# Best Data Visualization Tools - Page 2 *By [Bijou Barry](https://research.g2.com/insights/author/bijou-barry)* Data visualization tools and software translate data and metrics into charts and graphs to help companies track business metrics and key performance indicators (KPIs) in real time so they can better understand performance and goals. These can be delivered and displayed in various formats, including charts, graphs, reports, and dashboards. These tools help translate quantitative data and metrics into easy-to-understand visualizations. In regards to dashboards, there are various forms of visuals that one can create and view, such as scorecards and easy-to-interpret visualizations of company data to follow the trends and KPIs. Many data visualization software provides drag-and-drop functionality and other non-technical capabilities, so the average business user can build necessary dashboards. However, some do offer the ability to create dashboards using code. [Data visualization](https://www.g2.com/glossary/data-visualization-definition) software can consume data from many sources, including file uploads, databases, and business applications. Connecting certain applications or databases may require some IT involvement or coding knowledge. Dashboards with real-time data are particularly helpful to allow business users to understand business applications and systems, such as [ERP systems](https://www.g2.com/categories/erp-systems) and [CRM software](https://www.g2.com/categories/crm). However, in some cases, one might want to export these visualizations to share them as reports via email or other communication channels. This can be helpful if one is looking to send a targeted overview of data to busy executives or clients. In addition, these tools can be used to craft visualizations, such as charts and graphs, that can be exported in various formats, such as PNG and JPEG, to create content with visualizations of data. This content creation can often be accomplished collaboratively, allowing users to collaborate across devices and device types. Users looking for tools solely focused on diagramming can look to [diagramming software](https://www.g2.com/categories/diagramming) to build flow charts, floor plans, and more. The [best data visualization tools](https://learn.g2.com/best-data-visualization-software) are specifically designed to benchmark and visualize important metrics and are not intended to be used for robust, complicated data analysis. While some data visualization products may offer drill-down or data-joining functionality, their primary purpose is to provide dashboards and visualizations to monitor business-critical data. Users looking for analysis-specific tools should look to [analytics platforms](https://www.g2.com/categories/analytics-platforms). Analytics platforms, specifically of the self-service variety, can help businesses query and visualize their data without the need for IT support. Finally, business users and developers who are interested in embedding their visualizations in applications can use [embedded business intelligence software](https://www.g2.com/categories/embedded-business-intelligence) to accomplish this goal. To qualify for inclusion in the Data Visualization Tools category, a product must: - Consume data from a variety of sources through file uploads, database querying, and application connectors - Provide visual representation of key performance indicators ## Category Overview **Total Products under this Category:** 468 ## Trust & Credibility Stats **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 22,800+ Authentic Reviews - 468+ 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. ## Best Data Visualization Tools At A Glance - **Leader:** [Canva](https://www.g2.com/products/canva/reviews) - **Highest Performer:** [Hurree](https://www.g2.com/products/hurree/reviews) - **Easiest to Use:** [Canva](https://www.g2.com/products/canva/reviews) - **Top Trending:** [Drivetrain](https://www.g2.com/products/drivetrain-drivetrain/reviews) - **Best Free Software:** [Canva](https://www.g2.com/products/canva/reviews) ## Top-Rated Products (Ranked by G2 Score) ### 1. [Prodoscore](https://www.g2.com/products/prodoscore/reviews) Prodoscore™ is a data intelligence solution designed to help organizations enhance employee productivity and streamline team performance. The AI-powered platform provides insights that empower employees rather than overwhelming them with arbitrary metrics. By analyzing daily activities across various business applications, Prodoscore offers a comprehensive view of workforce dynamics, enabling organizations to make informed decisions that foster a more productive work environment. Targeted primarily at businesses looking to optimize their workforce, Prodoscore is suitable for teams of all sizes across various industries. The solution is particularly beneficial for managers and team leaders who seek to understand employee engagement and productivity levels without resorting to traditional, often misleading performance metrics. With its focus on employee-centric data, Prodoscore helps organizations identify areas for improvement while ensuring that employees feel supported rather than scrutinized. One of Prodoscore's key features is its ability to integrate seamlessly with a wide range of cloud-based tools, including Google Workspace, Office 365, CRM systems, and UCaaS platforms. This integration allows for collecting rich, API-based data from daily activities, providing a robust dataset that reflects real-time employee engagement. The insights help organizations identify trends, streamline processes, and uncover opportunities for workforce optimization, ultimately leading to enhanced productivity and job satisfaction. The implementation of Prodoscore is designed to be quick and unobtrusive, taking less than 15 minutes to set up without impacting end users. This ease of integration ensures that organizations can leverage valuable insights almost immediately, making it a practical choice for businesses looking to enhance their operational efficiency. By focusing on meaningful data rather than superficial metrics, Prodoscore stands out as a solution that prioritizes employee well-being while driving organizational success. Overall, Prodoscore provides a unique approach to understanding and improving workforce productivity. Harnessing AI-driven insights and integrating with existing business tools empowers organizations to make data-informed decisions that benefit both employees and the overall business. **Average Rating:** 4.6/5.0 **Total Reviews:** 65 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 9.7/10 (Category avg: 9.0/10) - **Dashboards:** 9.1/10 (Category avg: 9.0/10) - **Steps to Answer:** 8.1/10 (Category avg: 8.5/10) - **Formats:** 6.9/10 (Category avg: 8.6/10) **Seller Details:** - **Seller:** [Prodoscore](https://www.g2.com/sellers/prodoscore) - **Company Website:** https://www.prodoscore.com - **Year Founded:** 2018 - **HQ Location:** Los Angeles, CA - **Twitter:** @Prodoscore (312 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/10681050/ (33 employees on LinkedIn®) **Reviewer Demographics:** - **Top Industries:** Telecommunications, Computer Software - **Company Size:** 48% Mid-Market, 30% Small-Business #### Pros & Cons **Pros:** - Ease of Use (20 reviews) - Helpful (18 reviews) - Insights (18 reviews) - Useful (15 reviews) - Productivity Improvement (14 reviews) **Cons:** - Missing Features (11 reviews) - Insufficient Data (6 reviews) - Lacking Features (5 reviews) - Difficult Navigation (4 reviews) - Limited Features (4 reviews) ### 2. [Luzmo](https://www.g2.com/products/luzmo/reviews) Luzmo helps businesses embed data products hassle-free, empowering their users with fast, confident decisions in record time. **Average Rating:** 4.6/5.0 **Total Reviews:** 70 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.0/10) - **Dashboards:** 9.7/10 (Category avg: 9.0/10) - **Steps to Answer:** 8.6/10 (Category avg: 8.5/10) - **Formats:** 9.2/10 (Category avg: 8.6/10) **Seller Details:** - **Seller:** [Luzmo NV](https://www.g2.com/sellers/luzmo-nv) - **Year Founded:** 2015 - **HQ Location:** Brooklyn, US - **Twitter:** @luzmo_official (895 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/10198259/ (51 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** CEO - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 59% Small-Business, 32% Mid-Market #### Pros & Cons **Pros:** - Ease of Use (7 reviews) - Embedding Features (5 reviews) - Customization (4 reviews) - Insights (4 reviews) - Setup Ease (4 reviews) **Cons:** - Complexity (2 reviews) - Limited Options (2 reviews) - Performance Issues (2 reviews) - Table Limitations (2 reviews) - Bugs (1 reviews) ### 3. [Minitab Connect](https://www.g2.com/products/minitab-connect/reviews) Minitab Connect® is a data integration solution designed to help users access, blend, and enrich data from various critical sources, enabling meaningful business intelligence and informed decision-making. This platform serves as a bridge for organizations looking to harness the power of their data by providing tools that facilitate seamless data integration, automation, and governance across diverse data environments. Targeted at data users across enterprises, Minitab Connect® caters to professionals in various industries who require efficient methods to analyze and visualize data. The platform is particularly beneficial for organizations that rely on multiple data sources, including databases, cloud applications, unstructured data, and spreadsheets. By offering self-serve tools, Minitab Connect® empowers users to take control of their data analytics initiatives, fostering collaboration and enhancing the overall decision-making process within teams. One of the key features of Minitab Connect® is its flexible and automated workflows, which streamline the data integration process. Users can effortlessly blend data from disparate sources, allowing for a comprehensive view of their information landscape. The platform also includes powerful data preparation and visualization tools, which help users uncover transformative insights that can drive strategic decisions. This capability is essential for organizations aiming to spot trends, solve complex problems, and enhance operational efficiency. Minitab's reputation in the market is underscored by its long-standing history of nearly 50 years in providing data analysis and process improvement tools. With a customer base that includes