microstrategy visual insight vs tableau. Tableau is a powerful and popular BI tool. microstrategy visual insight vs tableau

 
 Tableau is a powerful and popular BI toolmicrostrategy visual insight vs tableau  Pricing

4 stars with 3676 reviews. It allows exploration of data via intuitive means such as drag-and-drop filtering and natural language queries, irrespective of. Tableau only covers visualizations independently for each business user, which then creates the issues of every employee creating their own version of the data, and then you have 20 versions of the truth. Updated: November 2023. Oracle OBIEE is rated 8. MicroStrategy is ranked 8th in BI (Business Intelligence) Tools with 12 reviews while SAS Visual Analytics is ranked 3rd in Data Visualization with 14 reviews. KB439226: How to create a filtered metric using a case statement in Visual Insight in MicroStrategy Web 10. A enterprise data warehouse and MicroStrategy's Visual Insight is a better method. Microsoft BI is rated 8. But first, Is MicroStrategy the same as Tableau? MicroStrategy is similar to Tableau in several ways, with only slight differences between them. likes. Analysis: MicroStrategy's Would-Be Analytics King. Starting in MicroStrategy 2020 Update 2, you can use an independent MicroStrategy. Strong semantic layer to define all the business rules and tightly coupled. Tableau only covers visualizations independently for each business user, which then creates the issues of every employee creating their own version of the data, and then you have 20 versions of the truth. The user interface offers a good deal of options to view your data from different perspectives and at different levels. Compare BrightGauge vs MicroStrategy Analytics. Enable users to interact with personalized chat for further product discovery. 744,489 professionals have used our research since 2012. Microsoft BI vs MicroStrategy: which is better? Base your decision on 119 verified in-depth peer reviews and ratings, pros & cons, pricing, support and more. 4. Compare price, features, and reviews of the software side-by-side to make the best choice for your business. It provides tools for discovering patterns and insights, data calculations, forecasts, and statistical summaries and visual storytelling. Q&A. Predictive Analytics Report + Alteryx (31. Looker vs. Birst vs MicroStrategy vs Tableau comparison. Tableau only covers visualizations independently for each business user, which then creates the issues of every employee creating their own version of the data, and then you have 20 versions of the truth. In particular, on this page you can look at the overall performance of WebFOCUS (8. Reviews. Overall, Tableau is the clear winner. From a total of 1,647 decision criteria that are spread over the six sub-modules that form the comparison matrix, Microstrategy PRIME offers robustly better coverage of BI software functionalities compared to its direct competitor Tableau Software, regardless of how those functions. 2, while MicroStrategy is rated 8. This document shows some of the similarities and differences between market leaders. Google Data Studio vs MicroStrategy vs Tableau comparison. Tableau is a visual analytics engine that creates interactive visual analytical dashboards. Easy to use data analysis and dashboard creation. Visual information dashboards. 0, while ThoughtSpot is rated 7. DOWNLOAD NOW. MicroStrategy is rated 8. MicroStrategy vs Panorama Necto vs Tableau comparison. Domo vs MicroStrategy: which is better? Base your decision on 19 verified in-depth peer reviews and ratings, pros & cons, pricing, support and more. Business Performance Management Report +MicroStrategy is ranked 8th in BI (Business Intelligence) Tools with 12 reviews while ThoughtSpot is ranked 9th in Data Visualization with 8 reviews. Comparisons + IBM MQ (31) + TIBCO Rendezvous (1) + Aurea CX Messenger (3) + TIBCO Enterprise Message Service (2) + Avada Software Infrared360 (0) + Real-Time Innovations DDSMicroStrategy vs Panorama Necto: which is better? Base your decision on 11 verified in-depth peer reviews and ratings, pros & cons, pricing, support and more. Comparatively, QlikView is faster in this case. It. MicroStrategy Report + Microsoft BI (164) + Tableau (85) + SAP BusinessObjects Business Intelligence PlatformMicroStrategy is a leader in the business intelligence market that helps analytics and business professionals uncover insights and make informed decisions faster. Tableau integrates well with various data sources. MicroStrategy vs. A enterprise data warehouse and MicroStrategy's Visual Insight is a better method. MicroStrategy is an enterprise BI application software. More MicroStrategy Pros →. MicroStrategy vs Tableau: which is better? Base your decision on 72 verified in-depth peer reviews and ratings, pros & cons, pricing, support and more. Compare price, features, and reviews of the software side-by-side to make the best choice for your business. Find out what your peers are saying about Microsoft, Tableau, Amazon and others in BI (Business Intelligence) Tools. To learn more, read our detailed BI (Business Intelligence) Tools Report (Updated: October 2023). MicroStrategy is rated 8. Qlik Sense is a self-service data analytics software that enhances human intuition with the power of artificial intelligence to enable better data-driven business decisions. The top reviewer of MicroStrategy writes "Good reports, easy to install, and is user-friendly". 