---
title: Infor Birst Reviews
meta_title: 'Infor Birst Reviews 2026: Details, Pricing, & Features | G2'
meta_description: Filter 100 reviews by the users' company size, role or industry
  to find out how Infor Birst works for a business like yours.
aggregate_rating:
  rating_value: 4.0
  review_count: 100
  scale: '5'
date_modified: '2026-06-21'
parent_category:
  name: Analytics Tools & Software
  url: https://www.g2.com/categories/analytics-tools-software
---

# Infor Birst Reviews
**Vendor:** Infor  
**Category:** [Analytics Platforms](https://www.g2.com/categories/analytics-platforms)  
**Average Rating:** 4.0/5.0  
**Total Reviews:** 100
## About Infor Birst
Birst is a native cloud business intelligence (BI) and business analytics platform that helps organizations understand and optimize complex processes in less time than traditional BI solutions. Built with patented automation and machine learning technologies, Birst’s Data-as-a-Service approach connects teams and applications across the enterprise via a trusted network of analytics and insights to inform smarter decisions. This unique approach helps leading organizations leverage all their siloed and diverse data sources and extract insights to improve workforce productivity, asset optimization, process efficiencies, and customer satisfaction—often in 90 days or less.




## Infor Birst Reviews
  ### 1. Birst BI Capabilities are better then its competitors

**Rating:** 4.5/5.0 stars

**Reviewed by:** Sumer S. | BI Manager, Enterprise (> 1000 emp.)

**Reviewed Date:** July 03, 2023

**What do you like best about Infor Birst?**

Birst have the following capabilities:
1. Better processing and infrastructure capabilities 
2. Custom Measures/Attributes creation are much user friendly as compared to other tools.
3. User friendly Report design tools.
3. Better APIs option to check any data.

**What do you dislike about Infor Birst?**

Following things can be improved:
1. UI designs can be improved further to simplify in understanding.
2. Most of the things can brought up to one page instead of multiple pages. Like Space properties options.
3. More BQL functions can be added to simplify the complex BQL further.

**What problems is Infor Birst solving and how is that benefiting you?**

We are able to utilise Birst for our complete BI reporting requirements for our data. We are keep enhancing our usage in Birst.
With new features and capabilities we are able to use it more for our company.

  ### 2. Excellent Business Intelligence Tool

**Rating:** 5.0/5.0 stars

**Reviewed by:** Sakshi J. | Sales Coordinator, Hospitality, Enterprise (> 1000 emp.)

**Reviewed Date:** May 30, 2023

**What do you like best about Infor Birst?**

Birst is not such a complex business intelligence tool. The outlook of the tool is straightforward and basic. The features are basic, easy to understand and use. The integration of CRMs is quite seamless. The Dashboards are very impressive.

**What do you dislike about Infor Birst?**

Birst works slowly sometimes while exporting extensive data.

**What problems is Infor Birst solving and how is that benefiting you?**

We use it every day to see the performances and contributions of the team members, accounts and hotels. Customisation of the desired reports is very impressive. The most fantastic feature is that it offers excellent dashboards of the data and provides BAR, Graphs, Trend Charts and Pie charts. The data can be exported in Excel spreadsheets as well as PDF files. It simplifies the daily tasks hence improvise the team productivity.

  ### 3. Business Intelligence Strong Reliable Trustable (BIRST)

**Rating:** 3.5/5.0 stars

**Reviewed by:** Kulasekhar (Kul) K. | Senior Manager & Head - Sales Operations, Mid-Market (51-1000 emp.)

**Reviewed Date:** July 03, 2023

**What do you like best about Infor Birst?**

1) Easy to use, navigate and very self-explanatory
2) Changes can be made at backend very easilty
3) Ability to handle large data sets
4) Deep-diving abilities are very useful if the User/Admin/Developer are well trained with the Tool

**What do you dislike about Infor Birst?**

1) Slowness of loading the reports while rendering & filtering the reports.
2) Time consumed to refresh the reports with the changes made at the backend.
3) Graphics/Looks/Viewability can be made more appealing and visually attractive.

**What problems is Infor Birst solving and how is that benefiting you?**

Graphical Data Representation
Filtering & Rendering of Data
Custom Views & Multiple Widgets in a single dashboard
Handling large sets of Data & Connections and fields

  ### 4. Great Network work BI in cloud as well as on premises

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Electrical/Electronic Manufacturing | Mid-Market (51-1000 emp.)

**Reviewed Date:** July 03, 2021

**What do you like best about Infor Birst?**

I can say the data modeling is very easy in Infor Birst. We can configure data source very easily

**What do you dislike about Infor Birst?**

Difficult to build custom charts and visualization

**Recommendations to others considering Infor Birst:**

Use infor Birst to make your insights and analysis in the cloud enviornment

**What problems is Infor Birst solving and how is that benefiting you?**

Currently I am using infor Birst with M3 data where I am able to find insights around sales nad procurement

  ### 5. Infor Birst Reporting tool

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Logistics and Supply Chain | Mid-Market (51-1000 emp.)

**Reviewed Date:** May 17, 2023

**What do you like best about Infor Birst?**

It is one of the best AI-based data visualization and modelling tools currently used in Infor CloudSuite WMS and other Infor Tools.

**What do you dislike about Infor Birst?**

Sometimes the reports are very limited and customization is not possible.

**What problems is Infor Birst solving and how is that benefiting you?**

We are Infor WMS cloud suite implementaion partners and have been using Infor Birst to deliver reports for the wms transactions.One pf the best tool with intuitive UI and user friendly.

