.5/10)

**Who Is the Company Behind Datamatic?**

- **Seller:** [Datamatic](https://www.g2.com/sellers/datamatic)
- **HQ Location:** N/A
- **Twitter:** @DatamaticIO (104 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 53% Small-Business, 27% Mid-Market


### 6. [OpenViz](https://www.g2.com/products/openviz/reviews)
  OpenViz is a collection of data visualization and data management techniques that can be integrated into any software solution.


  **Average Rating:** 4.1/5.0
  **Total Reviews:** 17
**How Do G2 Users Rate OpenViz?**

- **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 8.9/10)
- **Steps to Answer:** 8.5/10 (Category avg: 8.3/10)
- **Reports Interface:** 8.5/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.2/10 (Category avg: 8.5/10)

**Who Is the Company Behind OpenViz?**

- **Seller:** [Advanced Visual Systems](https://www.g2.com/sellers/advanced-visual-systems)
- **Year Founded:** 1991
- **HQ Location:** Burlington, MA
- **Twitter:** @avsviz (326 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/advanced-visual-systems (105 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 59% Small-Business, 24% Mid-Market


### 7. [Orcablue](https://www.g2.com/products/orcablue/reviews)
  Orcablue is a fast and intuitive data visualization tool designed to seamlessly embed analytics into platforms. With Orcablue, companies can provide their customers with rich, customizable analytics experiences—ranging from standard reports to fully dedicated analytics portals without waiting. Whether it’s embedding interactive dashboards or delivering detailed insights, Orcablue empowers businesses to offer impactful, real-time analytics directly within their platform with minimal effort and easy customization.


  **Average Rating:** 4.3/5.0
  **Total Reviews:** 24
**How Do G2 Users Rate Orcablue?**

- **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 8.9/10)
- **Steps to Answer:** 8.3/10 (Category avg: 8.3/10)
- **Reports Interface:** 7.5/10 (Category avg: 8.7/10)
- **Calculated Fields:** 9.2/10 (Category avg: 8.5/10)

**Who Is the Company Behind Orcablue?**

- **Seller:** [orcablue.ai](https://www.g2.com/sellers/orcablue-ai)
- **HQ Location:** Bangalore, Karnataka
- **LinkedIn® Page:** https://www.linkedin.com/company/orcablueai (6 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 92% Small-Business, 8% Mid-Market


#### What Are Orcablue's Pros and Cons?

**Pros:**

- Ease of Use (18 reviews)
- Customer Support (7 reviews)
- Automation (6 reviews)
- Data Visualization (5 reviews)
- Powerful BI (4 reviews)

**Cons:**

- Learning Curve (3 reviews)
- Missing Features (3 reviews)
- Integration Issues (2 reviews)
- Technical Issues (2 reviews)
- Coding Difficulty (1 reviews)

### 8. [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: 8.3/10)
- **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:** https://www.linkedin.com/company/vphrase/ (9 employees on LinkedIn®)
- **Total Revenue (USD mm):** $2

**Who Uses This Product?**
  - **Company Size:** 43% Enterprise, 43% Mid-Market


### 9. [Omniscope Evo](https://www.g2.com/products/omniscope-evo/reviews)
  Visokio builds Omniscope Evo, complete and extensible BI software for data processing, analytics and reporting. A smart experience on any device. Start from any data in any shape, load, blend, transform and explore it, extract insights through ML algorithms, then produce interactive reports and dashboards to share your findings. Omniscope is not only an all-in-one self-service BI tool with a responsive UX on all modern devices, but also a powerful and extensible platform: you can augment data workflows with Python / R scripts and enhance reports with any JS visualisation. Whether you’re a data manager, scientist or analyst, Omniscope is your complete solution: from data, through analytics to visualisation. 🧽 Data Prep, ETL: build workflows to load, stream, blend and transform any data. 🔍 Analytics: leverage machine learning, extract insights and perform visual exploration. 📊 Visualisation: design interactive reports, publish and share your results. 📜 Extensible: augment data pipelines with your Python / R scripts, enhance reports with any JS based visualisation. 🚀 Scalable: big data preparation and live query dashboards on SQL databases. 🤝 Collaboration: multi-user synchronised edits on workflows and dashboards. 🤖 Automation API: schedule parameterised data refresh & report updates, trigger tasks, alerts, edit & query data. 💐 Universal: a fresh and smart experience on any device: Windows, Mac, Linux, Android, iOS. 🏢 Deployment: on-premises or on your cloud. Built-in user permissions / OIDC / SSO 🎨 White-label: host branded data solutions and embedded analytics


  **Average Rating:** 4.7/5.0
  **Total Reviews:** 21
**How Do G2 Users Rate Omniscope Evo?**

- **Has the product been a good partner in doing business?:** 9.5/10 (Category avg: 8.9/10)
- **Steps to Answer:** 9.2/10 (Category avg: 8.3/10)
- **Reports Interface:** 8.9/10 (Category avg: 8.7/10)
- **Calculated Fields:** 9.1/10 (Category avg: 8.5/10)

**Who Is the Company Behind Omniscope Evo?**

- **Seller:** [Visokio](https://www.g2.com/sellers/visokio)
- **Year Founded:** 2002
- **HQ Location:** London, GB
- **Twitter:** @Visokio (257 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/658108 (8 employees on LinkedIn®)

**Who Uses This Product?**
  - **Top Industries:** Information Technology and Services
  - **Company Size:** 65% Small-Business, 17% Enterprise


### 10. [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: 8.9/10)
- **Steps to Answer:** 7.7/10 (Category avg: 8.3/10)
- **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 (6,174 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/visier-analytics/ (566 employees on LinkedIn®)

**Who Uses This Product?**
  - **Top Industries:** Hospital & Health Care, Information Technology and Services
  - **Company Size:** 82% Enterprise, 17% Mid-Market


#### What Are Visier's Pros and Cons?

**Pros:**

- Ease of Use (25 reviews)
- Data Analysis (22 reviews)
- Insights (19 reviews)
- Data Visualization (18 reviews)
- Time-saving (18 reviews)

**Cons:**

- Learning Difficulty (12 reviews)
- Expensive (11 reviews)
- Learning Curve (8 reviews)
- Complexity (7 reviews)
- Limited Customization (7 reviews)