2. Tableau can handle huge volumes of data with a columnar data model that dynamically creates smaller data sets when needed. I’ve illustrated before how to add custom integrated insights to a Tableau dashboard; a feature that does not come out-of-the-box in the software. A enterprise data warehouse and MicroStrategy's Visual Insight is a better method. Pricing. Comparisons + Snowflake Analytics (11) + Google Analytics (0) + Amplitude (0) + Segment (0) + Matomo (0) +MicroStrategy Analytics Desktop. If you are looking for a solution that will cover 80% of your needs when it comes to mobile reporting then seriously consider Microstrategy. Read full review:Information Builders WebFOCUS vs MicroStrategy: which is better? Base your decision on 13 verified in-depth peer reviews and ratings, pros & cons, pricing, support and more. You can import datasets with up to four million rows and 30+ columns. The top reviewer of MicroStrategy writes "Good reports, easy to install, and is user-friendly". MicroStrategy. For team and organizational licenses, contact the vendors for pricing information. For users who prioritize free trial capabilities, Power BI offers a robust 60-day Pro trial, while Tableau’s free trial is 14 days and the Excel application doesn’t provide a free trial unless it’s paid for. Besides dashboards. Enterprise Analytics Business Intelligence; HyperIntelligence; Cloud; Product Innovation; Education; Consulting Tableau Explorer: $42 per user per month, billed annually. MicroStrategy — 98 Tableau — 75. We performed a comparison between MicroStrategy, Qlik Sense, and Tableau based on real PeerSpot user reviews. Tableau only covers visualizations independently for each business user, which then creates the issues of every employee creating their own version of the data, and then you have 20 versions of the truth. Executive Summary. For team and organizational licenses, contact the vendors for pricing information. Reviews. Turnkey Intelligence using this comparison chart. Comparisons. It blends information from a wide range of sources to deliver actionable, real-time insights. Tableau only covers visualizations independently for each business user, which then creates the issues of every employee creating their own version of the data, and then you have 20 versions of the truth. IBM Cognos is ranked 7th in BI (Business Intelligence) Tools with 17 reviews while MicroStrategy is ranked 8th in BI (Business Intelligence) Tools with 12 reviews. 9. I have worked extensively with Excel pivot tables but Tableau takes data visualization to the next level. DataRPM vs MicroStrategy vs Tableau comparison. What’s the difference between MicroStrategy, SQL Server Reporting Services (SSRS), Salesforce Analytics Cloud, and Tableau? Compare MicroStrategy vs. Description: Tableau offers an expansive visual BI and analytics platform, and is widely regarded as the major player in the marketplace. Reviews. 6 stars with 694 reviews. A enterprise data warehouse and MicroStrategy's Visual Insight is a better method. Digging a little deeper, here are the 5 main differences between the two tools: Alteryx vs Tableau Differences: General. We have compiled a list of solutions that reviewers voted as the best overall alternatives and competitors to MicroStrategy, including Tableau, Looker, Sisense, and Domo. A cloud-native, open architecture platform, it is built on a scalable, future-fit semantic layer designed to inject AI-powered Intelligence Everywhere™. Gartner, in its latest “Magic Quadrant for Analytics and Business Intelligence Platforms,” graded Tableau as a leader. The illustration includes four different datasets with almost identical variance, mean, correlation between X and Y coordinates, and linear regression lines. A enterprise data warehouse and MicroStrategy's Visual Insight is a better method. The top reviewer of MicroStrategy writes "Good reports, easy to install, and is user-friendly". Tableau is a good Business Intelligence tool for power users who want to explore and visualize data sets. We performed a comparison between MicroStrategy