  ### 6. One of the best business intelligence based options out there. Recommended!

**Rating:** 4.5/5.0 stars

**Reviewed by:** Miroslav L. | Front End Developer, Mid-Market (51-1000 emp.)

**Reviewed Date:** August 02, 2022

**What do you like best about Infor Birst?**

There are many things I like about Infor Birst and among them is the way it integrates with data from multiple sources and refers us to make one or several representations of it through visualization dashboards for better understanding and less cumbersome analysis. On the other hand, it is intuitive, has a good support team and its reporting tool is a highlight of the software. 

**What do you dislike about Infor Birst?**

It has a learning curve that is steep at first, but as you use it, the technique gets better and everything becomes easier.

**What problems is Infor Birst solving and how is that benefiting you?**

When we talk about visualization and accurate data analysis, we talk about Infor Birst. In my organization it has served to organize our business ideas around the data we already have, this data comes from different sources and the way in which this application integrates them is really incredible.

  ### 7. BI analysis, reporting and distribution that clarifies opportunities

**Rating:** 5.0/5.0 stars

**Reviewed by:** Lisa R. | Office Coordinator, Mid-Market (51-1000 emp.)

**Reviewed Date:** July 05, 2022

**What do you like best about Infor Birst?**

Birst is being used within my organization for BI visualization and distribution. Birst has great intuitiveness in its user interface and makes it easy to integrate with data. Birst's dashboards are excellent for displaying data and it has global filters. Its analytical capabilities are exceptional, as is its reporting and information distribution functionality. Their customer service is top notch, excellent all around.

**What do you dislike about Infor Birst?**

I think they should add more graphing and charting options, it is still limited in that aspect; on the other hand, some functions are complex and represent a challenge for the user.

**Recommendations to others considering Infor Birst:**

It is a highly intuitive and effective product when we talk about using business intelligence to analyze data around better decision making and overall monitoring of your business; it guarantees stability and growth.

**What problems is Infor Birst solving and how is that benefiting you?**

It is very easy to use, interactive and has very good customer service. Functionally it has helped us to compile data from different types and different sources and represent it in highly customizable dashboards and reports to have a 360-degree view of our business. Birst has come to simplify everything in Business Intelligence.

  ### 8. Data Analytics at a glance

**Rating:** 3.0/5.0 stars

**Reviewed by:** Adam E. | Senior Advisor, Business Finance Application Support, Enterprise (> 1000 emp.)

**Reviewed Date:** February 23, 2023

**What do you like best about Infor Birst?**

I like how much data and information is present

**What do you dislike about Infor Birst?**

The graphics themselves can be upgraded to look better

**What problems is Infor Birst solving and how is that benefiting you?**

Helps us solve our data anlaytics issues by gathering information in one place

  ### 9. Great

**Rating:** 5.0/5.0 stars

**Reviewed by:** Hemanta P. | Freelance Copywriter, Small-Business (50 or fewer emp.)

**Reviewed Date:** September 15, 2021

**What do you like best about Infor Birst?**

Birst uses what it calls “intelligent unification technologies” that map and model data from multiple sources. So whether the data lives in cloud applications, transactional systems, data lakes, or elsewhere, it’s all captured in one consistent view. 

For example, imagine working with a dozen data sources, each of which has its own definition of “company.” Birst makes it easy to unify these data sources so that they’re all speaking the same language and use the same definition for “company.” To paraphrase Google’s Hal Varian, “Data is like oil—it must be refined before it can be used.”

My organization needed a solution that provided both core enterprise reporting capabilities and the data visualization/exploration of a BI tool - all wrapped in a model that allows us to embed both BI assets and creation tools within our web applications. Birst was able to provide just that solution and has been a solid partner. The Birst professional services team was able to get a vanilla implementation up and running for us very quickly, and has been helpful as we've tackled more complex embedding work (crafting an abstraction layer, surfacing the Birst toolset, etc.). Having the combined reporting and BI engines has been key for our users, and we've received positive feedback on ease-of-use for both interactive embedded visualizations and the Birst authoring tools. Because we've OEMed the solution into our products, our non-standard implementation has made interactions with Support challenging at times - our CSMs have always been a huge help.

The breadth of solution provided by Birst is a big plus for us - it's a true full-stack offering. The strength of that solution has allowed us to provide a fully cloud-based, embedded set of BI tools within our applications. While there's always a learning curve for BI tools, our users have liked that the Birst authoring tools are relatively intuitive and easy for them to adopt.

**What do you dislike about Infor Birst?**

I don't dislike Infor Birst. Birst’s fundamental BI capability is multi-tenancy. This allows the creation of virtual (not physical) BI tenants that relate to one another. Traditionally, organizations depend on physical replication of BI infrastructure, making the process time-consuming and costly. 

But Birst allows different groups—such as marketing, sales, finance, and more—to use their virtual copies of the data and blend that with their local data to deliver quality results. Say hello to improved consistency and more inter-team collaboration.

**Recommendations to others considering Infor Birst:**

Birst allows everyone in the organization to access data quickly and easily thanks to an enhanced user experience (UX) that supports different styles of analytics. Whether you need highly interactive and responsive dashboards or embedded predictive tools, Birst has everything you need to create an adaptive interface, one that allows users to easily interact with business data to make smarter decisions. Even better, you can make decisions more confidently knowing that the data is accurate.