### 11. [Astrato](https://www.g2.com/products/astrato/reviews)
  𝗔𝘀𝘁𝗿𝗮𝘁𝗼 𝗔𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝘀 𝗶𝘀 𝗮 𝘄𝗮𝗿𝗲𝗵𝗼𝘂𝘀𝗲-𝗻𝗮𝘁𝗶𝘃𝗲 𝗯𝘂𝘀𝗶𝗻𝗲𝘀𝘀 𝗶𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝗰𝗲 𝗽𝗹𝗮𝘁𝗳𝗼𝗿𝗺 𝘁𝗵𝗮𝘁 𝗲𝗻𝗮𝗯𝗹𝗲𝘀 𝗼𝗿𝗴𝗮𝗻𝗶𝘀𝗮𝘁𝗶𝗼𝗻𝘀 𝘁𝗼 𝗯𝘂𝗶𝗹𝗱, 𝗲𝗺𝗯𝗲𝗱, 𝗮𝗻𝗱 𝘀𝗵𝗮𝗿𝗲 𝗶𝗻𝘁𝗲𝗿𝗮𝗰𝘁𝗶𝘃𝗲 𝗱𝗮𝘀𝗵𝗯𝗼𝗮𝗿𝗱𝘀 𝗮𝗻𝗱 𝗱𝗮𝘁𝗮 𝗮𝗽𝗽𝗹𝗶𝗰𝗮𝘁𝗶𝗼𝗻𝘀 𝗱𝗶𝗿𝗲𝗰𝘁𝗹𝘆 𝗼𝗻 𝘁𝗼𝗽 𝗼𝗳 𝗰𝗹𝗼𝘂𝗱 𝗱𝗮𝘁𝗮 𝘄𝗮𝗿𝗲𝗵𝗼𝘂𝘀𝗲𝘀 𝗶𝗻𝗰𝗹𝘂𝗱𝗶𝗻𝗴 𝗦𝗻𝗼𝘄𝗳𝗹𝗮𝗸𝗲, 𝗕𝗶𝗴𝗤𝘂𝗲𝗿𝘆, 𝗗𝗮𝘁𝗮𝗯𝗿𝗶𝗰𝗸𝘀, 𝗖𝗹𝗶𝗰𝗸𝗛𝗼𝘂𝘀𝗲, 𝗦𝘂𝗽𝗮𝗯𝗮𝘀𝗲, 𝗔𝗺𝗮𝘇𝗼𝗻 𝗥𝗲𝗱𝘀𝗵𝗶𝗳𝘁, 𝗣𝗼𝘀𝘁𝗴𝗿𝗲𝗦𝗤𝗟, 𝗮𝗻𝗱 𝗗𝗿𝗲𝗺𝗶𝗼. Astrato's zero-copy architecture connects to the warehouse via a live-query engine, which means every dashboard, report, and workflow runs against the source data in real time — without extracts, data movement, or cached copies. Security policies such as row-level access controls and PII masking are inherited directly from the warehouse, reducing governance overhead for IT and data teams. 𝗧𝗵𝗲 𝗽𝗹𝗮𝘁𝗳𝗼𝗿𝗺 𝘀𝘂𝗽𝗽𝗼𝗿𝘁𝘀 𝘁𝗵𝗿𝗲𝗲 𝗽𝗿𝗶𝗺𝗮𝗿𝘆 𝘂𝘀𝗲 𝗰𝗮𝘀𝗲𝘀: • 𝗚𝘂𝗶𝗱𝗲𝗱 𝘀𝗲𝗹𝗳-𝘀𝗲𝗿𝘃𝗶𝗰𝗲 𝗕𝗜. A no-code interface with 70+ out-of-the-box chart types allows business users to explore data, build dashboards, and generate reports without SQL. A shared semantic layer ensures governed, reusable metric definitions across all users and content. No-code Actions let designers chain clicks, filters, and navigation into guided flows — so end users get an app-like experience, not a blank dashboard. • 𝗖𝘂𝘀𝘁𝗼𝗺𝗲𝗿-𝗳𝗮𝗰𝗶𝗻𝗴 𝗮𝗻𝗱 𝗶𝗻𝘁𝗲𝗿𝗻𝗮𝗹 𝗲𝗺𝗯𝗲𝗱𝗱𝗲𝗱 𝗮𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝘀. Fully white-labeled dashboards and workflows can be embedded into external products, portals, CRMs, ERPs, and intranet tools. Three embedding modes are supported — single object, grouped visuals, or full interactive workbooks — delivered via iframe with mobile-responsive layouts. Multi-tenant isolation is enforced at both warehouse and application level via row-level filters, group permissions, and SSO pass-through. Built-in usage telemetry tracks engagement, exploration patterns, and drop-off. • 𝗢𝗽𝗲𝗿𝗮𝘁𝗶𝗼𝗻𝗮𝗹 𝗱𝗮𝘁𝗮 𝗮𝗽𝗽𝘀 𝗮𝗻𝗱 𝘄𝗼𝗿𝗸𝗳𝗹𝗼𝘄𝘀. Writeback capabilities let users push data back into the warehouse from any dashboard, app, or embedded view — supporting planning, forecasting, approvals, and field updates. No-code forms with validation, conditional logic, and multi-step flows can be built without engineering. Action buttons can trigger stored procedures, external functions, Salesforce updates, Slack posts, and emails, so analytics drive downstream action. 𝗔𝗱𝗱𝗶𝘁𝗶𝗼𝗻𝗮𝗹 𝗰𝗮𝗽𝗮𝗯𝗶𝗹𝗶𝘁𝗶𝗲𝘀 𝗶𝗻𝗰𝗹𝘂𝗱𝗲: • 𝗦𝗰𝗵𝗲𝗱𝘂𝗹𝗲𝗱 𝗿𝗲𝗽𝗼𝗿𝘁𝗶𝗻𝗴 & 𝗱𝗶𝘀𝘁𝗿𝗶𝗯𝘂𝘁𝗶𝗼𝗻. Live, branded reports generated from the warehouse and delivered automatically in PDF, Excel, PowerPoint, or image format to email, Slack, Microsoft Teams, or SharePoint. Teams can upload their own Excel or PowerPoint templates and have them populated with live data at run-time. Per-recipient row-level security ensures governed distribution, and reports can be archived to S3, Google Drive, or SharePoint for audit and compliance. • 𝗚𝗲𝗻 𝗔𝗜 & 𝗕𝗜 𝗖𝗼𝗽𝗶𝗹𝗼𝘁. Contextual AI Insights generate summaries that regenerate as users filter and drill. BI Copilot accelerates build time by generating chart titles, business-friendly field labels, and complex measures like YoY growth or retention from plain-language input. Custom Report lets end users ask questions in natural language and get visualizations back. Every AI output is grounded in the semantic layer. Bring your own LLM — Snowflake Cortex, OpenAI, Azure OpenAI, Claude by Anthropic, or Google Gemini — or use the default provider. With Snowflake Cortex, queries execute inside the warehouse and data never leaves. Admins control AI features via independent per-capability toggles. • 𝗘𝗺𝗯𝗲𝗱𝗱𝗶𝗻𝗴 𝗮𝗻𝗱 𝗶𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗶𝗼𝗻. Dashboards can be embedded with full white-label control over colours, fonts, logos, layout, and domain. Authentication is handled via SSO pass-through, OAuth, or token-based access. SCIM and APIs support automated user provisioning at scale. • 𝗚𝗼𝘃𝗲𝗿𝗻𝗮𝗻𝗰𝗲 & 𝗹𝗶𝗳𝗲𝗰𝘆𝗰𝗹𝗲 𝗰𝗼𝗻𝘁𝗿𝗼𝗹. Role-based access control across view, edit, design, export, and admin. Workbook lifecycle governance with draft, version, publish workflows and change tracking. Row-level security inherited from the warehouse or configured per semantic layer. • 𝗘𝗻𝘁𝗲𝗿𝗽𝗿𝗶𝘀𝗲-𝗴𝗿𝗮𝗱𝗲 𝘀𝗲𝗰𝘂𝗿𝗶𝘁𝘆 & 𝗰𝗼𝗺𝗽𝗹𝗶𝗮𝗻𝗰𝗲: SOC 2 Type II, ISO 27001 certified, HIPAA compliant, GDPR-ready. Snowflake Technology Partner and Google Cloud Ready – BigQuery. Astrato is used by data teams, product teams, and analytics leaders across SaaS companies, data businesses, agencies, and enterprises. Pricing is structured to scale with embedded use cases involving large numbers of external users.