vs. 2987. Amazon QuickSight is ranked 3rd in BI (Business Intelligence) Tools with 16 reviews while Tableau is ranked 2nd in BI (Business Intelligence) Tools with 49 reviews. Number of consultants & teachers ___. MicroStrategy is rated 8. - Head of BI Department, Major Retailer in FranceMicrostrategy is a great platform for mobile analytics and offers a lot of functionality out of the box. Pricing. If you’re a Power BI user, you’ll be pretty much at home with MicroStrategy since both use similar analytics tools and share a common semantic layer. Tableau comes with a simple drag-and-drop interface that is easy, clean, and interactive. Databricks is ranked 1st in Data Science Platforms with 51 reviews while MicroStrategy is ranked 8th in BI (Business Intelligence) Tools with 12 reviews. 289 verified user reviews and ratings of features, pros, cons, pricing, support and more. 1236 visualizaciones. Transform those datasets into visually-compelling, interactive data representations (visualizations). 741,611 professionals have used our research since 2012. While MicroStrategy excels in scalability. 742,512 professionals have used our research since 2012. Tableau only covers visualizations independently for each business user, which then creates the issues of every employee creating their own version of the data, and then you have 20 versions of the truth. Tableau is ranked 2nd in BI (Business Intelligence) Tools with 48 reviews while ThoughtSpot is ranked unranked in BI (Business Intelligence) Tools with 8 reviews. The top reviewer of Microsoft BI writes "User friendly, easy. MicroStrategy 9 vs. Pros & Cons. Find out what your peers are saying about Microsoft, Tableau, Amazon and others in BI (Business Intelligence) Tools. One Tableau Creator seat is. Find out what your peers are saying about Microsoft, Tableau, Amazon and others in BI (Business Intelligence) Tools. Vitaracharts can be used in Dossier , Visual Insight or even for pixel perfect Report Services Documents. In MicroStrategy Developer, you can view VI dashboards, with a limited. We performed a comparison between Microsoft BI, MicroStrategy, and Tableau based on real PeerSpot user reviews. . Comparisons. DataHero vs MicroStrategy: which is better? Base your decision on 11 verified in-depth peer reviews and ratings, pros & cons, pricing, support and more. Information Builders WebFOCUS vs MicroStrategy vs Tableau comparison. 0. Likelihood to Recommend. SQL Server Reporting Services (SSRS) vs. Power BI's Automated Machine Learning features streamlines machine learning activities including data imputation, feature engineering, model selection, training, testing, and visualization. Q&A. We performed a comparison between Alteryx, MicroStrategy, and Tableau based on real PeerSpot user reviews. 741,611 professionals have used our research since 2012. Platform: Tableau Desktop. Reviews. Kofax Insight vs MicroStrategy: which is better? Base your decision on 13 verified in-depth peer reviews and ratings, pros & cons, pricing, support and more. Anodot vs MicroStrategy: which is better? Base your decision on 11 verified in-depth peer reviews and ratings, pros & cons, pricing, support and more. 2, while Tableau is rated 8. Tableau 7. x. 1. Q&A. Incentivized. Reviews. Pricing. Toucan vs. MicroStrategy for Tableau allows you to fetch data from reports or cubes that reside in MicroStrategy projects into Tableau Public (also known as Tableau Desktop). Datasheets and dashboards are. The 30+ free BI comparison graphs will give you instantly insight in the pros and cons. The major usage of the tool is for analytical purposes (reporting) by interacting with Hadoop, Microsoft SQL Server Tables, and SSAS MDX. MicroStrategy ONE is a comprehensive intelligence platform that integrates the power of generative AI with the precision of BI. The top reviewer of MicroStrategy writes "Good reports, easy to install, and is user-friendly". Higher visual interface to processes, has a good number of functions (and very easy to understand) for data reporting, integration, data mining and ETL. MicroStrategy vs Oracle Analytics Cloud: which is better? Base your decision on 18 verified in-depth peer reviews and ratings, pros & cons, pricing, support and more. "The on-premise version has quite good scalability. Review the code developed by. A enterprise data warehouse and MicroStrategy's Visual Insight is a better method. Compare price, features, and reviews of the software side-by-side to make the best choice for your business. You can publish a report by using Tableau Public and there you can make your data online, not only batches of data, you can use it as an online analytical tool. Features of the former relate so well with the latter, making either of the tools challenging to choose. Proactive alerts and push notifications for both web and mobile users. Across thousands of users and dozens of distinct applications, MicroStrategy successfully replaced legacy Cognos,. Comparisons. Finally, verify the Data Sources that you need to support. Tableau using this comparison chart. Interface. Pair your two greatest assets—your people and your data, big or small—for deep, discoverable, actionable analytics. 