**What problems is Infor Birst solving and how is that benefiting you?**

Birst’s native cloud architecture saves organizations money with a lower total cost of ownership and faster deployments. It also comes with completely open integration so that you can implement it within your IT environment. With Birst, you never need to worry about upgrades. Everything is centrally managed through one single, multi-tenant SaaS infrastructure.

My organization needed a solution that provided both core enterprise reporting capabilities and the data visualization/exploration of a BI tool - all wrapped in a model that allows us to embed both BI assets and creation tools within our web applications. Birst was able to provide just that solution and has been a solid partner. The Birst professional services team was able to get a vanilla implementation up and running for us very quickly, and has been helpful as we've tackled more complex embedding work (crafting an abstraction layer, surfacing the Birst toolset, etc.). Having the combined reporting and BI engines has been key for our users, and we've received positive feedback on ease-of-use for both interactive embedded visualizations and the Birst authoring tools. Because we've OEMed the solution into our products, our non-standard implementation has made interactions with Support challenging at times - our CSMs have always been a huge help.

  ### 10. Infor-Birst  - A Versatile Tool for Data Analytics

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Airlines/Aviation | Mid-Market (51-1000 emp.)

**Reviewed Date:** July 24, 2020

**What do you like best about Infor Birst?**

Building Data mart/Data Warehouse takes months and years in typical BI environment. However with Infor-Birst turnaround time is in days and weeks. The ADR feature of product is very unique.
It supports both Pixel Perfect and Ad-hoc reporting which very few tools do.
Ease of use and availability on both Cloud and on Premises.
Embedded Analytics
Network BI

**What do you dislike about Infor Birst?**

User Interface and reporting features are limited
Learning to adapt

**Recommendations to others considering Infor Birst:**

Consider when you need a total BI solution ( ETL,Datwarehouse,Analytics) with low TCO(total cost of ownership)

**What problems is Infor Birst solving and how is that benefiting you?**

We are replacing thousands of pixel perfect reports with standard dashboards and  reports. Also we have enabled end users to do Ad-hoc (Self-BI) analytics without having to understand the underlying database.
Customers subscribe for this product without having an own an IT department and can still perform analysis on their data which in-turn reduced the total cost of ownership

  ### 11. Worked on Birst platform for data science project based on UK Market.

**Rating:** 3.5/5.0 stars

**Reviewed by:** Verified User in Marketing and Advertising | Mid-Market (51-1000 emp.)

**Reviewed Date:** August 05, 2021

**What do you like best about Infor Birst?**

Birst is our endeavor wide BI perception and dissemination stage.Right now we can report and convey marketing projections to singular record chiefs just as give deals the executives sees across just as income and client across our B2C business lines too. It tackles for detailing mechanization and some representation just as dispersion. 

Advantages and disadvantages 

For end clients, Birst has a cordial UI that permits them to normally collaborate with revealing information by means of internet browser. 

For appropriately displayed information, the visualizer device makes it simple do assemble speedy perceptions. 

Surfacing information on dashboards with worldwide channels permits clients the adaptability to see various measurements with a similar focal point.

**What do you dislike about Infor Birst?**

Information displaying is really difficult for both fledgling and experienced information engineers. The ETL devices are deficient to meet even 1/2 of our requirements, and thus we have a different stage for information warehousing and utilize the back finish of Birst exclusively for information investigation projects. 

There are incidentally delays in the UI when applying channels that regularly lead clients to feel that something is broken when indeed they simply need to trust that the UI will change, even to tell them that it's actually refreshing.

**What problems is Infor Birst solving and how is that benefiting you?**

Client assistance, while it has improved, is as yet helpless comparative with different merchants that we work with. I regularly feel that both our CSM and our help professionals are guarded and attempt to push the obligation regarding problematic encounters back on us, and keeping in mind that it now and again *is* the case that it is an issue on our end, all the more frequently it isn't and in any event, when it is we shouldn't FEEL like that. None of our different merchants adopt this strategy, and in any event, when the issue is on our end, they support us overcoming it in a significantly less guarded manner.

  ### 12. SWOT analysis of Infor BIRST

**Rating:** 3.5/5.0 stars

**Reviewed by:** Verified User in Human Resources | Enterprise (> 1000 emp.)

**Reviewed Date:** July 11, 2021

**What do you like best about Infor Birst?**

•	A complete Cloud Based Central BI solution
•	Highly Scalable & High-performance Analytics 
•	Single tool for Enterprise reporting (which can manage ETL & BI Reporting in one tool)-excellent choice 
•	Robust and exceptional Security feautures with superb Access Conrol & Security customization
•	BI Analytics tool with a tight integration with Infor ERP Solutions(awesome for Infor stacks )
•	BI Standard Reporting & Fixed-Pixel reporting
•	Enterprise level adoption if customer size is medium or large
•	Excellent data governance & data modeling capabilities for adoption across business segments
•	Highly recommended tool to move to the Multitenant cloud

**What do you dislike about Infor Birst?**

•	Not an optimal BI option for high degree of Ad-hoc Reporting & Dashboarding 
•	MVP setup is time-taking (Subscription based)
•	Subscription cost is very high.
•	Quotation-based pricing model (No WYUWHP)
•	Development time is comparatively higher (as modeling is involved)
•	Steep Learning Curve and user adoption is very slow (usually 6month for any new roll-out) 
•	Customer and Community Support (Close-community, not available on simple search)
•	Limited Talent Pool 
•	Not the first choice for On-Prem choice
•	Not a very good choice for small customer size
•	It works great when you move the data inside Birst, but there are limitations for Live environments

**Recommendations to others considering Infor Birst:**

if you are lookin for  Cloud Based Central BI solution where Security is your Focus (Access Con troll & Security) and you need an Scalable & High-performance Analytics single tool for Enterprise reporting (ETL+BI Reporting in one tool), which have good governance facility and you primarility using  Standard BI Reporting & Fixed-Pixel reporting, go for it with a technology vision of atleast next 5-10 year ensuring no frequesnt technology decision in your organisation.