  **Average Rating:** 4.7/5.0
  **Total Reviews:** 23
**How Do G2 Users Rate Astrato?**

- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 8.9/10)
- **Steps to Answer:** 8.6/10 (Category avg: 8.3/10)
- **Reports Interface:** 9.5/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.9/10 (Category avg: 8.5/10)

**Who Is the Company Behind Astrato?**

- **Seller:** [Astrato Analytics](https://www.g2.com/sellers/astrato-analytics)
- **Year Founded:** 2023
- **HQ Location:** London, GB
- **LinkedIn® Page:** https://www.linkedin.com/company/astratoanalytics/ (30 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 42% Mid-Market, 29% Small-Business


#### What Are Astrato's Pros and Cons?

**Pros:**

- Ease of Use (12 reviews)
- Customer Support (8 reviews)
- Integrations (8 reviews)
- Learning Efficiency (6 reviews)
- Dashboard Customization (5 reviews)

**Cons:**

- Missing Features (3 reviews)
- Bugs (2 reviews)
- Complex Data Modeling (2 reviews)
- Complex Usage (2 reviews)
- Learning Curve (2 reviews)

### 12. [Cluvio](https://www.g2.com/products/cluvio/reviews)
  Cluvio is a cloud-based business intelligence (BI) platform that enables companies to analyze data and create interactive dashboards using SQL and R. Designed for startups and data-driven teams, Cluvio allows users to connect directly to their databases, run queries, and visualize results in real-time, facilitating informed decision-making across organizations. Key Features: - SQL-Based Analytics: Utilize SQL to perform data analysis, with an advanced editor supporting syntax highlighting, code completion, and parameterized queries. - R Integration: Enhance analytical capabilities by incorporating R scripts for advanced statistical analysis. - Interactive Dashboards: Create dynamic dashboards with customizable filters and real-time data updates, accessible on various devices. - Collaboration Tools: Share dashboards securely within teams or externally via private links, with options for embedding into applications. - SQL Alerts: Set up automated alerts based on specific data conditions to monitor key metrics effectively. - Security and Compliance: Implement robust security measures, including two-factor authentication, single sign-on (SSO), and compliance with EU GDPR and optional HIPAA standards. Primary Value and Solutions: Cluvio addresses the need for accessible, efficient data analysis by providing a user-friendly platform that integrates seamlessly with existing databases. By combining the power of SQL and R, it empowers users to extract meaningful insights without extensive technical expertise. The platform's interactive dashboards and collaboration features ensure that data-driven decisions are easily shared and acted upon across teams. Additionally, Cluvio's scalable pricing plans, including a free tier, make advanced analytics attainable for organizations of all sizes, from startups to large enterprises.


  **Average Rating:** 4.7/5.0
  **Total Reviews:** 13
**How Do G2 Users Rate Cluvio?**

- **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 8.9/10)
- **Steps to Answer:** 9.4/10 (Category avg: 8.3/10)
- **Reports Interface:** 9.3/10 (Category avg: 8.7/10)
- **Calculated Fields:** 9.7/10 (Category avg: 8.5/10)

**Who Is the Company Behind Cluvio?**

- **Seller:** [Cluvio](https://www.g2.com/sellers/cluvio)
- **Year Founded:** 2015
- **HQ Location:** Berlin, DE
- **Twitter:** @Cluvio (54 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/15083480 (2 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 69% Mid-Market, 23% Small-Business


#### What Are Cluvio's Pros and Cons?

**Pros:**

- Charting (2 reviews)
- Data Visualization (2 reviews)
- Customer Support (1 reviews)
- Data Handling (1 reviews)
- Ease of Use (1 reviews)