over 90% of the Fortune 100 and a significant portion of the Fortune 500, Minitab Connect® is trusted by organizations of all sizes and industries. The platform’s user-friendly interface and robust functionality make it an attractive option for those seeking to derive actionable insights from their data, ultimately supporting their commitment to excellence in performance and outcomes. **Average Rating:** 4.5/5.0 **Total Reviews:** 28 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 9.0/10) - **Dashboards:** 9.0/10 (Category avg: 9.0/10) - **Steps to Answer:** 9.0/10 (Category avg: 8.5/10) - **Formats:** 9.1/10 (Category avg: 8.6/10) **Seller Details:** - **Seller:** [Minitab](https://www.g2.com/sellers/minitab-14ca02fe-fdeb-44c4-b0db-904058d0221b) - **Company Website:** https://www.minitab.com - **Year Founded:** 1972 - **HQ Location:** State College, Pennsylvania, United States - **Twitter:** @Minitab (5,025 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/39142/ (706 employees on LinkedIn®) **Reviewer Demographics:** - **Top Industries:** Information Technology and Services - **Company Size:** 61% Enterprise, 29% Mid-Market #### Pros & Cons **Pros:** - Ease of Use (7 reviews) - Data Integration (3 reviews) - Easy Integrations (3 reviews) - Functionality (3 reviews) - Integrations (3 reviews) **Cons:** - Learning Curve (3 reviews) - Learning Difficulty (3 reviews) - Poor Visualization (3 reviews) - Visualization Limitations (3 reviews) - Complexity (2 reviews) ### 4. [Toucan](https://www.g2.com/products/toucan/reviews) Toucan is an AI-embedded analytics platform designed to assist independent software vendors (ISVs) and SaaS companies in integrating advanced analytics features directly into their products, eliminating the need for building these capabilities from the ground up. This platform is tailored specifically for customer-facing applications, meaning that the end users are the clients of these companies rather than internal analysts. By enabling product and operations teams to configure and deploy analytics features independently, Toucan streamlines the development process and reduces reliance on data engineering resources. The target audience for Toucan primarily includes ISVs and SaaS companies across various industries, such as fintech, HR tech, and marketing technology. These organizations often seek to enhance their product offerings with sophisticated analytics capabilities that provide value to their users. With Toucan, product teams can quickly implement features that allow end users to interact with data in meaningful ways. This is particularly beneficial for companies looking to differentiate themselves in competitive markets by offering robust analytics without the lengthy development cycles typically associated with such features. Toucan's key capabilities include conversational AI analytics, which empowers end users to pose questions in natural language and receive instant data visualizations. This feature is anchored in a governed semantic layer, ensuring that the insights provided are consistent and reliable. Additionally, the platform offers automatic dashboard generation through AI, allowing users to customize layouts, colors, and metrics without requiring technical expertise. The white-label, multi-tenant embedding options ensure that analytics seamlessly integrate into existing products, creating a native experience for users. Security and compliance are paramount in today's data-driven landscape, and Toucan addresses these concerns with row-level security and granular permissions. This ensures that each end user only accesses their specific data, making it suitable for regulated industries where data privacy is critical. Furthermore, Toucan supports connections to modern data infrastructures, such as PostgreSQL, MySQL, and AWS Redshift, and offers both SaaS and self-hosted deployment options to meet various organizational needs. The platform's no-code builder is a standout feature, enabling product and operations teams to create, edit, and publish dashboards without any coding knowledge. This capability significantly reduces dashboard development time—by up to two-thirds compared to traditional in-house builds—allowing ISVs to launch reporting modules in days instead of months. By embedding analytics as a premium feature, organizations can also create new revenue streams, enhancing their overall product value while minimizing additional development overhead. With over 350 clients already leveraging its capabilities, Toucan is positioned as a powerful solution for companies looking to enhance their analytics offerings. **Average Rating:** 4.7/5.0 **Total Reviews:** 179 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.0/10) - **Dashboards:** 9.3/10 (Category avg: 9.0/10) - **Steps to Answer:** 8.7/10 (Category avg: 8.5/10) - **Formats:** 8.7/10 (Category avg: 8.6/10) **Seller Details:** - **Seller:** [Toucan Toco](https://www.g2.com/sellers/toucan-toco) - **Company Website:** https://toucantoco.com - **Year Founded:** 2015 - **HQ Location:** Boston, Massachusetts - **Twitter:** @Toucan_Toco (2,401 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/3661933/ (76 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** Data Analyst - **Top Industries:** Computer Software, Banking - **Company Size:** 43% Small-Business, 30% Mid-Market #### Pros & Cons **Pros:** - Ease of Use (8 reviews) - Easy Integrations (8 reviews) - Data Visualization (7 reviews) - Integrations (7 reviews) - Insights (6 reviews) **Cons:** - Complexity (2 reviews) - Complex Usage (2 reviews) - Learning Curve (2 reviews) - Limited Customization (2 reviews) - Bugs (1 reviews) ### 5. [Sisense](https://www.g2.com/products/sisense/reviews) Sisense is an API-first analytics platform that modernizes businesses by seamlessly integrating in-context analytics within applications, leading to action-oriented insights that enhance decision intelligence. **Average Rating:** 4.2/5.0 **Total Reviews:** 969 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 8.7/10 (Category avg: 9.0/10) - **Dashboards:** 7.9/10 (Category avg: 9.0/10) - **Steps to Answer:** 6.7/10 (Category avg: 8.5/10) - **Formats:** 7.5/10 (Category avg: 8.6/10) **Seller Details:** - **Seller:** [Sisense, Inc.](https://www.g2.com/sellers/sisense-inc) - **Company Website:** https://www.sisense.com - **Year Founded:** 2004 - **HQ Location:** New York - **Twitter:** @Sisense (6,551 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/148828/ (541 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** Data Analyst, Product Manager - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 57% Mid-Market, 24% Small-Business #### Pros & Cons **Pros:** - Ease of Use (81 reviews) - Data Visualization (50 reviews) - Integrations (45 reviews) - Customer Support (40 reviews) - Dashboard Customization (38 reviews) **Cons:** - Learning Curve (37 reviews) - Missing Features (28 reviews) - Bugs (21 reviews) - Dashboard Issues (20 reviews) - Limited Customization (17 reviews) ### 6. [Grow.com](https://www.g2.com/products/grow-com/reviews) Grow is a no-code full-stack business intelligence (BI) platform that empowers everyone in your organization to make data-driven decisions. By combining ETL, data warehousing and visualization in one easy-to-use platform, any organization can connect and explore its data to surface insights. Our unlimited-user license model gives everyone access to the answers they need without waiting in line for an analyst. Now everyone can make great decisions in real-time to accelerate their growth. **Average Rating:** 4.3/5.0 **Total Reviews:** 265 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 9.0/10) - **Dashboards:** 8.7/10 (Category avg: 9.0/10) - **Steps to Answer:** 7.9/10 (Category avg: 8.5/10) - **Formats:** 8.0/10 (Category avg: 8.6/10) **Seller Details:** - **Seller:** [Epicor](https://www.g2.com/sellers/epicor) - **Company Website:** https://www.epicor.com - **Year Founded:** 1972 - **HQ Location:** Austin, TX - **Twitter:** @Epicor (9,311 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/4617/ (6,273 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** Data Analyst, Account Manager - **Top Industries:** Marketing and Advertising, Computer Software - **Company Size:** 65% Small-Business, 33% Mid-Market #### Pros & Cons **Pros:** - Ease of Use (28 reviews) - Data Visualization (15 reviews) - Easy Integrations (15 reviews) - User Interface (15 reviews) - Integrations (13 reviews) **Cons:** - Expensive (8 reviews) - Missing Features (8 reviews) - Slow Loading (8 reviews) - Slow Performance (8 reviews) - Performance Issues (7 reviews) ### 7. [Databox](https://www.g2.com/products/databox-databox/reviews) Databox is an AI-powered business intelligence and analytics platform for teams that need clear, trusted answers fast. It helps growing companies and agencies move from dashboards to decisions by connecting directly to the tools they already use, standardizing metrics, and making performance easier to understand in the moment. It provides a blend of powerful, but easy-to-use features like: - Connect: Sync all your data from 130+ software tools, APIs, Databases or custom Spreadsheets in seconds. - Data prep (datasets): Curate, prepare, and merge raw data from multiple sources, so your team can analyze with more depth, confidence, and clarity later. - Metrics & KPIs: Track all your company's metrics and KPIs in one place. - Dashboards: Visualize performance in real-time with interactive dashboards (custom or pre-built templates) you can share with anyone. - Reports: Create custom presentations of your data that update automatically. - Goals: Set realistic goals based on historical data, monitor your progress, then achieve them. - Forecast: Forecast what future performance will be for any metric, and see the best and worst-case scenarios. - Genie, AI-Analyst: Ask questions about your performance and get clear, contextual answers in seconds so you can make decisions faster. More than 20,000 growing businesses and agencies use Databox to align teams, save time, and inform predictable growth. **Average Rating:** 4.4/5.0 **Total Reviews:** 189 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 9.0/10) - **Dashboards:** 9.3/10 (Category avg: 9.0/10) - **Steps to Answer:** 8.9/10 (Category avg: 8.5/10) - **Formats:** 8.6/10 (Category avg: 8.6/10) **Seller Details:** - **Seller:** [Databox](https://www.g2.com/sellers/databox) - **Year Founded:** 2012 - **HQ Location:** Boston, MA - **Twitter:** @databoxHQ (7,313 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/2394209/ (127 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** Marketing Manager, Founder - **Top Industries:** Marketing and Advertising, Computer Software - **Company Size:** 71% Small-Business, 21% Mid-Market #### Pros & Cons **Pros:** - Ease of Use (8 reviews) - Integrations (7 reviews) - Easy Integrations (6 reviews) - Customer Support (4 reviews) - Insights (4 reviews) **Cons:** - Connection Issues (1 reviews) - Connectivity Issues (1 reviews) - Expensive (1 reviews) - Expensive Pricing (1 reviews) - Learning Curve (1 reviews) ### 8. [Meteomatics](https://www.g2.com/products/meteomatics/reviews) Meteomatics is a weather intelligence provider that help businesses anticipate and manage the impact of weather on their operations. By providing high-precision weather data and insights, Meteomatics enables organizations across various industries to make informed decisions that enhance efficiency, mitigate risks, and optimize processes. With a client base that includes over 800 companies such as Tesla, Airbus, and Toyota, Meteomatics has established itself as a trusted partner in weather-related decision-making. The product suite offered by Meteomatics includes several key components tailored to meet the diverse needs of its target audience, which spans sectors like energy, logistics, aviation, and insurance. ➡️ All weather data you need with the Weather API The Weather API serves as the backbone of the service, granting access to more than 1800 weather and environmental parameters with global coverage and a spatial resolution that can reach down to 90 meters. This level of detail is particularly beneficial for industries that rely on precise weather data for operational planning and risk assessment. The API is designed for scalability and seamless integration, supporting various data formats and allowing organizations to connect easily with their existing systems and predictive models. ✔️ Over 1800 weather and environmental parameters ✔️ Global coverage and spatial resolution down to 90 meters ✔️ Supports all major data formats and connecting easily with operational systems, predictive models, and analytics platforms ✔️ Millisecond response times ✔️ Includes access to EURO1k and US1k — proprietary weather models delivering 1 km resolution forecasts across Europe and the continental United States, able to capture local weather phenomena that coarser global models often miss, providing a decisive edge in forecast accuracy ➡️ Weather visualization with MetX ✔️Web-based weather visualization platform for professionals who need quick, clear, and actionable insights ✔️Provides interactive maps, real-time forecasts, and customizable industry-specific layers ✔️Powered by Meteomatics’ high-resolution weather models for detailed and accurate visualizations ✔️Supports use cases such as wind farm monitoring, supply chain risk assessment, and airport traffic planning ✔️Requires no installation or technical expertise, making it easy to access and use across teams ➡️ Weather observations from the boundary layer with Meteodrones ✔️Weather drones that collect vertical atmospheric profiles up to 6 km in altitude, covering a critical data gap missed by satellites and ground stations ✔️Designed to operate even in severe weather conditions, including strong winds and low temperatures ✔️Provide real-time atmospheric data, enhancing the accuracy of short-term and local forecasts ✔️Improve predictions for fog, convective storms, wind shifts, and other hard-to-forecast phenomena ✔️Deliver significant value across sectors like energy, aviation, defense, and emergency management Through its innovative combination of technology and data-driven insights, Meteomatics empowers companies to make weather-smart decisions. By reducing risks and improving operational efficiency, businesses can unlock new opportunities and navigate the complexities of weather impacts on their operations. **Average Rating:** 4.5/5.0 **Total Reviews:** 34 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 9.0/10) - **Dashboards:** 7.9/10 (Category avg: 9.0/10) - **Steps to Answer:** 7.5/10 (Category avg: 8.5/10) - **Formats:** 7.7/10 (Category avg: 8.6/10) **Seller Details:** - **Seller:** [Meteomatics](https://www.g2.com/sellers/meteomatics) - **Company Website:** https://www.meteomatics.com - **Year Founded:** 2012 - **HQ Location:** St Gallen, St Gallen, Switzerland - **LinkedIn® Page:** https://www.linkedin.com/company/meteomatics (153 employees on LinkedIn®) **Reviewer Demographics:** - **Top Industries:** Oil & Energy - **Company Size:** 54% Small-Business, 23% Mid-Market #### Pros & Cons **Pros:** - Customer Support (7 reviews) - Ease of Use (5 reviews) - Reliability (3 reviews) - Useful (3 reviews) - Integrations (2 reviews) **Cons:** - Insufficient Information (4 reviews) - Data Inaccuracy (3 reviews) - Compatibility Issues (1 reviews) - Expensive (1 reviews) - Limited Options (1 reviews) ### 9. [datapine](https://www.g2.com/products/rib-software-datapine/reviews) datapine is a business intelligence & dashboarding platform that is focused on self-service, but also offers advanced analytics features such as predictive analytics or intelligent data alerts based on artificial intelligence and machine learning. With a few clicks, datapine integrates dozens of data sources such as databases, flat files, marketing analytics, social media data, CRM, and ERP data as well as helpdesk data. Thanks to an intuitive user interface, users of all skill levels can visualize and make sense of complex data by asking important questions and receiving answers immediately. The core of the product are dynamic, interactive business dashboards, that help to share insights within the organization effectively. datapine enables managers to data scientists to explore, visualize, analyze and report data in one central analytics platform and empowers modern, KPI driven businesses to grow further. datapine is a RIB Software GmbH solution. **Average Rating:** 4.6/5.0 **Total Reviews:** 26 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 9.0/10) **Seller Details:** - **Seller:** [RIB Software](https://www.g2.com/sellers/rib-software) - **Year Founded:** 1961 - **HQ Location:** Stuttgart, DE - **Twitter:** @RIB_Global (1,222 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/rib-software/ (1,338 employees on LinkedIn®) - **Ownership:** ETR:RIB **Reviewer Demographics:** - **Company Size:** 50% Mid-Market, 42% Small-Business ### 10. [Drivetrain](https://www.g2.com/products/drivetrain-drivetrain/reviews) Drivetrain is an AI-native business planning platform that accelerates your budgeting, reporting, and forecasting with Autonomous FP&A. Mid-market and enterprise finance teams choose Drivetrain when they need a financial planning and analysis software that scales with complexity while remaining intuitive for users. Finance teams use Drivetrain to support core FP&A workflows such as 3-statement modeling, board and investor reporting, headcount and workforce planning, sales planning, cash flow and revenue forecasting, scenario modeling, budgeting, and variance analysis. By unifying these use cases into a single platform, finance leaders plan with greater accuracy, collaborate more effectively, and deliver timely insights for better decision-making. Drivetrain natively integrates with 800+ business systems including Salesforce, NetSuite, QuickBooks, Xero, Hubspot, Salesforce, Rippling, Excel and Looker. These integrations create a single source of truth that reduces manual data preparation and reconciliation. The platform supports flexible, multi-dimensional modeling. And, these models can be built using plain-English formulas, allowing finance teams to handle complexity without relying on rigid templates or specialized technical expertise. Drivetrain also has intuitive reporting and visualization capabilities, combining drag-and-drop report building with charts and dashboards for clear communication of performance. Robust role-based access controls allow finance leaders to manage permissions at a granular level, ensuring stakeholders receive secure, relevant access to metrics, models, and reports. AI is embedded throughout the platform to support data transformation, anomaly detection, model building, insight generation, and more. These capabilities help automate manual work so that finance teams can focus on analysis and decision-making. Finance teams in more than 20 countries and 13 verticals use Drivetrain for their FP&A needs. Customers include category-leading companies such as Postman, Javvy Coffee, Graham Allen, Matillion, Spinnaker Support, and Jumia Group. **Average Rating:** 4.8/5.0 **Total Reviews:** 113 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 9.7/10 (Category avg: 9.0/10) - **Dashboards:** 10.0/10 (Category avg: 9.0/10) - **Steps to Answer:** 10.0/10 (Category avg: 8.5/10) - **Formats:** 10.0/10 (Category avg: 8.6/10) **Seller Details:** - **Seller:** [Drivetrain](https://www.g2.com/sellers/drivetrain) - **Company Website:** https://www.drivetrain.ai - **Year Founded:** 2021 - **HQ Location:** Sunnyvale, US - **Twitter:** @DrivetrainAI (53 Twitter followers) - **LinkedIn® Page:** https://in.linkedin.com/company/drivetrainai (91 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** Finance Manager, CFO - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 83% Mid-Market, 14% Small-Business #### Pros & Cons **Pros:** - Ease of Use (48 reviews) - Report Creation (33 reviews) - Reporting Efficiency (33 reviews) - Customer Support (32 reviews) - Easy Integrations (23 reviews) **Cons:** - Learning Curve (13 reviews) - Missing Features (13 reviews) - Learning Difficulty (12 reviews) - Steep Learning Curve (11 reviews) - Difficult Learning (6 reviews) ### 11. [think-cell](https://www.g2.com/products/think-cell/reviews) think-cell Suite is a powerful PowerPoint add-in that helps professionals create more impactful data-driven business presentations. think-cell provides value by saving users time and increasing the ROI of every slide they make. think-cell, available on both Windows and Mac, lets users create charts and presentations, access an extensive library of resources, automate reports, and ensure that presentations across the organization stay on brand. For more than 20 years, think-cell has led the industry in providing advanced chart functionalities, including waterfalls, Mekkos and Gantt charts that go far beyond what native PowerPoint offers. Data-rich presentations