**What problems is Infor Birst solving and how is that benefiting you?**

Enterprise wide HR solution
Excellent for customised security control and Org Structure

  ### 13. Complete and detailed analysis system, very complete !!!

**Rating:** 4.5/5.0 stars

**Reviewed by:** Carlos C. | Business Specialist, Small-Business (50 or fewer emp.)

**Reviewed Date:** December 15, 2020

**What do you like best about Infor Birst?**

It is the p Advanced analytics and business intelligence software platform with which we have obtained better results and managed to optimize our workflow. Its Analytics with advanced business information has facilitated many processes within the organization. Its implementation in the cloud has facilitated quick access, for its part has allowed us to understand and optimize complex processes in less time than it would take with traditional solutions that are currently on the market. It is designed with proprietary automation and machine learning technologies, providing the ability to connect teams and applications across the enterprise through a trusted network of analytics and information.

**What do you dislike about Infor Birst?**

It has a somewhat high knowledge curve which is necessary to maintain and grow all the company's income, which without having advanced knowledge or at least significant experience in terms of the use of platforms of this type previously It would be a truly complicated process and the management of the platform and its development would become complex, however, it is an aspect that is in favor of the benefits of all the personnel, since in this way we are more prepared and trained.

**Recommendations to others considering Infor Birst:**

All companies that start to implement this software obtain an impeccable user experience using a modern and multi-user cloud architecture, creating a set of interlocking analysis and BI instances that share a common data fabric, as well as facilitating access and even provides the possibility of obtaining accessible information from any device, being able to visualizer the entire data and analytics ecosystem, allowing a complete BI transformation. With the implementation of networked Business Intelligence, the various data flows can be managed in both directions.

**What problems is Infor Birst solving and how is that benefiting you?**

By using it you can obtain a comprehensive view of the business in order to make smarter decisions, it is truly a unique approach that helps us improve profitability in a very remarkable way and therefore reduce costs, increase income and transform the way we do business, managing to close deals generally in 90 days or less. We implement a semantic layer that makes us more agile in the market, in turn we achieve that all employees have the ability to generate income with the data.

  ### 14. Created a proof of concept for a banking firm.

**Rating:** 5.0/5.0 stars

**Reviewed by:** Prashasti M. | Bi and data analytics engineer, Small-Business (50 or fewer emp.)

**Reviewed Date:** July 07, 2021

**What do you like best about Infor Birst?**

Data modelling quite close to etl tools.

**What do you dislike about Infor Birst?**

It used  to crash at times when working with large data. Data modelling used to get slow and at times I had to restart everything just to filter out the rows.

**Recommendations to others considering Infor Birst:**

Go ahead with birst if you are looking for an inexpensive BI tool with top notch visualization.

**What problems is Infor Birst solving and how is that benefiting you?**

Worked for a banking firm, Birst helped in creating dashboards and visualization which our client liked very much.

  ### 15. Self Service Reports at your finger tips.

**Rating:** 3.5/5.0 stars

**Reviewed by:** Sreenivasarao K. | Engineering Manager, Mid-Market (51-1000 emp.)

**Reviewed Date:** August 17, 2021

**What do you like best about Infor Birst?**

The flexbility and the options that we have in Birst are awesome. the APIs are easy integrated for our purpose without much issues.

**What do you dislike about Infor Birst?**

sometimes debugging the issues for performance is tricky

**What problems is Infor Birst solving and how is that benefiting you?**

Self-service reports, give a lot of flexibility for the business owners and we attracted a lot of clients showing the power.

  ### 16. Very easy to use & helpful

**Rating:** 3.5/5.0 stars

**Reviewed by:** Verified User in Food & Beverages | Mid-Market (51-1000 emp.)

**Reviewed Date:** November 09, 2021

**What do you like best about Infor Birst?**

PO creating,Receiving & DO making,Receiving,Coustmer order Making etc

**What do you dislike about Infor Birst?**

In PPS300 when we receiving the stock there lot size numbers showing very short in balance identity.

**What problems is Infor Birst solving and how is that benefiting you?**

Shipment stock recording
Internal stock transfer
Customer orders making
Easily record the account balance or transaction.

  ### 17. A gem tool for decentralized users!

**Rating:** 4.0/5.0 stars

**Reviewed by:** Abubakkar H. | D, Small-Business (50 or fewer emp.)

**Reviewed Date:** July 04, 2021

**What do you like best about Infor Birst?**

Monetization of data is helpful for data content creators.

**What do you dislike about Infor Birst?**

It is not well equipped for data science students, college students or anyone in academia.

**Recommendations to others considering Infor Birst:**

Consider adding features for academia professionals with great interest in data.

**What problems is Infor Birst solving and how is that benefiting you?**

Visualization of raw data with unknown kpi is fun! Because once loaded and set, it gets easier to determine useful kpi.