### 13. [Databrain](https://www.g2.com/products/databrain/reviews)
  DataBrain helps SaaS businesses make the most of their data by embedding powerful analytics right into their applications. With an intuitive platform that combines AI and flexible design, DataBrain lets companies give every end-user access to valuable insights right where they work. The platform is built to be simple, adaptable, efficient, and ready to grow with your needs. Whether you're a small startup or a large enterprise, Databrain allows your customers to explore data, create smart dashboards, and make better decisions with AI-enhanced analytics. 1. Customization: DataBrain offers extensive customization options, allowing businesses to tailor the look and feel of their analytics solution to match their brand identity. With white-labeling capabilities, organizations can create pixel-perfect dashboards that align with their Figma designs, ensuring a consistent and cohesive user experience. 2. Integration: The platform provides seamless integration with various data sources, including databases, data warehouses, APIs, and cloud-based data platforms. This enables organizations to connect and analyze data from different sources within the embedded analytics platform, providing a holistic view of their data landscape. 3. Augmented Analytics: DataBrain leverages the power of AI to deliver advanced analytics capabilities: a. AI Summary: Generates natural language summaries for individual reports and entire dashboards, providing users with quick insights and actionable recommendations6. b. Predictive Analytics: Utilizes machine learning and artificial intelligence to uncover patterns, make data-driven predictions, and gain deeper insights. c. Self-Service Analytics: Empowers end-users to perform ad-hoc analysis, create custom reports, and visualize data without relying on IT or data analysts. 4. Developer Efficiency: DataBrain accelerates the development and deployment of embedded analytics solutions: a. No-Code Tools: Offers a user-friendly interface with drag-and-drop functionality, enabling rapid dashboard creation without extensive coding expertise. b. Scalability: Designed to handle large volumes of data and growing user demands, ensuring performance as organizations scale.


  **Average Rating:** 4.7/5.0
  **Total Reviews:** 9
**How Do G2 Users Rate Databrain?**

- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 8.9/10)
- **Steps to Answer:** 9.1/10 (Category avg: 8.3/10)
- **Reports Interface:** 9.4/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.5/10 (Category avg: 8.5/10)

**Who Is the Company Behind Databrain?**

- **Seller:** [Databrain Labs, Inc.](https://www.g2.com/sellers/databrain-labs-inc)
- **Year Founded:** 2022
- **HQ Location:** San Francisco, US
- **LinkedIn® Page:** https://linkedin.com/company/databrainhq (17 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 56% Small-Business, 44% Mid-Market


#### What Are Databrain's Pros and Cons?

**Pros:**

- Customer Support (7 reviews)
- Data Visualization (4 reviews)
- Ease of Use (4 reviews)
- Easy Integrations (4 reviews)
- Reporting (4 reviews)

**Cons:**

- Learning Curve (3 reviews)
- Learning Difficulty (2 reviews)
- Reporting Issues (1 reviews)
- Report Issues (1 reviews)

### 14. [Kyubit Business Intelligence](https://www.g2.com/products/kyubit-business-intelligence/reviews)
  Kyubit is a collaborative, web-based Business Intelligence platform designed for simplicity, speed, and performance. Easy to implement and intuitive to use, it empowers teams to transform existing data into meaningful insights without complex setup or long development cycles. Kyubit BI connects directly to your SSAS OLAP (Tabular and Multidimensional) models, SQL databases, and Excel/CSV data sources — leveraging your existing infrastructure to deliver fast, visually compelling reports and interactive dashboards. Users can effortlessly slice, drill down, and explore data to uncover the insights that matter most. Advanced analytic capabilities are available both for your existing OLAP databases and for new analytic models created within Kyubit using SQL or Excel/CSV data. This flexibility allows organizations to enhance their current Microsoft BI environment while also expanding their analytics strategy when needed. BI content in Kyubit is secure, centrally managed, and built for collaboration. Reports and dashboards can be safely shared across teams, embedded into other applications, or distributed automatically through scheduled subscriptions. With role-based security and governance controls, organizations maintain full control over their data while enabling broader access to insights. With Kyubit BI, analytic dashboards and reports are created in minutes — not weeks — and are immediately ready for secure collaboration, interactive data exploration, and automated delivery. The result is faster decision-making, reduced reporting bottlenecks, and a more agile approach to enterprise analytics. Kyubit turns your existing data into a powerful, collaborative intelligence platform — helping your organization move from static reporting to dynamic, insight-driven performance.


  **Average Rating:** 4.4/5.0
  **Total Reviews:** 12
**How Do G2 Users Rate Kyubit Business Intelligence?**

- **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 8.9/10)
- **Reports Interface:** 8.1/10 (Category avg: 8.7/10)
- **Calculated Fields:** 7.1/10 (Category avg: 8.5/10)

**Who Is the Company Behind Kyubit Business Intelligence?**

- **Seller:** [Kyubit Solutions Ltd.](https://www.g2.com/sellers/kyubit-solutions-ltd)
- **Year Founded:** 2015
- **HQ Location:** Zagreb, Croatia
- **Twitter:** @KyubitBI (25 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/2220653/ (1 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 42% Small-Business, 33% Mid-Market


### 15. [ConverSight](https://www.g2.com/products/conversight/reviews)
  ConverSight is a Contextual Decision Intelligence Platform, built based on its patented Augmented Conversational AI and Analytics techniques. ConverSight's AI assistant, Athena, delivers business insights by connecting to customer’s data and generating insights & recommendations using machine learning techniques. With ConverSight, businesses are able to implement artificial intelligence in their response planning methods, allowing for better accuracy, stronger decision-making, and smoother reaction times, which ultimately reduces costs and drastically improves the function of the supply chain. ConverSight acts as a Supply Chain Control Tower to help businesses optimize operations, minimize disruptions, and resolve critical issues in real time. ConverSight's AI business assistant, Athena, offers businesses greater data visibility and insights to proactively improve their supply chains and make other accurate, informed decisions


  **Average Rating:** 4.6/5.0
  **Total Reviews:** 40
**How Do G2 Users Rate ConverSight?**

- **Has the product been a good partner in doing business?:** 9.7/10 (Category avg: 8.9/10)
- **Steps to Answer:** 8.2/10 (Category avg: 8.3/10)
- **Reports Interface:** 8.5/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.3/10 (Category avg: 8.5/10)

**Who Is the Company Behind ConverSight?**

- **Seller:** [ConverSight](https://www.g2.com/sellers/conversight)
- **Company Website:** https://conversight.ai
- **Year Founded:** 2017
- **HQ Location:** Indianapolis, IN
- **Twitter:** @ConverSight_ai (178 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/conversight/ (79 employees on LinkedIn®)

**Who Uses This Product?**
  - **Top Industries:** Food & Beverages
  - **Company Size:** 81% Small-Business, 16% Mid-Market


#### What Are ConverSight's Pros and Cons?

**Pros:**

- Ease of Use (13 reviews)
- Customer Support (7 reviews)
- Efficiency (7 reviews)
- Helpful (7 reviews)
- Integrations (6 reviews)

**Cons:**

- Complexity (11 reviews)
- Learning Curve (7 reviews)
- Limited Customization (5 reviews)
- Complex Usage (4 reviews)
- Data Integration (4 reviews)

### 16. [CorityOne](https://www.g2.com/products/corityone/reviews)
  Cority helps customers see and prevent risks across their operations, in real time. CorityOne, our EHS+ platform, converges people, data, and AI agents to create a clear view of information people can trust, automate workflows that make people more impactful, and deliver personalized insights and expertise to improve decisions. While most solutions respond to risks one at a time, Cority helps prevent them across environmental management, employee health, safety, quality, and sustainability. For 40 years, Cority has been the market leader in EHS+, recognized by top analysts and trusted by more than 1,500 of the most complex organizations worldwide. What CorityOne Covers: - Incident reporting and investigation - Risk management, JHA, and operational risk management - Audits and inspections & compliance management - Occupational health and industrial hygiene - Environmental monitoring and sustainability reporting - Contractor management No-code configuration, role-based access, and RESTful API integrations make it adaptable to your workflows without custom development. Cortex AI - Intelligence Inside the Work: Cortex AI is not a bolt-on. It's an embedded AI layer built directly into CorityOne's workflows, including 13 AI agents across 30+ EHS use cases, activated without code. - Supervisors dictate incident reports in the field and Cortex AI pre-fills them in seconds. - Clinicians get AI-powered medical transcription. - Permits are parsed automatically, surfacing deadlines before they're missed. - Inspection photos are analyzed and checklists are completed with visual proof attached. - Ergonomic risk is flagged from task videos before injuries happen. With 40 years of EHS domain expertise behind it, Cority isn't applying AI to generic software; it's applying AI to workflows purpose-built for safety-critical industries. That's the difference. Learn more, visit www.cority.com.


  **Average Rating:** 3.9/5.0
  **Total Reviews:** 69
**How Do G2 Users Rate CorityOne?**

- **Has the product been a good partner in doing business?:** 7.7/10 (Category avg: 8.9/10)
- **Steps to Answer:** 6.1/10 (Category avg: 8.3/10)
- **Reports Interface:** 8.7/10 (Category avg: 8.7/10)
- **Calculated Fields:** 7.9/10 (Category avg: 8.5/10)

**Who Is the Company Behind CorityOne?**

- **Seller:** [Cority](https://www.g2.com/sellers/cority)
- **Company Website:** https://www.cority.com/
- **Year Founded:** 1985
- **HQ Location:** Toronto, Ontario
- **Twitter:** @CoritySoftware (2,300 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/cority/ (873 employees on LinkedIn®)

**Who Uses This Product?**
  - **Top Industries:** Hospital & Health Care, Oil & Energy
  - **Company Size:** 65% Enterprise, 28% Mid-Market


#### What Are CorityOne's Pros and Cons?

**Pros:**

- Ease of Use (19 reviews)
- Customer Support (9 reviews)
- Document Management (9 reviews)
- Features (8 reviews)
- Easy Setup (7 reviews)

**Cons:**

- Not User-Friendly (8 reviews)
- Not Intuitive (7 reviews)
- Poor Customer Support (7 reviews)
- Complex Usability (6 reviews)
- Difficult Navigation (6 reviews)

### 17. [Cyberquery](https://www.g2.com/products/cyberquery/reviews)
  Cyberquery is a fast, easy-to-use, Business Intelligence solution which includes dashboards, reporting, analysis and data exploration for power users, occasional users and IT professionals.


  **Average Rating:** 4.8/5.0
  **Total Reviews:** 9
**How Do G2 Users Rate Cyberquery?**

- **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 8.9/10)
- **Steps to Answer:** 10.0/10 (Category avg: 8.3/10)
- **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 Cyberquery?**

- **Seller:** [Cyberscience](https://www.g2.com/sellers/cyberscience)
- **Year Founded:** 1977
- **HQ Location:** Centennial, CO
- **LinkedIn® Page:** https://www.linkedin.com/company/cyberscience-corporation/ (53 employees on LinkedIn®)

**Who Uses This Product?**
  - **Top Industries:** Information Technology and Services
  - **Company Size:** 50% Mid-Market, 40% Enterprise


### 18. [EspressReport](https://www.g2.com/products/espressreport/reviews)
  EspressReport is a robust Java-based business intelligence reporting engine designed to help organizations extract, analyze, and present data from various sources. It offers a comprehensive suite of tools for designing, scheduling, and delivering interactive reports and dashboards, enabling users to transform raw data into actionable insights. With its user-friendly interface and extensive customization options, EspressReport caters to businesses of all sizes seeking to enhance their data reporting capabilities. Key Features and Functionality: - Data Integration: Connects seamlessly with multiple data sources, including databases, Excel files, XML files, text files, and Java arrays, ensuring comprehensive data access. - Report Design: Provides a visual design environment that allows users to create highly customizable reports, controlling all aspects of report formatting to meet organizational standards. - Charting Capabilities: Supports the creation of various 2D and 3D charts, including trend lines, histograms, and Pareto charts, facilitating effective data visualization. - Scheduling and Automation: Enables scheduling of reports and command-line operations, automating the reporting process to improve efficiency. - Interactive Dashboards: Offers tools to build interactive dashboards with features like drill-down capabilities, data filtering, and real-time data refresh, enhancing user engagement and insight discovery. - Export Options: Allows reports to be exported in multiple formats, including DHTML, PDF, Excel, RTF, XML, and CSV, providing flexibility in data sharing and presentation. Primary Value and Problem Solved: EspressReport addresses the challenge of transforming complex and disparate data into clear, actionable reports and visualizations. By offering a powerful yet user-friendly platform, it empowers organizations to make informed decisions, monitor key performance indicators, and streamline their reporting processes. Its ability to integrate with various data sources and provide customizable reporting solutions makes it an invaluable tool for businesses aiming to enhance their data-driven strategies.


  **Average Rating:** 4.4/5.0
  **Total Reviews:** 6
**How Do G2 Users Rate EspressReport?**

- **Has the product been a good partner in doing business?:** 7.8/10 (Category avg: 8.9/10)
- **Steps to Answer:** 8.0/10 (Category avg: 8.3/10)
- **Reports Interface:** 8.7/10 (Category avg: 8.7/10)
- **Calculated Fields:** 7.5/10 (Category avg: 8.5/10)

**Who Is the Company Behind EspressReport?**

- **Seller:** [Quadbase Systems](https://www.g2.com/sellers/quadbase-systems)
- **Year Founded:** 1988
- **HQ Location:** Santa Clara
- **Twitter:** @quadbase (11 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/quadbase-systems-inc-/about (6 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 67% Small-Business, 33% Mid-Market


### 19. [Orbit Analytics](https://www.g2.com/products/orbit-analytics/reviews)
  Embedding ORBIT Analytics offers the full power of a business intelligence platform for reporting capabilities with the same look and feel as your current application.