built with think-cell stand out thanks to unrivalled clarity, helping business professionals tell more convincing data stories and drive decision-making in their organizations. One of think-cell’s driving principles is to save users time by minimizing clicks, meaning they can focus on the content and insights of their presentations, rather than mundane formatting tasks. To achieve this, the software automates best-practice design, labelling and chart annotations, while also providing a comprehensive set of tools that streamline tedious tasks, ensure polished layouts, and guarantee brand compliance across presentations. Beyond charts, think-cell helps teams collaborate more efficiently with a set of features that make it easy to access and update brand templates, logos, and key assets, and share them with everyone in the organization. Other collaborative features includes being able to easily send individual slides to a colleague for quick feedback and enhanced teamwork. Globally, think-cell is already used by more than 1.2 million users across 35,000+ organizations, including all 10 of the top consulting firms, 88% of the Fortune 100, and the entire DAX 40. think-cell is also taught at the top 10 United States business schools. Finally, think-cell offers free training materials and live webinars, a comprehensive online user manual, and a training academy to help new users get started and existing users become proficient with the software. If you want to try think-cell before buying we offer a free trial that allows you full access to all of the features within our software. **Average Rating:** 4.5/5.0 **Total Reviews:** 83 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 9.0/10) - **Dashboards:** 8.2/10 (Category avg: 9.0/10) - **Steps to Answer:** 7.3/10 (Category avg: 8.5/10) - **Formats:** 7.9/10 (Category avg: 8.6/10) **Seller Details:** - **Seller:** [think-cell](https://www.g2.com/sellers/think-cell) - **Company Website:** https://www.think-cell.com - **Year Founded:** 2002 - **HQ Location:** Berlin, DE - **Twitter:** @thinkcell (756 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/think-cell/ (207 employees on LinkedIn®) **Reviewer Demographics:** - **Top Industries:** Management Consulting, Information Technology and Services - **Company Size:** 45% Enterprise, 34% Mid-Market #### Pros & Cons **Pros:** - Ease of Use (12 reviews) - Charting (10 reviews) - Time-saving (7 reviews) - Features (6 reviews) - Visualization (6 reviews) **Cons:** - Limited Formatting Options (4 reviews) - Learning Curve (3 reviews) - Limited Customization (3 reviews) - Limited Options (3 reviews) - Slow Performance (3 reviews) ### 12. [Abacum](https://www.g2.com/products/abacum/reviews) Abacum is an AI-native Financial Planning and Analysis (FP&A) platform designed to enhance business performance through clarity, speed, and impactful decision-making. This innovative solution provides users with instant access to essential operational and financial key performance indicators (KPIs) all in one centralized location. With just a single click, users can automate management reporting, forecast revenue, plan headcount, budget operational expenditures (OPEX), and run multiple scenarios, all seamlessly integrated within the Abacum environment. Targeted primarily at mid-market companies, Abacum caters to finance teams seeking a robust yet user-friendly solution for their planning and analysis needs. The platform stands out by combining intuitive workflows with enterprise-grade flexibility, allowing users to create collaborative plans, analyze performance in real time, and share valuable insights that drive business progress. Its ability to integrate with over 700 systems, including ERP, CRM, HRIS, and data warehouses, ensures that all data is automatically synced, cleaned, structured, and consistently up to date, thus eliminating the need for manual data handling. One of the key features of Abacum is its multi-dimensional modeling engine, which empowers finance teams to conduct complex analyses and scenario planning with ease. This capability, coupled with collaborative workflows, facilitates seamless business partnering across various functions within an organization. As a result, finance teams can plan and report up to 75% faster, significantly improving efficiency and allowing them to focus on strategic initiatives rather than time-consuming manual processes. Abacum is designed to support fast-growing companies and industry leaders, including names such as Strava, Dish Networks, JG Wentworth, BetterUp, Factorial, Kajabi, Abridge, and Aiven. By providing a scalable FP&A solution that balances power with simplicity, Abacum enables organizations to navigate the complexities of financial planning and analysis confidently. **Average Rating:** 4.8/5.0 **Total Reviews:** 143 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 9.5/10 (Category avg: 9.0/10) - **Dashboards:** 9.2/10 (Category avg: 9.0/10) - **Steps to Answer:** 8.5/10 (Category avg: 8.5/10) - **Formats:** 8.7/10 (Category avg: 8.6/10) **Seller Details:** - **Seller:** [Abacum](https://www.g2.com/sellers/abacum) - **Company Website:** https://www.abacum.ai/ - **Year Founded:** 2020 - **HQ Location:** New York City, US - **LinkedIn® Page:** https://www.linkedin.com/company/abacum-io/ (137 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** CFO, Head of Finance - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 88% Mid-Market, 6% Small-Business #### Pros & Cons **Pros:** - Customer Support (20 reviews) - Ease of Use (20 reviews) - Features (17 reviews) - Implementation Ease (15 reviews) - Flexibility (14 reviews) **Cons:** - Learning Difficulty (9 reviews) - Missing Features (9 reviews) - Complex Setup (8 reviews) - Learning Curve (8 reviews) - Steep Learning Curve (8 reviews) ### 13. [Evisions Argos](https://www.g2.com/products/evisions-argos/reviews) Evisions Argos delivers the insights that you need in order to make timely, better-informed decisions. Argos helps colleges and universities work better, delivering flexible, powerful, easy-to-use reporting tools developed by higher education experts. **Average Rating:** 4.2/5.0 **Total Reviews:** 25 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 9.0/10) - **Dashboards:** 10.0/10 (Category avg: 9.0/10) - **Steps to Answer:** 9.2/10 (Category avg: 8.5/10) - **Formats:** 9.2/10 (Category avg: 8.6/10) **Seller Details:** - **Seller:** [Evisions](https://www.g2.com/sellers/evisions) - **Year Founded:** 1998 - **HQ Location:** Houston, US - **Twitter:** @EvisionsInc (969 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/903897/ (144 employees on LinkedIn®) **Reviewer Demographics:** - **Top Industries:** Higher Education - **Company Size:** 48% Enterprise, 48% Mid-Market ### 14. [SAP Crystal Server](https://www.g2.com/products/sap-sap-crystal-server/reviews) SAP Crystal Server is a comprehensive business intelligence (BI solution designed to empower organizations with self-service reporting and data exploration capabilities. It enables businesses to automate report distribution, provide secure access to reports from desktops or mobile devices, and manage user administration efficiently. By offering a centralized platform for report scheduling, data-driven publishing, and robust security options, SAP Crystal Server helps decision-makers access timely, accurate information, facilitating informed decision-making and operational efficiency. Key Features and Functionality: - Report Scheduling: Automate the generation and distribution of standard reports on a flexible schedule, reducing repetitive database queries and ensuring timely information delivery. - Data-Driven Publishing: Customize and distribute reports tailored to individual recipients, such as personalized invoices or statements, enhancing communication and engagement. - Security Management: Control access to reports and dashboards at user, group, object, and folder levels, ensuring that sensitive data is accessible only to authorized personnel. - Administrator Interface: Utilize a web-based central management console to configure security settings, manage user roles, and oversee the entire reporting system efficiently. Primary Value and User Solutions: SAP Crystal Server addresses the critical need for timely and accurate business information by automating report distribution and providing secure, self-service access to reports. This reduces the reporting backlog for IT departments and empowers business users to make informed decisions based on up-to-date data. The platform's robust security features ensure that sensitive information is protected, while its scalability allows organizations to manage reporting needs for a growing user base effectively. By streamlining reporting processes and enhancing data accessibility, SAP Crystal Server helps organizations improve operational efficiency and drive business success. **Average Rating:** 4.5/5.0 **Total Reviews:** 30 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 9.0/10) - **Dashboards:** 9.1/10 (Category avg: 9.0/10) - **Steps to Answer:** 8.8/10 (Category avg: 8.5/10) - **Formats:** 9.0/10 (Category avg: 8.6/10) **Seller Details:** - **Seller:** [SAP](https://www.g2.com/sellers/sap) - **Year Founded:** 1972 - **HQ Location:** Walldorf - **Twitter:** @SAP (297,227 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/sap/ (141,341 employees on LinkedIn®) - **Ownership:** NYSE:SAP **Reviewer Demographics:** - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 40% Enterprise, 37% Mid-Market ### 15. [JMP](https://www.g2.com/products/jmp/reviews) JMP, data analysis software for Mac and Windows, combines the strength of interactive visualization with powerful statistics. Importing and processing data is easy. The drag-and-drop interface, dynamically linked graphs, libraries of advanced analytic functionality, scripting language and ways of sharing findings with others, allows users to dig deeply into their data, with greater ease and speed. Originally developed in the 1980’s to capture the new value in GUI for personal computers, JMP remains dedicated to adding cutting-edge statistical methods and special analysis techniques from a variety of industries to the software’s functionality with each release. The organization's founder, John Sall, still serves as Chief Architect. To see a full list of data connectors please visit https://www.jmp.com/en/software/analytic-workflow/data-connectors **Average Rating:** 4.5/5.0 **Total Reviews:** 206 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 