  ### 18. Product side improving lot recently but very limited learning portals

**Rating:** 3.0/5.0 stars

**Reviewed by:** Verified User in Hospital & Health Care | Mid-Market (51-1000 emp.)

**Reviewed Date:** March 22, 2021

**What do you like best about Infor Birst?**

I liked self-service features, creating quick charts using Visualizer with help auto sugest options, and ease of dashboarding options.

Rich visualizations templates & required rendering options,

A search of attributes option helped us to build the right chart using the right metric.

**What do you dislike about Infor Birst?**

BQL scripting & slow performance & deployment process & scalability (Space are inactive or stuck) , & support Team (some times).

**Recommendations to others considering Infor Birst:**

If Users or organizations wanted to build self-service, I probably suggesting Birst Tools.

**What problems is Infor Birst solving and how is that benefiting you?**

Mostly technical problems & learned new things like data modeling  & BQL scripts & understanding new features and workflows

  ### 19. critical analysis

**Rating:** 3.0/5.0 stars

**Reviewed by:** Sundar H. | Senior Process Executive, Small-Business (50 or fewer emp.)

**Reviewed Date:** July 01, 2021

**What do you like best about Infor Birst?**

Reducing spread sheet work and differnt from traditional BI

**What do you dislike about Infor Birst?**

different for traditional so we need more analytical exprince to handle this

**What problems is Infor Birst solving and how is that benefiting you?**

since i am a new to data analytis i have face  begniner kind of problems need to work with more analytical problem in infor

  ### 20. Vigneshwaran Review

**Rating:** 4.0/5.0 stars

**Reviewed by:** Vigneshwaran B. | Project Manager, Enterprise (> 1000 emp.)

**Reviewed Date:** July 17, 2021

**What do you like best about Infor Birst?**

Way of reaching the peoples and reaching them via simple

**What do you dislike about Infor Birst?**

Not applicable and not interested to answer this kind of

**Recommendations to others considering Infor Birst:**

good tool to use

**What problems is Infor Birst solving and how is that benefiting you?**

job

  ### 21. Good

**Rating:** 3.5/5.0 stars

**Reviewed by:** Verified User in Primary/Secondary Education | Enterprise (> 1000 emp.)

**Reviewed Date:** July 25, 2021

**What do you like best about Infor Birst?**

Analysis of data is accurate.The use of ai is what amazes me.Also the  way the data insights are presented is awesome

**What do you dislike about Infor Birst?**

Actually it's not popular to someone who is similar to me.Also for a begginer it's needed to be more user friendly

**Recommendations to others considering Infor Birst:**

Look into where user feels more wanted.

**What problems is Infor Birst solving and how is that benefiting you?**

Accurate forecast of data

  ### 22. Good analytics platform to start with data visualization and data modelling

**Rating:** 3.0/5.0 stars

**Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.)

**Reviewed Date:** February 09, 2021

**What do you like best about Infor Birst?**

Very good visualizer section where we can build the reports and also the interactive KPI in which we can write a custom query to get the data which we needed. It has good features like drill-down and drill-across.

**What do you dislike about Infor Birst?**

It is very less responsive when we have a large amount of data and also fewer features as compared to other tools. And also, the dashboard look varies from system to system, it will change according to the resolution of the system.

**What problems is Infor Birst solving and how is that benefiting you?**

I used Infor Birst for developing the reports and dashboards. Overall it is a good analytics platform.

  ### 23. there are some good features in birst which i didnt use in another tool

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Airlines/Aviation | Small-Business (50 or fewer emp.)

**Reviewed Date:** July 16, 2021

**What do you like best about Infor Birst?**

Drill level functionality
filter
models
new designer

**What do you dislike about Infor Birst?**

server error because its claud based and we need to do some patching 
or need to do some clear cache

**Recommendations to others considering Infor Birst:**

nothing much

**What problems is Infor Birst solving and how is that benefiting you?**

easily connected with data model and easily do some functioning

  ### 24. Birst BI&A review

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Financial Services | Small-Business (50 or fewer emp.)

**Reviewed Date:** July 02, 2021

**What do you like best about Infor Birst?**

AI-powered automation which is very much is required in the current market and Birst fulfilled it

**What do you dislike about Infor Birst?**

as far as my experience I dont find a dislike feature

**What problems is Infor Birst solving and how is that benefiting you?**

we had many BI&A solutions which are delivered manually and using birst A_powered automation the issue got resolved

  ### 25. Good Cloud BI Tool

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.)

**Reviewed Date:** July 12, 2020

**What do you like best about Infor Birst?**

Handling the ETL and Report Design at one roof.

**What do you dislike about Infor Birst?**

Visualization look and feel and performance

**What problems is Infor Birst solving and how is that benefiting you?**

Network BI to have the derived DW

  ### 26. Infor Birst Experience

**Rating:** 3.0/5.0 stars

**Reviewed by:** Oliver G. | Director of IT Applications, Enterprise (> 1000 emp.)

**Reviewed Date:** February 17, 2021

**What do you like best about Infor Birst?**

The fact that the system is integrated with valuable ERP data and comes with pre-built dashboards is helpful.

**What do you dislike about Infor Birst?**

When I used the tool it was a rather clunky configuration to actually setup the consistent integration between the Infor CSF platform and Birst itself.

**What problems is Infor Birst solving and how is that benefiting you?**

Visualizing supply utilization and contract pricing variances

  ### 27. Good experience

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Commercial Real Estate | Mid-Market (51-1000 emp.)

**Reviewed Date:** April 16, 2021

**What do you like best about Infor Birst?**

The service provided by you guys is absolutely helpful, and i recommend this to all my friends and colleagues.