  **Average Rating:** 3.8/5.0
  **Total Reviews:** 6
**How Do G2 Users Rate Orbit Analytics?**

- **Steps to Answer:** 6.7/10 (Category avg: 8.3/10)
- **Reports Interface:** 7.7/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.3/10 (Category avg: 8.5/10)

**Who Is the Company Behind Orbit Analytics?**

- **Seller:** [ORBIT Analytics](https://www.g2.com/sellers/orbit-analytics)
- **HQ Location:** Alpharetta, Georgia, United States
- **Twitter:** @orbitanalytics (217 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/orbit-analytics (114 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 67% Small-Business, 33% Enterprise


#### What Are Orbit Analytics's Pros and Cons?

**Pros:**

- Ease of Use (2 reviews)
- Integrations (2 reviews)
- Customization (1 reviews)
- Data Visualization (1 reviews)
- User Interface (1 reviews)

**Cons:**

- Initial Difficulty (2 reviews)
- Learning Curve (1 reviews)
- Performance Issues (1 reviews)

### 20. [PowerBI Tiles Pro](https://www.g2.com/products/powerbi-tiles-pro/reviews)
  PowerBI Tiles Pro is a Microsoft Office add-in designed to help professionals bring Power BI and Fabric data into the documents, presentations, and emails they use every day. It allows users to embed Power BI reports directly into PowerPoint, Word, and Outlook, replacing static screenshots with a faster, more efficient way to communicate data-driven insights. Built for teams that regularly analyze, present, and share business data, PowerBI Tiles Pro helps streamline reporting workflows and improve the way insights are delivered across the organization. Instead of manually exporting visuals and updating slides or documents one by one, users can add Power BI content in seconds and refresh it whenever needed while keeping formatting, styles, and themes unchanged. PowerBI Tiles Pro includes both Desktop and Online capabilities. The Desktop experience allows users to embed high-quality Power BI visuals into PowerPoint presentations, Word documents, and Outlook messages, making it easier to create polished business materials. The Online experience allows users to embed live Power BI visualizations into PowerPoint, enabling always-refreshed data and interactive reporting directly inside presentations. By connecting Microsoft Power BI with the Office tools professionals already rely on, PowerBI Tiles Pro helps organizations save time, reduce manual work, improve reporting accuracy, and tell more impactful stories with data.


  **Average Rating:** 4.5/5.0
  **Total Reviews:** 28
**How Do G2 Users Rate PowerBI Tiles Pro?**

- **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 8.9/10)
- **Calculated Fields:** 10.0/10 (Category avg: 8.5/10)

**Who Is the Company Behind PowerBI Tiles Pro?**

- **Seller:** [DevScope](https://www.g2.com/sellers/devscope)
- **Year Founded:** 2003
- **HQ Location:** N/A
- **LinkedIn® Page:** https://www.linkedin.com/company/devscope (174 employees on LinkedIn®)

**Who Uses This Product?**
  - **Top Industries:** Information Technology and Services, Consulting
  - **Company Size:** 52% Enterprise, 24% Small-Business


#### What Are PowerBI Tiles Pro's Pros and Cons?

**Pros:**

- Ease of Use (10 reviews)
- Dashboard Design (8 reviews)
- Presentation Enhancement (7 reviews)
- Features (5 reviews)
- Easy Integrations (4 reviews)

**Cons:**

- Limited Features (3 reviews)
- Limited Visualization (3 reviews)
- Complexity (2 reviews)
- Connection Issues (2 reviews)
- Lacking Features (2 reviews)

### 21. [BIRD Analytics](https://www.g2.com/products/bird-analytics/reviews)
  Lightning fast insights at business scale! BIRD Analytics platform provides real time insights on any data, be it batch data or data-in-motion. With its cloud native full-stack capabilities, in-built scalable enterprise data warehouse, 100+ out-of-box connectors with readymade KPI driven dashboards, ERP accelerators and streaming/event driven capabilities, be rest assured that your investments are secured on the right technology platform for the near future.


  **Average Rating:** 4.9/5.0
  **Total Reviews:** 6
**How Do G2 Users Rate BIRD Analytics?**

- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 8.9/10)
- **Steps to Answer:** 9.7/10 (Category avg: 8.3/10)
- **Reports Interface:** 9.7/10 (Category avg: 8.7/10)
- **Calculated Fields:** 9.7/10 (Category avg: 8.5/10)

**Who Is the Company Behind BIRD Analytics?**

- **Seller:** [BirdAnalytics](https://www.g2.com/sellers/birdanalytics)
- **Year Founded:** 2014
- **HQ Location:** Newark, US
- **Twitter:** @BIRDanalytics (71 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/birdanalytics/about/ (17 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 100% Mid-Market


### 22. [DataClarity](https://www.g2.com/products/dataclarity/reviews)
  DataClarity Unlimited Analytics is the only free modern embeddable data and analytics platform in the world that provides a self-service, powerful, secure and seamless end-to-end experience. DataClarity Unlimited Analytics Highlights · Simplified Data Integration – Easily connect, join, curate, cache, and catalog diverse data through drag and drop experience, custom SQL builder, and AI-powered data profiling. · Interactive Storyboards – Craft compelling storyboards using 80 stunning visualizations, geospatial maps, and flexibility to bring your own charts. · Real-time Analysis – Perform advanced analysis and data exploration using drill-down, drill-through, filters, built-in statistical and predictive models, and leverage your own Python and R code. · Seamless Application Integration – Achieve smooth integration with versatile APIs, tailor-made configurations, and flexible embedding features. · Security & Governance – Ensure adherence to your security guidelines, governance standards, multitenancy, row-level data protection, and Single Sign-On (SSO) capabilities. About DataClarity DataClarity is a trailblazing innovator of embedded self-service data and analytics. With an unwavering commitment to delivering groundbreaking capabilities that bring unparalleled value to ISV’s, SaaS providers, consultancies, and IT teams, DataClarity is reshaping industries through its forward-thinking solutions and pioneering business model.