9.0/10) - **Dashboards:** 8.4/10 (Category avg: 9.0/10) - **Steps to Answer:** 8.4/10 (Category avg: 8.5/10) - **Formats:** 8.1/10 (Category avg: 8.6/10) **Seller Details:** - **Seller:** [JMP Statistical Discovery](https://www.g2.com/sellers/jmp-statistical-discovery) - **Company Website:** https://www.jmp.com - **Year Founded:** 1989 - **HQ Location:** Cary, North Carolina - **Twitter:** @JMP_software (2,759 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/jmp/ (1,002 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** Student - **Top Industries:** Higher Education, Information Technology and Services - **Company Size:** 42% Enterprise, 33% Small-Business #### Pros & Cons **Pros:** - Ease of Use (10 reviews) - Data Visualization (9 reviews) - Statistical Analysis (5 reviews) - Visualization (5 reviews) - User Interface (4 reviews) **Cons:** - Expensive (6 reviews) - Learning Curve (4 reviews) - Limited Flexibility (4 reviews) - Learning Difficulty (3 reviews) - Limitations in Storage (2 reviews) ### 16. [Reportz](https://www.g2.com/products/reportz/reviews) Reportz is a white-label KPIs reporting software solution that helps digital marketing professionals automate and streamline client reporting processes through customizable dashboards. Reportz serves as a comprehensive reporting platform for digital marketing agencies, freelancers, and in-house marketing teams to create, manage, and deliver client-facing performance reports. It belongs to the category of marketing analytics tools specifically designed for automated reporting and data visualization. Key features and benefits include: • Customizable dashboards: Allows users to create tailored reports with relevant KPIs for each client • White-label functionality: Enables branding of reports with agency logos and color schemes • Data integration: Connects with multiple marketing platforms to aggregate data in one place • Automated reporting: Generates and sends reports on a scheduled basis without manual intervention • Client access portal: Provides clients with direct access to their live performance dashboards Reportz addresses several common challenges faced by digital marketing professionals: 1. Time-consuming manual report creation 2. Difficulty in presenting data from multiple sources cohesively 3. Lack of real-time reporting capabilities 4. Need for branded, professional-looking reports 5. Inefficient communication of marketing performance to clients The software is designed to integrate with a wide range of digital marketing tools and platforms, offering compatibility with popular analytics, advertising, and social media services. It provides a user-friendly interface that allows for quick setup and easy maintenance of client reports. Users can expect to benefit from: • Significant time savings through automated report generation • Enhanced client satisfaction with transparent, real-time reporting • Improved data visualization and storytelling capabilities • Consistent branding across all client communications • Scalability to handle reporting for multiple clients or campaigns Reportz offers flexibility in its pricing model, with plans that accommodate various team sizes and reporting needs. The platform supports unlimited users and KPIs within dashboards, allowing for comprehensive reporting without artificial limitations. By centralizing the reporting process and offering extensive customization options, Reportz enables digital marketing professionals to focus more on strategy and less on routine reporting tasks. The tool aims to streamline client communications, demonstrate marketing ROI more effectively, and provide a professional, branded reporting experience for agencies of all sizes. **Average Rating:** 4.8/5.0 **Total Reviews:** 18 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.0/10) - **Dashboards:** 10.0/10 (Category avg: 9.0/10) - **Steps to Answer:** 10.0/10 (Category avg: 8.5/10) **Seller Details:** - **Seller:** [Reportz](https://www.g2.com/sellers/reportz) - **Year Founded:** 2017 - **HQ Location:** New York City, US - **Twitter:** @ReportzApp (145 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/17983541/ (2 employees on LinkedIn®) **Reviewer Demographics:** - **Top Industries:** Marketing and Advertising - **Company Size:** 100% Small-Business #### Pros & Cons **Pros:** - Branding (1 reviews) - Ease of Use (1 reviews) - Performance Efficiency (1 reviews) - Useful (1 reviews) - User Interface (1 reviews) ### 17. [Runway Financial](https://www.g2.com/products/runway-financial/reviews) Runway is the modern and intuitive way to model, plan, and align your business for everyone on your team. High-growth companies, including Superhuman, AngelList, and 818 Tequila trust Runway to manage their financial operations and drive strategic decision-making with confidence. **Average Rating:** 4.8/5.0 **Total Reviews:** 38 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 9.8/10 (Category avg: 9.0/10) - **Dashboards:** 9.0/10 (Category avg: 9.0/10) - **Steps to Answer:** 8.3/10 (Category avg: 8.5/10) - **Formats:** 8.8/10 (Category avg: 8.6/10) **Seller Details:** - **Seller:** [Runway Financial](https://www.g2.com/sellers/runway-financial) - **Company Website:** https://runway.com - **Year Founded:** 2020 - **HQ Location:** San Francisco, CA - **Twitter:** @runwayco (8,091 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/runway/ (83 employees on LinkedIn®) **Reviewer Demographics:** - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 53% Small-Business, 47% Mid-Market #### Pros & Cons **Pros:** - Ease of Use (11 reviews) - Customer Support (10 reviews) - Easy Integrations (10 reviews) - Planning (9 reviews) - Automation (8 reviews) **Cons:** - Difficult Learning (5 reviews) - Learning Curve (5 reviews) - Learning Difficulty (5 reviews) - Complexity (4 reviews) - Steep Learning Curve (4 reviews) ### 18. [IBM Environmental Intelligence Suite](https://www.g2.com/products/ibm-environmental-intelligence-suite/reviews) The IBM Environmental Intelligence Suite is an AI-powered SaaS solution that provides organizations with timely and fact-based actionable intelligence to proactively plan and manage the economic impact of severe weather and climate change events; built on the world’s most accurate weather data providing clients with the ability to: Monitor for disruptive environmental conditions such as severe weather, wildfires, flooding and air quality and send alerts when detected Predict potential impacts of climate change and weather across the business using climate risk analytics Gain insights into potential operational disruptions and prioritize mitigation and response efforts Measure and report on environmental initiatives and operationalize carbon accounting, while reducing the burden of this reporting on procurement and operations teams The IBM Environmental Intelligence Suite combines key functionality into a single application suite that includes: Climate and Weather Data APIs Data APIs within the IBM® Environmental Intelligence Suite tap into the breadth and depth of climate, environment and weather data to provide current and forecasted conditions, seasonal and sub-seasonal forecasts, lifestyle indices, severe weather and historical weather data for analysis. The packages are curated to give you only what you need in the format you need it, and you can use them quickly and easily by accessing data APIs through the cloud. By applying advanced analytics to a combination of business data and weather data such as alerts and notifications, forecast data and weather imagery, you can build the foundation for informed enterprise decision-making. Geospatial Analytics Engine Formerly IBM PAIRS Geoscope, the Geospatial Analytics component within the Environmental Intelligence Suite is a platform specifically designed for massive geospatial-temporal (maps, satellite, weather, drone, IoT) query and analytics services. It frees up data scientists and developers from cumbersome processes that dominate conventional data preparation, providing search-friendly access to a rich, diverse and growing catalog of continually updated geospatial-temporal information. Dashboard Visualizations Dashboard Visualization provides weather visualizations for nearly all your locations in a single, user-friendly weather dashboard. See severe weather headed to some locations? Quickly deliver guidance to leadership and a prioritized action list for personnel. Awareness of weather forecasts and patterns in advance can also open windows to new or additional business. Scalable Alerting The alerts console combines data science, geo-location and precise weather data so businesses across energy and utilities, insurance, retail, telecommunications, ground transportation and other industries can deliver timely and customized messages. With Alert Console, create meaningful touch points to strengthen customer loyalty, and protect employees and properties in a timely manner. **Average Rating:** 4.2/5.0 **Total Reviews:** 49 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 7.8/10 (Category avg: 9.0/10) - **Dashboards:** 8.9/10 (Category avg: 9.0/10) - **Steps to Answer:** 8.2/10 (Category avg: 8.5/10) - **Formats:** 8.1/10 (Category avg: 8.6/10) **Seller Details:** - **Seller:** [IBM](https://www.g2.com/sellers/ibm) - **Year Founded:** 1911 - **HQ Location:** Armonk, NY - **Twitter:** @IBM (709,023 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1009/ (324,553 employees on LinkedIn®) - **Ownership:** SWX:IBM **Reviewer Demographics:** - **Top Industries:** Information Technology and Services, Accounting - **Company Size:** 39% Mid-Market, 35% Small-Business #### Pros & Cons **Pros:** - Analytics (5 reviews) - Analytics Power (4 reviews) - Real-Time Data (4 reviews) - Real-time Updates (4 reviews) - Data Analytics (3 reviews) **Cons:** - Complex Usability (4 reviews) - Complex Setup (3 reviews) - Expensive (3 reviews) - Learning Difficulty (3 reviews) - Integration Issues (2 reviews) ### 19. [CorralData](https://www.g2.com/products/corraldata/reviews) CorralData is an AI-powered analytics platform that transforms how organizations interact with their data, offering businesses instant, actionable insights without requiring technical expertise. Designed with ease of use and speed in mind, CorralData helps businesses quickly centralize and analyze data from over 500 built-in integrations. This vast connectivity allows organizations to unify their data seamlessly, making it accessible and actionable from one