**What do you dislike about Infor Birst?**

To be frank, nothing as such. I am happy with the service.

**What problems is Infor Birst solving and how is that benefiting you?**

I used your Marketing services and other Business Services; unfortunately, I cannot explain in detail due to data business confidentiality. But, it was up to the expectations.

  ### 28. Superb and easy to go over cloud

**Rating:** 4.5/5.0 stars

**Reviewed by:** Narendra P. | Technology Analyst, Enterprise (> 1000 emp.)

**Reviewed Date:** February 10, 2021

**What do you like best about Infor Birst?**

The concept of changing the BI and the report

**What do you dislike about Infor Birst?**

It should have focused on one area..it's too wast and take consider time

**What problems is Infor Birst solving and how is that benefiting you?**

Business requirements where you need to share the report with huge no of persons around the globe with dynamic filter and customised

  ### 29. Pleasant experience

**Rating:** 4.5/5.0 stars

**Reviewed by:** Krishna D. | Business Intelligence Specialist, Mid-Market (51-1000 emp.)

**Reviewed Date:** February 13, 2021

**What do you like best about Infor Birst?**

Easy to use, user friendly, excellent customer support makes me more than happy

**What do you dislike about Infor Birst?**

Nothing specifically during this time. As I mentioned, i am quite happy with this.

**What problems is Infor Birst solving and how is that benefiting you?**

Used to analyze the sale

  ### 30. It was great experience using is a web-based networked BI and analytics solution to insights

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Supermarkets | Mid-Market (51-1000 emp.)

**Reviewed Date:** April 12, 2021

**What do you like best about Infor Birst?**

Analytical Views and KPI's and broadcast

**What do you dislike about Infor Birst?**

Nothing so far i liked everything, i liked

**What problems is Infor Birst solving and how is that benefiting you?**

I realize the issue triggering to my data and able to rectify it

  ### 31. Working with Birst 7.X

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Logistics and Supply Chain | Mid-Market (51-1000 emp.)

**Reviewed Date:** March 05, 2020

**What do you like best about Infor Birst?**

Birst is installed with many default functions, such as automated Year to Month to Week to Day calculations, trend charting and data modeling. Nice way to get things going quickly for any size project. The Visualizer built tool recently underwent a rewrite and is very flexible; more so than in the past. 

Building out our data model is presented in a nice visual. Easy to use and manage. 

Birst has added a new tool designed for power business users. It is ideal for department level data analytics. The tool allows for internal Data Lake tables ro be assigned for use to a power user in conjunction with external data sources. The UI is easy to use if the power user understands linking table and provides  access to the Visualizer tool for report creation. 

The Visualizer tool provides is comparable to most other BI tools. It does allow for custom coding within a Dashlet (object on a Dashboard). It also allows for use of D3 objects is we are trying to deliver an exciting visual for Marketing or Sales.

The Notification function is used extensively by our user base. Many times the users want a report or visual in email; and Birst has robust notification system.

Standard functions for authentication are easy to integrate.

Support is extremely responsive and knowledgeable. One of the best support outfits we've worked with.

**What do you dislike about Infor Birst?**

Birst's presentation layer can be slow if you are displaying a considerable amount of data or are using multiple languages. The new version has address most of this with the redesign of the back-end.

Visualizer is not a pixel perfect report writer, but has been moving in this direction for more than a year. The promise is we will have this by Q4, 2020.

Another work in process is dynamic presentation regardless of display size. This has gotten better, but (again)  we have been promised a responsive design by the end of the year.

**Recommendations to others considering Infor Birst:**

We use the appliance version because it provides more flexibility. I'd recommend you look into this.

**What problems is Infor Birst solving and how is that benefiting you?**

We deliver internal reporting to Marketing and Sales on customer product usage for use by both Hunters and Farmers.

Most importantly we provide five separate BI applications based on each of our product lines providing BI insight into product usage. Compared to the old data table information our new visuals with Drill Downs to the underlying data allow our customer to easily identify critical points which could not be seen in a data table.

  ### 32. Birst is a good: reliable, flexible BI platform, which easily can be the single source of truth ..

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Telecommunications | Mid-Market (51-1000 emp.)

**Reviewed Date:** July 31, 2020

**What do you like best about Infor Birst?**

It's stable and reliable, can handle huge volumes of data with incremental data upload. It looks pretty simple and friendly for report consumers, no matter how complex the data model behind the scene. It's getting better and better with every new release.

**What do you dislike about Infor Birst?**

I don't like the situation when something got broken because of 3rd parties tools and it takes ages to fix it. E.g. excel attachments come broken in  Birst notification because Mimecast checks and 'fixes' them. It happened only with Birst attachments. For 2 months we cannot use Birst reports in Excel format. I don't see why in the situation like this Birst engineering cannot talk to Mimecast specialists to fix the issue. Fortunately, problems like this happen not very often.

**What problems is Infor Birst solving and how is that benefiting you?**

It's mostly operational reports - daily/monthly/yearly progress, KPIs monitoring; resources utilisation, the volume of work monitoring; quality of work; the cost of work; asset management;  Birst helps our staff to get information much faster, especially when reports include a lot of calculations. It makes the process of communication with subcontractors and clients more transparent. It also gives managers a tool to measure staff productivity - from data stored in other business systems.

  ### 33. Good Tool for Analytical Needs

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.)