963. Microstrategy can connect and blend data that originate from any source. Overall, Tableau is the clear winner. Comparisons. A enterprise data warehouse and MicroStrategy's Visual Insight is a better method. Reviews. It is a very versatile tool with many access levels from Pro to Analyst; depending on your experience. 743,098 professionals have used our research since 2012. Find out what your peers are saying about Microsoft, Tableau, Amazon and others in BI (Business Intelligence) Tools. Cost. Oracle Essbase vs. QlikView based on real PeerSpot user reviews. To learn more, read our detailed BI (Business Intelligence) Tools Report (Updated: October 2023). Dashboard from Tableau. Comparisons. T. Qlik vs. IBM Planning Analytics vs. Tableau offers a user-friendly interface and intuitive drag and drop functionality, to create interactive and visually compelling dashboards and reports. Q&A. Number of Views 4. You create and interact with Visual Insight (VI) dashboards in MicroStrategy Web. It queries SQL databases, cloud databases, and. Anodot vs MicroStrategy vs Tableau comparison. Q&A. Comparatively, QlikView is faster in this case. Embedded BI Report + Qlik Sense (24) + QlikView (9) + Looker (3) + Zoho Analytics (11) + TIBCO Jaspersoft (8) + ThoughtSpotMicroStrategy vs Tableau: which is better? Base your decision on 71 verified in-depth peer reviews and ratings, pros & cons, pricing, support and more. A enterprise data warehouse and MicroStrategy's Visual Insight is a better method. Cognos provides payment options on Quote based payments. Tableau in 2022 by cost, reviews, features, integrations, and moreMicroStrategy vs Tableau: which is better? Base your decision on 72 verified in-depth peer reviews and ratings, pros & cons, pricing, support and more. New features include data import, reusable dashboard and mobile apps, expanded mapping capability, and more Mobile enhancements. Comparisons. Comparisons. A enterprise data warehouse and MicroStrategy's Visual Insight is a better method. Tableau is a data visualization tool that helps create appealing charts, reports, and dashboards that are easy to share and interactive. Microstrategy is not enough oriented "Automated insight" : Possibility to auto-generate grid/graph based on the most importants attributs/metrics in a dataset To many actions before having. Data Mining Report + KNIME (17) + Weka (5) + IBM SPSS Modeler (5) + IBM SPSS. Comparisons. MicroStrategy Desktop is a new product aimed at the individual BI user based on its Visual Insight product, competing most directly with the likes of Tableau. 8, while Tableau is rated 8. 0). Data Studio. $ 70. SAS is one of the earliest software providers in. Q&A. Amazon QuickSight is rated 7. Anonymous. SYNOPSIS: Not possible to sort on a metric in a Visual Insight (VI) Bar Graph when the option "left row " is enabled. DataHero vs MicroStrategy vs Tableau comparison. Tableau. 737,867 professionals have used our research since 2012. Logi Analytics vs MicroStrategy vs Tableau comparison. The user interface offers a good deal of options to view your data from different perspectives and at different levels. We performed a comparison between MicroStrategy, Tableau, and XLCubed based on real PeerSpot user reviews. 4, while Tableau is rated 8. MicroStrategy provides out-of-the-box gateways and native drivers that connect to any enterprise resource, including databases, mobile device management (MDM). oriented). Power BI merupakan tools Business Intelligence yang lengkap, memiliki skalabilitas tinggi, dan mudah digunakan untuk membantu Anda mendapatkan insight data yang lebih tajam. Interana vs MicroStrategy vs Tableau comparison. Avora vs MicroStrategy vs Tableau comparison. The platform supports advanced visualizations, including matplotlib, seaborn, plotly and ggplot2. Description: Sisense makes it easy for organizations to reveal business insight from complex data in any size or format. Diver Platform vs MicroStrategy: which is better? Base your decision on 11 verified in-depth peer reviews and ratings, pros & cons, pricing, support and more. 4 MicroStrategy renamed Visual Insight MicroStrategy Dashboard. Looker is part of Google Cloud, whereas Power BI is a product of Microsoft. Many organizations have been fooled into thinking. Know that Looker and Power BI are the BI tools that help to create visual analytics, reports, and insights from organized and unorganized data. On the other hand, the top reviewer of Pentaho Business Analytics writes "Excels in handling unstructured data, helping organizations navigate through different storage. MicroStrategy vs. Q&A. Read full review:Informatica is an extremely good tool with all the features for enterprise data preparation and workflow maintanence. Reviews. Or embed self-service capabilities for users to visualize key drivers or what-if scenarios. A enterprise data warehouse and MicroStrategy's Visual Insight is a better method. 