central platform. Key Features and Functionality: CorralData is built for non-technical users, enabling them to explore data through natural language queries and generate AI-driven reports effortlessly. The platform includes features like real-time dashboards, customizable reporting, and secure collaboration tools that empower teams to work with data collaboratively and make informed decisions faster. With CorralData, users can simply ask questions in plain English, and the platform instantly translates these queries into data insights, democratizing data access across the organization. Primary Value and Solution: CorralData solves a core challenge for many businesses: transforming complex, siloed data into accessible insights quickly, without the need for lengthy onboarding or engineering support. Traditional BI tools often require specialized teams and long lead times to implement, but CorralData’s intuitive design and instant integration capabilities eliminate these barriers. The platform’s HIPAA-compliant security measures also ensure that data is protected, making it a trusted choice for industries like healthcare and finance. CorralData’s primary value lies in its ability to make data-driven decision-making fast, accessible, and impactful. By equipping business users with immediate insights and robust analytical tools, CorralData enables companies to respond to market changes in real time, optimize operations, and drive growth, all while reducing dependency on technical resources. For businesses aiming to become data-driven overnight, CorralData is an ideal solution. **Average Rating:** 4.9/5.0 **Total Reviews:** 19 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.0/10) - **Dashboards:** 10.0/10 (Category avg: 9.0/10) - **Steps to Answer:** 9.2/10 (Category avg: 8.5/10) - **Formats:** 7.5/10 (Category avg: 8.6/10) **Seller Details:** - **Seller:** [Corraldata](https://www.g2.com/sellers/corraldata) - **Company Website:** https://www.corraldata.com/ - **Year Founded:** 2021 - **HQ Location:** New York, NY - **Twitter:** @CorralData (6 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/43342864 (25 employees on LinkedIn®) **Reviewer Demographics:** - **Company Size:** 47% Mid-Market, 47% Small-Business #### Pros & Cons **Pros:** - Ease of Use (7 reviews) - Customer Support (6 reviews) - Implementation Ease (3 reviews) - Integrations (3 reviews) - Time-Saving (3 reviews) **Cons:** - Complexity (2 reviews) - Data Inaccuracy (1 reviews) - Expensive (1 reviews) - Filtering Problems (1 reviews) - Implementation Challenges (1 reviews) ### 20. [Adriel](https://www.g2.com/products/adriel/reviews) Adriel is a comprehensive AdOps platform designed to assist marketers in managing their advertising operations through no-code reporting and creative intelligence solutions. This platform caters to the needs of brands and agencies seeking to enhance their advertising strategies by providing tools that facilitate real-time data visualization and customizable dashboards. By integrating various data sources, Adriel enables users to optimize their campaigns, maximize their budgets, and ultimately drive growth. Targeted primarily at marketing professionals and agencies, Adriel serves as a vital resource for those looking to streamline their advertising efforts. The platform is particularly beneficial for teams that require a user-friendly interface to generate insights without needing extensive technical expertise. With its no-code approach, users can easily create reports and dashboards tailored to their specific needs, making it an ideal solution for both small businesses and large enterprises. One of the standout features of Adriel is its AI-driven insights, which provide users with actionable data to inform their decision-making processes. This capability allows marketers to identify trends and opportunities within their campaigns, ensuring that they can respond swiftly to changing market conditions. Additionally, the platform offers customizable widgets that enable users to visualize their data in ways that are most relevant to their objectives, enhancing the overall analytical experience. Adriel also excels in its ability to seamlessly map and blend data from various sources, allowing for a comprehensive view of campaign performance. This feature is crucial for marketers who need to consolidate information from different platforms and channels to gain a holistic understanding of their advertising efforts. Furthermore, the proactive alerts system keeps users informed of significant changes or anomalies in their data, enabling them to take immediate action when necessary. In essence, Adriel stands out in the business intelligence and reporting landscape by offering a powerful yet accessible solution for marketers. With its focus on automation, scalability, and hands-on support, it provides a robust framework for businesses looking to enhance their reporting capabilities and drive successful advertising campaigns. By leveraging Adriel's advanced features, brands can ensure they remain competitive in an ever-evolving digital marketplace. **Average Rating:** 4.5/5.0 **Total Reviews:** 41 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 9.5/10 (Category avg: 9.0/10) - **Dashboards:** 8.3/10 (Category avg: 9.0/10) - **Steps to Answer:** 7.5/10 (Category avg: 8.5/10) - **Formats:** 8.3/10 (Category avg: 8.6/10) **Seller Details:** - **Seller:** [Adriel](https://www.g2.com/sellers/adriel) - **Company Website:** https://www.adriel.com/en - **Year Founded:** 2017 - **HQ Location:** Austin, Texas - **Twitter:** @AdrielMarketing (350 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/13746025 (59 employees on LinkedIn®) **Reviewer Demographics:** - **Top Industries:** Marketing and Advertising - **Company Size:** 73% Small-Business, 10% Mid-Market #### Pros & Cons **Pros:** - Ease of Use (18 reviews) - Reporting (13 reviews) - Customer Support (10 reviews) - Analytics (9 reviews) - Insights (9 reviews) **Cons:** - Missing Features (4 reviews) - Complex Setup (3 reviews) - Data Management (3 reviews) - Difficult Setup (3 reviews) - Learning Curve (3 reviews) ### 21. [Upsolve AI](https://www.g2.com/products/upsolve-ai/reviews) Upsolve AI is an agentic analytics platform that helps SaaS companies embed intelligent dashboards and AI-powered insights directly into their products — so users can ask questions, get visualized answers, and take data-driven actions instantly, without leaving the app. The platform primarily targets SaaS businesses that aim to elevate their product offerings by embedding advanced analytics capabilities. By providing users with the ability to interact with data in real time, Upsolve AI caters to a diverse range of industries, including finance, supply chain and manufacturing, healthcare, marketing, and e-commerce. This versatility allows companies to leverage data insights tailored to their end users'specific needs, ultimately driving better outcomes and improving operational efficiency. Upsolve AI stands out in the analytics landscape by offering a user-friendly interface that simplifies the interaction with complex data sets. Users can easily ask questions in natural language and receive immediate, visualized responses that are easy to interpret. This capability is particularly beneficial for teams that may not have extensive data analysis expertise, as it democratizes access to insights and empowers all users to make informed decisions based on real-time data. Key features of Upsolve AI include customizable dashboards that can be tailored to meet the unique requirements of different users or teams within an organization. The platform also supports advanced AI algorithms that not only provide analytics but also offer data insights, helping users anticipate trends and make proactive decisions. Additionally, the seamless integration of these analytics tools into existing applications ensures that users remain engaged and productive without the need to switch between multiple platforms. By embedding Upsolve AI into their products, SaaS companies can enhance user satisfaction and retention through improved data accessibility and actionable insights. This integration not only adds value to the user experience but also positions companies as forward-thinking leaders in their respective markets, capable of harnessing the power of data to drive innovation and growth. **Average Rating:** 4.8/5.0 **Total Reviews:** 15 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.0/10) - **Dashboards:** 9.8/10 (Category avg: 9.0/10) - **Steps to Answer:** 8.7/10 (Category avg: 8.5/10) - **Formats:** 9.2/10 (Category avg: 8.6/10) **Seller Details:** - **Seller:** [Upsolve AI](https://www.g2.com/sellers/upsolve-ai) - **Company Website:** https://upsolve.ai/ - **Year Founded:** 2023 - **HQ Location:** London, GB - **LinkedIn® Page:** https://www.linkedin.com/company/upsolveai/ (4 employees on LinkedIn®) **Reviewer Demographics:** - **Company Size:** 60% Small-Business, 27% Mid-Market #### Pros & Cons **Pros:** - Ease of Use (8 reviews) - Useful (4 reviews) - Customer Support (3 reviews) - Insights (3 reviews) - Time-saving (3 reviews) **Cons:** - Limited Options (2 reviews) - Usage Limitations (2 reviews) - Complexity (1 reviews) - Learning Curve (1 reviews) - Learning Difficulty (1 reviews) ### 22. [SAP Crystal Reports](https://www.g2.com/products/sap-crystal-reports/reviews) SAP Crystal Reports software is the worldwide de facto standard in desktop reporting. With SAP Crystal Reports, you can create powerful, richly formatted, dynamic reports from virtually any data source – delivered in dozens of formats, in up to 24 languages. A robust production reporting tool, SAP Crystal Reports turns almost any data source into interactive, actionable information that can be accessed offline or online, from applications, portals and mobile devices. SAP Crystal Server enables self-service access to reports, dashboards, and data exploration within a secure infrastructure. **Average Rating:** 4.2/5.0 **Total Reviews:** 201 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 7.8/10 (Category avg: 9.0/10) - **Dashboards:** 8.6/10 (Category avg: 9.0/10) - **Steps to Answer:** 8.3/10 (Category avg: 8.5/10) - **Formats:** 8.1/10 (Category avg: 8.6/10) **Seller Details:** - **Seller:** [SAP](https://www.g2.com/sellers/sap) - **Year Founded:** 1972 - **HQ Location:** Walldorf - **Twitter:** @SAP (297,227 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/sap/ (141,341 employees on LinkedIn®) - **Ownership:** NYSE:SAP **Reviewer Demographics:** - **Who Uses This:** President - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 39% Mid-Market, 33% Enterprise #### Pros & Cons **Pros:** - Data Visualization (2 reviews) - Ease of Use (2 reviews) - Easy Integrations (1 reviews) - Integrations (1 reviews) - Intuitive (1 reviews) **Cons:** - Compatibility Issues (1 reviews) - Learning Curve (1 reviews) - Learning Difficulty (1 reviews) - Limited Customization (1 reviews) - Limited Options (1 reviews) ### 23. [Explo](https://www.g2.com/products/explo/reviews) Explo provides a powerful embedded dashboard and reporting solution. Securely share customizable product analytics, project reports, and KPIs with each of your customers all while seamlessly matching your product's design. Give your users the power to explore their data on their on by editing dashboards and building their own self serve data reports. **Average Rating:** 4.9/5.0 **Total Reviews:** 137 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 9.1/10 (Category avg: 9.0/10) - **Dashboards:** 9.1/10 (Category avg: 9.0/10) - **Steps to Answer:** 8.9/10 (Category avg: 8.5/10) - **Formats:** 8.9/10 (Category avg: 8.6/10) **Seller Details:** - **Seller:** [Explo](https://www.g2.com/sellers/explo) - **Year Founded:** 2019 - **HQ Location:** San Francisco, CA - **Twitter:** @tryexplo (643 Twitter followers) - **LinkedIn® Page:** http://www.linkedin.com/company/explo-co (16 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** Co-Founder - **Top Industries:** Computer Software, Financial Services - **Company Size:** 77% Small-Business, 22% Mid-Market #### Pros & Cons **Pros:** - Charting Features (3 reviews) - Dashboard Customization (3 reviews) - Ease of Use (3 reviews) - Easy Creation (3 reviews) - Customizability (2 reviews) **Cons:** - Complexity (1 reviews) - Complex Usage (1 reviews) - Initial Difficulty (1 reviews) - Layout Issues (1 reviews) - Learning Curve (1 reviews) ### 24. [Out Of The Blue](https://www.g2.com/products/out-of-the-blue/reviews) Out Of The Blue is an AI-powered health-monitoring platform for eCommerce brands to drive top-line revenue growth and drive down costs. We do this by reducing revenue loss, leakages and missed revenue capture by monitoring site errors across your tech stack We also improve conversion by highlighting revenue-impacting CX issues and opportunities across the buyer journey. In short, we work 24\*7 behind the scenes to drive time-critical interventions by detecting, diagnosing, and explaining why metrics are moving to be able to take proactive rather than reactive actions. In just 3 simple steps, you can gain valuable insights from your data and keep your business on track. -You choose Out Of The Blue with any Data Source- We provide support for all major Shopify brand connectors- across marketing, sales, and analytics. -Next, you onboard your data into our Metrics Hub, where you refine your KPIs and business metrics with our Semantic Layer, set extraction preferences, and let us handle the rest. -You are now live & will start getting insights in your mail, on Slack, or through other channels via webhooks. With Out Of The Blue, ecommerce growth teams can finally: -Gain the insights they need to improve your eCommerce site experience and product category performance. -Get alerted within minutes when customers aren’t having a broken experience related to purchasing, finding items, registering, or logging in, so you can fix it before your revenue is impacted. -Uncover outperforming and soft categories across your products. -Automate analyzing your data at a granular level by county, channel, and product category or more. -Get a weekly digest that includes a list of issues stack-ranked by their revenue impact, so you can refocus on what isn’t important—rather than what’s urgent. Our customers include growth oriented brands like Poshmark, True Classic, Abbott Lyon and more **Average Rating:** 4.6/5.0 **Total Reviews:** 24 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 9.7/10 (Category avg: 9.0/10) - **Dashboards:** 8.9/10 (Category avg: 9.0/10) - **Steps to Answer:** 9.2/10 (Category avg: 8.5/10) - **Formats:** 9.0/10 (Category avg: 8.6/10) **Seller Details:** - **Seller:** [Out of the Blue](https://www.g2.com/sellers/out-of-the-blue) - **Year Founded:** 2021 - **HQ Location:** San Carlos, US - **Twitter:** @OutoftheblueAI (13 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/outoftheblueai (47 employees on LinkedIn®) **Reviewer Demographics:** - **Top Industries:** Computer Software - **Company Size:** 88% Small-Business, 8% Enterprise #### Pros & Cons **Pros:** - Ease of Use (5 reviews) - Time-saving (5 reviews) - Error Tracking (4 reviews) - Insights (4 reviews) - Customer Support (3 reviews) **Cons:** - Difficult Setup (2 reviews) - Learning Curve (2 reviews) - Setup Difficulty (2 reviews) - Complexity (1 reviews) - Complex Setup (1 reviews) ### 25. [Plecto](https://www.g2.com/products/plecto/reviews) Plecto is a real-time dashboard and data visualization platform that combines KPI tracking with gamification features to improve team performance. With Plecto, sales and support teams can visualize their KPIs in real-time, ensuring that all employees stay focused on their targets. The platform transforms traditional analytics into an engaging employee experience that motivates better performance across your organization. Plecto goes beyond typical dashboard visualization by combining it wth engaging gamification and coaching features. With integrations to 150+ of the biggest systems around and places no restrictions on the number of dashboards you can create. This way, you can centralize your data and create a single source of truth for your team's performance. Unlike traditional data visualization tools, Plecto is built for all employees and not just analysts. Plecto's combination of real-time dashboards, gamification and coaching gives organizations a way to not only visualize data but take action on it. Book expert demo now, and discover how Plecto transforms your sales data into actionable insights that drive motivation and results. **Average Rating:** 4.2/5.0 **Total Reviews:** 39 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 9.3/10 (Category avg: 9.0/10) - **Dashboards:** 8.3/10 (Category avg: 9.0/10) - **Steps to Answer:** 8.3/10 (Category avg: 8.5/10) - **Formats:** 8.1/10 (Category avg: 8.6/10) **Seller Details:** - **Seller:** [Plecto](https://www.g2.com/sellers/plecto) - **Year Founded:** 2012 - **HQ Location:** Aarhus, Aarhus - **Twitter:** @getplecto (340 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/5248126/ (56 employees on LinkedIn®) **Reviewer Demographics:** - **Top Industries:** Computer Software, Financial Services - **Company Size:** 59% Small-Business, 34% Mid-Market #### Pros & Cons **Pros:** - Ease of Use (2 reviews) - Helpful (2 reviews) - Performance Review (2 reviews) - Charting (1 reviews) - Customer Satisfaction (1 reviews) **Cons:** - Complexity (1 reviews) - Data Management Issues (1 reviews) - Difficult Setup (1 reviews) - Integration Issues (1 reviews) ## Parent Category [Business Intelligence Software](https://www.g2.com/categories/business-intelligence) ## Related Categories - [Analytics Platforms](https://www.g2.com/categories/analytics-platforms) - [Embedded Business Intelligence Software](https://www.g2.com/categories/embedded-business-intelligence) - [Marketing Analytics Software](https://www.g2.com/categories/marketing-analytics) --- ## Buyer Guide ### What You Should Know About Data Visualization Tools ### What are Data Visualization Tools? Data visualization tools are basic analytics platforms for business users to easily consume and interpret data, KPIs, and other critical metrics using dashboards. These dashboards can pull data from a number of sources, including databases and spreadsheets and other applications, such as [CRM](https://www.g2.com/categories/crm) systems and [digital analytics](https://www.g2.com/categories/digital-analytics) tools. Users can build a variety of visuals based on the data sets to easily track and measure important metrics. Such chart types include column charts, bar charts, pie charts, line graphs, tables, general tracking meters, maps for geographical data, and even just raw numbers. Data visualization software is the most simplistic in the business intelligence category of software. They are built to display data in one central location instead of forcing employees to dig through different solutions to find important metrics. Business intelligence platforms, self-service business intelligence software, and embedded business intelligence software all contain more in-depth analytics features, such as drill-downs, and are most often used by analysts or data scientists. But for companies interested in displaying visual analytics dashboards, data visualization tools are the proper applications. Setting up and implementing data visualization tools are relatively straightforward compared to implementing other business intelligence tools. It may require a bit of development knowledge to connect the product to a database or third-party application. However, if a non-developer is interested in building a visualization using a spreadsheet, implementation is basic. Key Benefits of Data Visualization Tools - Turn complex data into easily understandable graphics - Track and visualize live and static metrics - Monitor Key Performance Indicators (KPIs) - Visualize and compare related metrics - Provide various options to communicate complex information ### Why Use Data Visualization Tools? The main reason for using data visualization is to track real-time data, metrics, goals, and KPIs. Businesses frequently set high goals, so tracking each metric as teams and companies progress is essential. By displaying data visualizations of each KPI, businesses can reinforce the importance of these goals and even help prioritize work based on which metrics need the most attention. General business metrics may include web traffic, revenue, and customer acquisition, among others. With data visualization products, it is easy to pull those business metrics from data sources such as digital analytics and CRMs, so that employees do not need to find them on their own. Outside of this initial benefit of using data visualization software, another advantage is that data visualization tools help users easily understand critical business data. By using data visualization solutions, employees and businesses can easily interpret data. It