**Reviewed Date:** July 27, 2020

**What do you like best about Infor Birst?**

My company has been using Birst for a little over a year now and we really find their ETL, warehouse integration and reporting features very useful and compatible to a lot of the other tools we are working with. The dashboard functionalities are very helpful to not only our clients but our company as well. The import and mapping functionality has a bit of a learning curve compared to other products, but works very well once fully understood!

**What do you dislike about Infor Birst?**

During our time using the tool, we have noticed that the time to process the data is rather inconsistent. Sometimes it is quick and sometimes it takes almost a full day. I also think better user guides and training documentation could be helpful for admins and end users while first getting started. There is a learning curve that for users not familiar with the functionality may have a hard time getting off the ground.

**What problems is Infor Birst solving and how is that benefiting you?**

Data integration and analytics for our customers

  ### 34. There is better out there

**Rating:** 1.0/5.0 stars

**Reviewed by:** Verified User in Consumer Goods | Enterprise (> 1000 emp.)

**Reviewed Date:** July 14, 2020

**What do you like best about Infor Birst?**

It is an ok tool for very simple visualizations and calculations. The opening speed of visualizations is very good. That's maybe the only one thing I liked about it.

**What do you dislike about Infor Birst?**

I worked with Birst more than two years in total. The journey was full with advanced BI development items that the Birst tool was not able to do. The back-end of the tool was very heavy, complicated and required long reloading time to get things fixed. The tool lacked dynamic and on-the-fly aggregation features. The tool often gave error messages without any guidance on how to move forward. Birst support was not helpful. Instead of fixing a bug in the software, once they offered me to live with a workaround. I could continue with this list of issues with Birst... 
Overall, working with Birst gives a completely opposite experience as working with a few other BI tools which can handle any advance needs essentially error-free in a simple and clean way.

**What problems is Infor Birst solving and how is that benefiting you?**

Nothing anymore since a few months ago. We solved problems by not using Birst anymore. I am completely happy with the BI tool that we selected instead of Birst though.

  ### 35. One stop destination for data modelling and building interactive dashboards.

**Rating:** 3.5/5.0 stars

**Reviewed by:** Allen A. | Mid-Market (51-1000 emp.)

**Reviewed Date:** July 21, 2020

**What do you like best about Infor Birst?**

-The Visualizer is brilliant in creating spectacular and innovative dashlets if explored properly
-Embedding dashboards on a webpage with inbuilt security is a great feature.
-The Think Tank Community is a great forum to share ideas and get answers.

**What do you dislike about Infor Birst?**

-The tool is relatively slow in terms of turn around time when compared to other BI tools in the market however later versions are much better than the previous versions

**What problems is Infor Birst solving and how is that benefiting you?**

-We were successfully able to build an advanced user interface by replicating it on dashboard 2.0
-It is really easy to come up with BQL Expressions

  ### 36. Easy to implement but the learning curve is long.

**Rating:** 4.5/5.0 stars

**Reviewed by:** Brody N H. | Information Technology Specialist, Enterprise (> 1000 emp.)

**Reviewed Date:** March 20, 2020

**What do you like best about Infor Birst?**

Capable of configuring dashboards with strong KPIs that are really descriptive. The subscriptions are also perfect instruments to use while displaying reporting instruments. This comes as a PDF and can also be exported as csv files in individual papers.

**What do you dislike about Infor Birst?**

At first the product is very complex, but it's natural because it has some overwhelming functions. Often the user interface is often interrupted when filters are added that also leads users to assume that it is really bad, just wait a few seconds and that's it. There is often inadequate data to create queries or to find classified answers.

**Recommendations to others considering Infor Birst:**

Look at the price and if it's worth it, another product may have a much easier learning curve. It's basically a really useful tool. This can connect to a number of data sources and has options for reliable operations.

**What problems is Infor Birst solving and how is that benefiting you?**

Sales numbers can be recorded and circulated to individual account managers and Sales management opinions can be received. We are pleased to be able to carry out an ad-based campaign number cost-benefit study. It is an organizationally very flexible program and we actually use it to display details through panels from our website. It's a very practical program.

  ### 37. I've really liked using Birst so far. Really Power and flexible

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.)

**Reviewed Date:** August 03, 2020

**What do you like best about Infor Birst?**

Birst offers its users a lot of power and flexibility. I've made 100+ reports in Birst so far. I've made many many ETL changed as well. And I occasionally discover something new. With the new UI available now and Birst shifting entirely from flash by December 2020, this just adds to the experience

**What do you dislike about Infor Birst?**

The lack of option to import custom charts and visualisations. Like that of powerbi

**Recommendations to others considering Infor Birst:**

Find a senior architect and go for it. It's a powerful tool which works off of cloud and doesn't need any funky installations.

**What problems is Infor Birst solving and how is that benefiting you?**

I used Birst to connect, manipulate, join and present data to the business. The main benefit is having an all in one place solution for ETL and data visualization

  ### 38. Customer

**Rating:** 3.5/5.0 stars

**Reviewed by:** Monica M. | Advisor, Enterprise (> 1000 emp.)

**Reviewed Date:** July 25, 2020

**What do you like best about Infor Birst?**

One integrated platform for full Business intelligence needs 
Easy of pulling data from different sources and drag and drop capabilities to create the logical  analytics layer and end user reports and dashboards are cool

**What do you dislike about Infor Birst?**

Platform stability and performance makes it unreliable to run the business and ongoing unresolved Architecture issues contributing to it is very frustrating

**What problems is Infor Birst solving and how is that benefiting you?**

Birst provides a consistent drag and drop BI solution to complex Infor applications that is very useful to run the business

  ### 39. Birst - The solution to complex analytics

**Rating:** 5.0/5.0 stars

**Reviewed by:** Mahadev B. | Freelance Infor EAM techno functional, Enterprise (> 1000 emp.)

**Reviewed Date:** July 20, 2020

**What do you like best about Infor Birst?**

The individual space creation . different method for size files.connections to databases ,servers and many more legacy system with single tool.enabling single sign on

**What do you dislike about Infor Birst?**

There is different thing forsize based data upload

**Recommendations to others considering Infor Birst:**

Use it with anew version with moduler thing with birst.