  **Average Rating:** 4.9/5.0
  **Total Reviews:** 5
**How Do G2 Users Rate DataClarity?**

- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 8.9/10)
- **Steps to Answer:** 9.3/10 (Category avg: 8.3/10)
- **Reports Interface:** 9.3/10 (Category avg: 8.7/10)
- **Calculated Fields:** 9.7/10 (Category avg: 8.5/10)

**Who Is the Company Behind DataClarity?**

- **Seller:** [DataClarity Corporation](https://www.g2.com/sellers/dataclarity-corporation)
- **Year Founded:** 2002
- **HQ Location:** Raleigh, US
- **Twitter:** @DataClarity (266 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/dataclarity-corporation/ (23 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 60% Mid-Market, 20% Enterprise


### 23. [dotnet Report Builder](https://www.g2.com/products/dotnet-report-builder/reviews)
  Allow your end users to easily design self-service Reports, Charts & Dashboard by embedding dotnet Report Builder in your application


  **Average Rating:** 4.4/5.0
  **Total Reviews:** 5
**How Do G2 Users Rate dotnet Report Builder?**

- **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 8.9/10)
- **Steps to Answer:** 8.3/10 (Category avg: 8.3/10)
- **Reports Interface:** 9.2/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.3/10 (Category avg: 8.5/10)

**Who Is the Company Behind dotnet Report Builder?**

- **Seller:** [dotnet Report Builder](https://www.g2.com/sellers/dotnet-report-builder)
- **HQ Location:** Houston, US
- **Twitter:** @dotnetreport (17 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/dotnetreport (6 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 60% Mid-Market, 40% Enterprise


### 24. [Holistics Data](https://www.g2.com/products/holistics-data/reviews)
  Holistics lets BI teams build self-service analytics programmatically, so end users can find, trust, and ask deeper questions on their data.


  **Average Rating:** 4.3/5.0
  **Total Reviews:** 16
**How Do G2 Users Rate Holistics Data?**

- **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 8.9/10)
- **Steps to Answer:** 7.2/10 (Category avg: 8.3/10)
- **Reports Interface:** 8.2/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.1/10 (Category avg: 8.5/10)

**Who Is the Company Behind Holistics Data?**

- **Seller:** [Holistics](https://www.g2.com/sellers/holistics)
- **Year Founded:** 2015
- **HQ Location:** Central Business District
- **Twitter:** @holistics_bi (655 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/10147065 (64 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 50% Small-Business, 44% Mid-Market


#### What Are Holistics Data's Pros and Cons?

**Pros:**

- Analytics (1 reviews)
- Customer Support (1 reviews)
- Dashboard Customization (1 reviews)
- Data Visualization (1 reviews)
- Detailed Analysis (1 reviews)

**Cons:**

- Coding Difficulty (1 reviews)
- Initial Difficulty (1 reviews)
- Learning Curve (1 reviews)
- SQL Issues (1 reviews)

### 25. [Perforce Visualization](https://www.g2.com/products/perforce-visualization/reviews)
  Visualization software provides graphical libraries in different languages — C++, Java, and Adobe Flex.


  **Average Rating:** 4.2/5.0
  **Total Reviews:** 5
**How Do G2 Users Rate Perforce Visualization?**

- **Has the product been a good partner in doing business?:** 6.7/10 (Category avg: 8.9/10)
- **Steps to Answer:** 7.8/10 (Category avg: 8.3/10)
- **Reports Interface:** 6.7/10 (Category avg: 8.7/10)
- **Calculated Fields:** 7.8/10 (Category avg: 8.5/10)

**Who Is the Company Behind Perforce Visualization?**

- **Seller:** [Perforce](https://www.g2.com/sellers/perforce)
- **Year Founded:** 1995
- **HQ Location:** Minneapolis, MN
- **Twitter:** @perforce (5,094 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/perforce/ (2,032 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 60% Mid-Market, 40% Small-Business



    ## What Is Embedded Business Intelligence Software?
  [Business Intelligence Software](https://www.g2.com/categories/business-intelligence)
  ## What Software Categories Are Similar to Embedded Business Intelligence Software?
    - [Data Visualization Tools](https://www.g2.com/categories/data-visualization-tools)
    - [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics)
    - [Analytics Platforms](https://www.g2.com/categories/analytics-platforms)

  
---

## How Do You Choose the Right Embedded Business Intelligence Software?

### What You Should Know About Embedded Business Intelligence Software

### What is Embedded Business Intelligence Software?

Embedded business intelligence (BI) software, also known as embedded analysis software, gives users self-service analytics capabilities within business applications. Software developers use embedded business intelligence tools to build analytics into business applications, giving users access to analytics without relying on third party BI consultants or customer support. The software in this category makes it easy to house analytics inside a specific application. Additionally, some embedded business intelligence platforms provide businesses with embedded dashboards; this allows employees easy access to relevant analysis.

While these tools may be sold to enterprise companies for internal systems such as [HR](https://www.g2.com/categories/hr) or [ERP systems](https://www.g2.com/categories/erp-systems), they are usually sold to other software companies who integrate them in existing software to give the software embedded business intelligence capabilities.

Key Benefits of Embedded Business Intelligence Software

- Empower users to access data during daily workflow without exiting their current application
- Allow users to [transform data](https://www.g2.com/categories/embedded-business-intelligence/f/data-transformation) into a useful and relatable model embedded within a business application
- [Create reports](https://www.g2.com/categories/embedded-business-intelligence/f/reports-interface), dashboards, and visualizations

### Why Use Embedded Business Intelligence Software?

Business applications produce vast amounts of data which can be very useful for end users. Traditionally, business users that wanted to extract and analyze data would use business intelligence platforms; they would need to extract the data from the application and upload it to the platform. Embedded business intelligence is an alternative approach where users can access analytics from within the user interface of the given application. Embedded business intelligence provide users with interactive visual dashboards and reporting functionality within the actual business application.

- Engaged users — Incorporating embedded business intelligence into applications results in higher productivity for end users, since they can access data and analytics within the application they are using.
- Improved efficiency — Companies are seeing a decline in ad hoc analytics requests when embedded business intelligence is deployed.
- Better applications — Users spend more time using applications when they are enhanced with embedded business intelligence, this leads to enhanced productivity and better deployment of the applications.

### Who Uses Embedded Business Intelligence Software?

Analytics is no longer out of reach for the everyday employee. Thanks to self-service analytics and embedded business intelligence, data analysis is open to many, and insights can be drawn from data by anyone with basic software capabilities. However, there are still specific positions that utilize this software more than others.