makes the purpose of the information very evident to all users. If employees understand the business data, they can align around long-term goals and improve overall company growth. Critical business data differs among every company and industry, so allowing for extensive customization is beneficial. There is no one-size-fits-all business dashboard; therefore, pulling data from a variety of sources is useful and necessary. When new employees start, it is helpful to understand said critical business data, and with the help of data visualization tools, that understanding is simplified. Data visualization software also allows users to quickly and easily identify trends in business metrics. If certain metrics are not on pace to hit month-end, quarter-end, or year-end goals, companies can see that up front with data visualization tools. Businesses can adjust their strategies and methods for attaining goals based on how KPIs are tracked. Being able to react to data is an important overall strategy for greater business modernization and digital transformation. ### Who Uses Data Visualization Tools? All employees have an opportunity to utilize data visualization tools; however, there are a number of roles that can use the solutions in different ways. For example: **C-level executives –** C-suite employees utilize data visualization software such as KPI dashboards to keep a holistic view of all company goals and how they are progressing. Instead of checking in with every team or digging into disparate software for each KPI, a CEO can track all company metrics in one location. If a CFO wants to observe all financial metrics, data visualization is an option instead of going through accounting and CRM products to find necessary information. Additionally, C-level executives may take dashboards into board meetings to help illustrate how the company is performing as a whole. [**Sales teams**](https://www.g2.com/categories/data-visualization/f/sales) **–** There are many use cases for sales teams when it comes to data visualization solutions, and not just to track revenue numbers or how many deals they have closed. Business development teams often connect [sales acceleration](https://www.g2.com/categories/sales-acceleration) tools as a data source to track how many calls each rep is making or how many meetings they are setting up. Sales managers can track individual account representatives’ performances to see how much revenue and deals each of their employees are closing, and how much they have in the pipeline. They may also set goals and determine how they are tracking on a quarterly or yearly progression. Displaying personal metrics with data visualization tools is one method to help motivate sales employees to hit their quotas. [**Marketing teams**](https://www.g2.com/categories/data-visualization/f/marketing) **–** For marketers, data visualization solutions are ideal for recording real-time data regarding customer and prospect interactions. Users can pull specific digital analytics metrics, such as web traffic, and easily visualize progress. Additionally, marketers can see how email campaigns or advertising campaigns are progressing, whether that be open rates or how many impressions Facebook, Twitter, and other social advertisement campaigns are receiving. Businesses benefit by quickly visualizing conversion rates and cost-per-customer acquisition, among many other key marketing metrics. **Customer service teams –** There are a variety of different instances where data visualization software is helpful for customer support teams, whether they be in a [contact center](https://www.g2.com/categories/contact-center) or receiving customer inquiries via a [help desk](https://www.g2.com/categories/help-desk), among other scenarios. Representatives at call centers can visualize the number of calls they have taken that day, how many calls are waiting to be answered, and how long the average call has been, among many other business-critical data points. For support teams that use a help desk, users benefit from data visualization by tracking how many tickets they have resolved and how many are still in their queues. [Customer success](https://www.g2.com/categories/customer-success) teams may choose to measure KPIs such as customer retention or churn rates to ensure they are maintaining the appropriate number of customers. **Human resources teams –** Data is aplenty for recruiters and human resources professionals, so having a single dashboard to display the information is advantageous. [Recruiting](https://www.g2.com/categories/recruiting) coordinators can track how many applications have been submitted for specific roles or monitor how often the career page has been viewed. Other general human resources professionals use it to display [employee engagement](https://www.g2.com/categories/employee-engagement), whether that is an overall satisfaction of work life within a company or a gamification of certain tasks. Even third-party services such as Glassdoor may be a data source for businesses interested in tracking their rating at all times. **Development teams –** If a business is responsible for running multiple applications and needs to track performance in real time, data visualization tools are an excellent way to keep tabs on all of them simultaneously. This allows development teams to react quickly to potential bugs or issues and ensure that performance is trending in the correct direction. Some data sources valuable to development teams include databases, public cloud [infrastructure as a service](https://www.g2.com/categories/infrastructure-as-a-service-iaas) offering, and [application performance monitoring](https://www.g2.com/categories/application-performance-monitoring-apm) software. ### Data Visualization Tools Features While data visualization software might seem fairly straightforward, there are some features that impact the user experience with these tools. The main feature, and often most critical component buyers should look for when purchasing data visualization software, is which data sources the tool can integrate with and pull from. Most solutions can pull from SaaS applications, cloud and on-premise databases, and even solutions built in-house. But, if one of the main reasons for a company purchasing a data visualization software is to track marketing campaigns, but the tool cannot integrate with the marketing automation tool the business is already using, then it defeats the purpose. Tracking real-time data is another important feature of data visualization software. Observing progress and trends in a business’ KPIs in real time ensures that employees can react and improve on strategies and methods. Data visualization vendors often offer mobile functionality, so users can observe and track business metrics regardless of their physical location. In today’s business world, employees are often on the go, so the ability to see dashboards from mobile phones or tablets is convenient. This is important for C-level employees who might not always be in the office. The ability to share [dashboards](https://www.g2.com/categories/data-visualization/f/dashboards) is another important feature of data visualization software. If a sales leader needs to send numbers to a company’s board of directors, easily emailing an entire dashboard is quick and easy. It is also beneficial to be able to share metrics internally with teams via email, if employees are unaware of how metrics are progressing. Other features of data visualization software:[Charts and Graphs](https://www.g2.com/categories/data-visualization/f/charts-and-graphs), [Contact Center](https://www.g2.com/categories/data-visualization/f/contact-center), [Education](https://www.g2.com/categories/data-visualization/f/education), [Finance](https://www.g2.com/categories/data-visualization/f/finance), [IT & Development](https://www.g2.com/categories/data-visualization/f/it-and-development), and [Reports](https://www.g2.com/categories/data-visualization/f/reports). ### Kinds of Data Visualization Tools Some data visualization solutions target specific industries or teams within a company, making them more unique than general data visualization software. A marketing team may opt to use a marketing analytics solution since they only want to visualize and track progress for specific marketing metrics. There are also sales analytics tools that only track sales metrics. Additionally, many software products have some data visualization within them. For example, a CRM or help desk tool might have data visualization features, but they differ in the sense that these are simply features, not the product's main function. ### Software and Services Related to Data Visualization Tools For business users interested in advanced analytics tools that contain more robust features, business intelligence tools are a step up from data visualization. Data analysts or data scientists most often utilize business intelligence platforms. These platforms often require a good amount of coding or query language knowledge to access necessary data and transform it into visualizations. Self-service business intelligence solutions are aimed more at roles outside of analyst or data scientist, and allow users to perform analysis without a deeper knowledge of the back end. [Embedded business intelligence](https://www.g2.com/categories/embedded-business-intelligence) solutions may have self-service aspects, but these solutions embed the business intelligence capabilities within a third-party application. The difference between business intelligence products and data visualization tools is that you can perform drill-downs and dig further into the data, right there in the business intelligence product with interactive data visualizations. Business intelligence tools focus more on exploratory data representations than just the raw data or metrics. Data visualization software is really just to see goals and track metric progress, not to dig into the data further and conduct deeper analysis. For businesses that need to consume large data sets, [big data analytics](https://www.g2.com/categories/big-data-analytics) solutions may be the best option. These products pull mostly unstructured data from [big data processing and distribution](https://www.g2.com/categories/big-data-processing-and-distribution) systems, such as Hadoop, before putting them into big data analytics tools. These products require heavy development knowledge and are mostly utilized by data scientists at larger companies.