0, while QlikView is rated 8. DOWNLOAD NOW. Tableau only covers visualizations independently for each business user, which then creates the issues of every employee creating their own version of the data, and then you have 20 versions of the truth. Kofax Insight vs MicroStrategy vs Tableau comparison. Pricing. Tableau only covers visualizations independently for each business user, which then creates the issues of every employee creating their own version of the data, and then you have 20 versions of the truth. Usage. The top reviewer of MicroStrategy writes "Good reports, easy to install, and is user-friendly". MicroStrategy is the #8 ranked solution in top Business Intelligence Tools. Executive Summary. Tableau only covers visualizations independently for each business user, which then creates the issues of every employee creating their own version of the data, and then you have 20 versions of the truth. Semantic layer and security capabilities. MicroStrategy is most compared with Microsoft BI, IBM Cognos, SAP BusinessObjects Business Intelligence Platform, Qlik Sense and Oracle OBIEE, whereas Tableau is most compared with Microsoft BI, Amazon QuickSight, Domo, SAS Visual Analytics and Oracle OBIEE. Find out what your peers are saying about Microsoft, Tableau, Amazon and others in BI (Business Intelligence) Tools. SQL Server Reporting Services (SSRS) vs. In conclusion, it might as well be pointed out that while Microstrategy seems to excel in analyzing and standardize reporting in an all-encompassing structure handling. Anonymous. As with Power BI and Azure, if an organization has a heavy AWS footprint, then QuickSight is something that should be considered. 4. Find out what your peers are saying about Microsoft, Tableau, Amazon and others in BI (Business Intelligence) Tools. That said, the addition of Tableau CRM for a list price of up to $150 per user per month means newer functionality and Salesforce integration doesn’t come cheap. Q&A. Tableau has unique graphics options to present data in a meaningful manner. Create your own dashboards in less than ten minutes and without any help from IT. Power BI and Tableau:. MicroStrategy. Compare Information Builders WebFOCUS vs MicroStrategy Analytics. MicroStrategy vs Tableau vs Viewics comparison. On the other hand, the top reviewer of. MicroStrategy is one of the leading business intelligence software that allows users to get some deep insights into the data trend by offering a plethora of analytical capabilities. "Tableau's most valuable features are user-friendliness and have a connection between multiple source systems. A enterprise data warehouse and MicroStrategy's Visual Insight is a better method. A enterprise data warehouse and MicroStrategy's Visual Insight is a better method. 10. MicroStrategy modernized it decade’s old interface by focusing on making the product easier-to-use and more intuitive and self-learning capabilities to use the product. It connects to a variety of data sources for combining disparate data sources without coding. Streamlit vs. Databricks is rated 8. Toucan vs. When creating a map view, Tableau automatically adds the generated Latitude and Longitude fields to the Rows and Columns shelves and places a selected geographic field on Detail on the Marks card. The user interface offers a good deal of options to view your data from different perspectives and at different levels. Tableau using this comparison chart. Microsoft BI is ranked 1st in BI (Business Intelligence) Tools with 89 reviews while MicroStrategy is ranked 8th in BI (Business Intelligence) Tools with 12 reviews. It connects to a variety of data sources for combining disparate data sources without coding. this allows users to perform the in-depth analysis of their data and get the valuable results from their data. It is one of the most popular BI software solutions that allows companies to gather, visualize, and communicate data within their organization. A enterprise data warehouse and MicroStrategy's Visual Insight is a better method. Solid BI & Visualization Tool - for Insight Analysis & Enterprise Reporting. Board vs MicroStrategy: which is better? Base your decision on 13 verified in-depth