- Software developers — Developers that want to create the next generation of products and services can use embedded business intelligence to build analytics capabilities into their applications, including custom reports and dashboards.
- Business users — Analytics can be at the business user’s fingertips, allowing them to understand the data. The user-friendly designs of this software are especially helpful for users at smaller companies where this type of analysis is a small facet of a user’s job.
- Business analysts — These tools give business analysts the ability to create custom dashboards and reports that serve a variety of stakeholders. These platforms empower analysts to stay up to date on their rapidly changing markets.
- Data engineers — With embedded business intelligence, data engineers can focus on pulling data from disparate sources, furthering their ability to build analytics apps, widgets, and dashboards for business users.

### Kinds of Embedded Business Intelligence Software

There are two areas where embedded business intelligence software are typically used, externally and internally. In both cases, analytics capabilities are built into business applications, the only difference is the end user.

- External embedding — Embeds analytics into customer-facing applications to make them more useful, allowing users to understand the data they are viewing or creating. An example of external embedding would be a mobile app development company that builds a portal for clients to access analytics related to their mobile applications.
- Internal embedding — Integrates reports and dashboards into tools a business’s employees use, allowing them to garner insights into their data from a wide range of sources and formats. An example of internal embedding would be a company’s IT department that develops and manages applications used by internal stakeholders and partners to understand internal company data, such as sales and marketing metrics.

### Embedded Business Intelligence Software Features

Embedded business intelligence software tend to have a wide range of features, including visualization and reporting and data modeling. The following features are found in most embedded business intelligence software.

- Integratable — When embedded business intelligence capabilities are integrated in a business application, users can access dashboards, visualizations, and reports.
- White labeling — Embedded business intelligence software give developers the ability to white label and seamlessly integrate analytics to match the look and feel of of any given application.
- Visualizations and reporting — Users can create reports and other user-friendly visualizations to better illustrate data and gain a competitive advantage.
- [Data modeling](https://www.g2.com/categories/embedded-business-intelligence/f/data-modeling) — Support self-service data modeling, blending, and [discovery processes](https://www.g2.com/categories/embedded-business-intelligence/f/data-discovery). These advanced analytics capabilities allows the user to get a high-level view of the data and understand it well.

Other features of embedded business intelligence software: [Automodeling](https://www.g2.com/categories/embedded-business-intelligence/f/automodeling), [Collaboration & Workflow](https://www.g2.com/categories/embedded-business-intelligence/f/collaboration-workflow), and [Search Capabilities](https://www.g2.com/categories/embedded-business-intelligence/f/search).

### Trends Related to Embedded Business Intelligence Software

Data and data analytics are no confined to IT departments and data experts. The rise in self-service analytics platforms coupled with artificial intelligence (AI) has led to an advance in embedded business intelligence. Features of these products allow users to query data using [natural language processing (NLP) software](https://www.g2.com/categories/natural-language-processing-nlp) and platforms that allow users to dig into their data using AI and [machine learning software](https://www.g2.com/categories/machine-learning).

Conversational interface — Users can uncover deeper answers to questions about data using intuitive language such as “how were sales this week" or “who was the highest-performing employee this month." Intuitive methods of querying data means a larger user base that can access and make sense of complex analytics.

AI-powered insights — End users can discover hidden insights with the power of machine learning. This technology can make sense of data for users and help them understand what they are seeing.

### Potential Issues with Embedded Business Intelligence Software

Where the product lives — There are a few considerations to make when buying embedded business intelligence software. It may require lots of work by a skilled development team or vendor support staff to embed the business intelligence tool, especially if the data is particularly messy. Some data might not be compatible with different products. Additionally, embedded software still offers self-service qualities that vary in levels of difficulty.

Plan for adoption — At the start, analytics tools may not seem valuable to all employees; end users might struggle to adopt the solutions. Therefore, it’s important for companies to have a plan to encourage and promote user adoption.

Time to market — As with any software implementation, it’s important to think about how long it will take to implement. It’s important to consider related software that a company might need, such as [data integration software](https://www.g2.com/categories/data-integration).

Data security — Don’t make data security an afterthought. Companies must consider security options to ensure the correct users see the correct data. It must also have security options that allow administrators to assign verified users different levels of access to the platform.

### Software and Services Related to Embedded Business Intelligence Software

The following solutions can be used in conjunction with the products in this category to make the most comprehensive reports possible.

[Application development software](https://www.g2.com/categories/application-development) — Embedded business intelligence tools differ from development tools in terms of how easy they integrate within different applications. Developers typically use some sort of [application development software](https://www.g2.com/categories/application-development), such as [mobile development software](https://www.g2.com/categories/mobile-development) or [rapid application development (RAD) software](https://www.g2.com/categories/rapid-application-development-rad), to leverage templated infrastructure.

[Business intelligence platforms](https://www.g2.com/categories/business-intelligence) — Embedded business intelligence is not always the right solution for a business problem. Sometimes, it makes more sense to start by using a stand-alone analytics platform. Many of these platforms are self-service, which means they are user-friendly and helps anyone who wants to better understand data.

[Database software](https://www.g2.com/categories/database-software) — There are a plethora of solutions for storing, organizing, and sharing large amounts of data to later be accessed and analyzed by analytics tools. Products in this parent category include everything from [big data software](https://www.g2.com/categories/big-data) to traditional table-based [relational databases software](https://www.g2.com/categories/relational-databases).

Each business has a unique set of metrics tied to their operation, products, and clientele. Businesses should research and implement database solutions to find the one that makes the most sense for their data types and analytical needs. When considering an embedded business intelligence solution, users should investigate which databases can integrate with their tool and make the most logical product choice for their particular situation. These analytics products don’t serve much purpose without the ability to pull data from an existing company database.

[Sales analytics software](https://www.g2.com/categories/sales-analytics) — When seeking to refine and optimize sales efforts, companies might require more focused insights than those offered with standard embedded business intelligence technology. Sales analytics software identifies strengths, weaknesses, and other detailed analysis of sales departments and individual salespeople. Improving sales processes helps bolster a business from all angles while contributing to a business intelligence strategy.Some companies might consider [marketing analytics software](https://www.g2.com/categories/marketing-analytics) for a big picture perspective of overall marketing efforts.

_Researched and written by _[_Matthew Miller_](https://research.g2.com/insights/author/matthew-miller)