peer reviews and ratings, pros & cons, pricing, support and more. Pricing. There is the PL-300: Microsoft Power BI Data Analyst exam, which cost $165. MicroStrategy Mobile™ enables organizations to rapidly build custom business applications that deliver analytics combined with transactions, multimedia, and custom workflows to mobile devices. By utilizing visualization technology, you are allowed to create awesome dashboards full of stunning visual effects in Tableau. MicroStrategy ONE empowers companies worldwide to. Tableau only covers visualizations independently for each business user, which then creates the issues of every employee creating their own version of the data, and then you have 20 versions of the truth. World 2023 Webinar Start building with MicroStrategy to deliver exceptional product experiences Request a demo MicroStrategy One vs. Find out what your peers are saying about Microsoft, Tableau, Amazon and others in BI (Business Intelligence) Tools. Number of consultants & teachers ___. KB439582: How to Get the Title of a Grid Visualization in a Visual Insight Dashboard Using MicroStrategy Web SDK 10. Comparisons + Leadspace (0) + Demandbase (0) + Jornaya (0) + Highspot (0) + Lattice Engines (0. this allows users to perform the in-depth analysis of their data and get the valuable results from their data. Pros. Microstrategy in the beginning was behind in visualization but over time the development has improved significantly in many areas. Tableau only covers visualizations independently for each business user, which then creates the issues of every employee creating their own version of the data, and then you have 20 versions of the truth. Find out what your peers are saying about Microsoft, Tableau, Amazon and others in BI (Business Intelligence) Tools. The top reviewer of IBM Cognos writes "Helpful online community. Pricing. Salesforce Einstein Analytics is ranked 10th in BI (Business Intelligence) Tools with 13 reviews while Tableau is ranked 2nd in BI (Business Intelligence) Tools with 48 reviews. Plus, it allows your business analysts to publish companywide. Try Tableau for free. Updated: February 2023. Tableau does offer both – on-premises and cloud-based services but not as efficient as Spotfire. Verified User. Pricing. Pros &. MicroStrategy vs SAP Analytics Cloud vs Tableau comparison. Amazon QuickSight is ranked 3rd in BI (Business Intelligence) Tools with 16 reviews while Tableau is ranked 2nd in BI (Business Intelligence) Tools with 49 reviews. MicroStrategy Analytics is a built in component if you have enterprise BI platform; it exists as a desktop standalone version that can be downloaded and used separately (it is a free tool so far). A enterprise data warehouse and MicroStrategy's Visual Insight is a better method. To learn more, read our detailed BI (Business Intelligence) Tools Report (Updated: October 2023). Tableau has a rating of 4. Most business users prefer Tableau over PowerBI but IT tends to prefer PowerBI (which is more I. 2. The top reviewer of Informatica PowerCenter writes "Stable, provides good support, and integrating it with other systems is very fast, but its pricing is expensive". Q&A. Tableau integrates well with various data sources. MicroStrategy 9 Release 3 lets you explore your data in compelling reports and dashboards via iPhone, iPad, BlackBerry, Web, and more. Tableau vs Microstrategy. MSTR provides great visual representations. Visual Analytics Widgets Data Visualization Features. Compare MicroStrategy Analytics vs Sisense. Find out what your peers are saying about Microsoft, Tableau, Oracle and others in Reporting. 2. Industry: Finance (non-banking) Industry. Pros & Cons. See this. DOWNLOAD NOW. Description: Tableau offers an expansive. Amazon QuickSight is ranked 3rd in BI (Business Intelligence) Tools with 15 reviews while MicroStrategy is ranked 8th in BI (Business Intelligence) Tools with 12 reviews. It allows exploration of data via intuitive means such as drag-and-drop filtering and natural language. To learn more, read our detailed BI (Business Intelligence) Tools Report (Updated: October 2023). Tableau using this comparison chart. Tableau. PowerBI is the same type of tool with very similar features. Knowledge Base: How to create a metric to calculate the difference for a same metric but two different attribute elements in MicroStrategy Visual Insight? Knowledge Base: How to create a Derived Transformation Metric using the MicroStrategy Java Web SDK 9. MicroStrategy Analytics is a built in component if you have enterprise BI platform; it exists as a desktop standalone version that can be downloaded and used separately (it is a free tool so far). Reviews. This is an important prescriptive tactic that helps explain your insights and. Incentivized.