**What problems is Infor Birst solving and how is that benefiting you?**

I generally do analytics of complex databases of ERP system like Ln ,M3 and EAM .it's help to build data model in easy way and connection to datalake with OS is good to use

  ### 40. It is a great platform in handling large datasets

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Outsourcing/Offshoring | Small-Business (50 or fewer emp.)

**Reviewed Date:** July 24, 2020

**What do you like best about Infor Birst?**

What I like the best is that you can actually create a report by just uploading an excel document. It doesn't require you to have your own script just to have a report for the users. It also have different type of server connections.

**What do you dislike about Infor Birst?**

What I dislike is that it has a limited size in uploading excel documents

**Recommendations to others considering Infor Birst:**

If you're looking a software that can handle large amount of datasets then this is the right BI Tool for your company

**What problems is Infor Birst solving and how is that benefiting you?**

Actually I don't have any problems with Infor Birst for now. It made me realized that this platform is that best compare to the other BI Tools

  ### 41. Abid Maqsood

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Telecommunications | Enterprise (> 1000 emp.)

**Reviewed Date:** January 18, 2021

**What do you like best about Infor Birst?**

Happy with quality of the products thanks

**What do you dislike about Infor Birst?**

No issue faced yet everything is alright

**Recommendations to others considering Infor Birst:**

Highly recommended

**What problems is Infor Birst solving and how is that benefiting you?**

Thank you

  ### 42. A slow descent of service...

**Rating:** 0.0/5.0 stars

**Reviewed by:** Verified User in Transportation/Trucking/Railroad | Enterprise (> 1000 emp.)

**Reviewed Date:** July 16, 2020

**What do you like best about Infor Birst?**

For what works well, you can really do a lot.

**What do you dislike about Infor Birst?**

Their service is / was (2015-2020 customer) very buggy.  We had bi-monthly calls with them, but there was little progress to show, and no prioritization to correct long-outstanding major functionality that simply didn't work.  
WORSE, they would release code EVEN AFTER we reported major failures while it was in beta.

**What problems is Infor Birst solving and how is that benefiting you?**

We had a customer BI portal (white-labeled).  It initially provided a great environment for customers to visualize business performance.  It had eventually devolved to the point where NO customers objected to us moving to a competitor's platform.

  ### 43. Creating report and data model is easy and quick.

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.)

**Reviewed Date:** July 22, 2020

**What do you like best about Infor Birst?**

Network BI  used to connect to other spaces.

**What do you dislike about Infor Birst?**

Only cloud version is available. Onprem version could be made available

**Recommendations to others considering Infor Birst:**

A good BI tool with Analytics and AI capability. Simple user interface, powerful backend system.

**What problems is Infor Birst solving and how is that benefiting you?**

Dashboards and reports from various sources. This saved time and resources.

  ### 44. INFOR Birst - BI & Analytics

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Electrical/Electronic Manufacturing | Mid-Market (51-1000 emp.)

**Reviewed Date:** August 04, 2020

**What do you like best about Infor Birst?**

INFOR BIRST is a good analytical and BI tool, this tool makes it easier for the IT department and very helpful for analytics.

**What do you dislike about Infor Birst?**

Admin users required extensive training for this product

**Recommendations to others considering Infor Birst:**

Best analytical tools

**What problems is Infor Birst solving and how is that benefiting you?**

Dragging and dropping features - provided the requirements are easy. 
LIVE Data connection.
Dashboard Display for upper management.
API is easy to use and can write scripts to automate common functions

  ### 45. worked with BIRST over 2 years. Its very user friendly with excellent and simplistic UI

**Rating:** 3.5/5.0 stars

**Reviewed by:** Samrat G. | Associate, Enterprise (> 1000 emp.)

**Reviewed Date:** July 09, 2020

**What do you like best about Infor Birst?**

very user friendly with excellent butsimplistic UI

**What do you dislike about Infor Birst?**

performance issues while running heavy ETL jobs in BIRST

**Recommendations to others considering Infor Birst:**

good for small scale projects with easy to use and simple UI

**What problems is Infor Birst solving and how is that benefiting you?**

I have worked as both support resource as well as developer.

  ### 46. It look a minute to get used to it but once I picked it up can't think of switching to anything else

**Rating:** 4.0/5.0 stars

**Reviewed by:** Shreya M. | Digital Marketing Specialist, Mid-Market (51-1000 emp.)

**Reviewed Date:** July 30, 2020

**What do you like best about Infor Birst?**

Complicated reports were easy to extract

**What do you dislike about Infor Birst?**

And change in the reports needed a technical intervention

**What problems is Infor Birst solving and how is that benefiting you?**

We used it for our merchandising records, sales reports etc

  ### 47. Offers very good features but requires enhancements on managing complex data tables

**Rating:** 2.5/5.0 stars

**Reviewed by:** Shankar J. | Project Lead | Global Logistics Finance, Enterprise (> 1000 emp.)

**Reviewed Date:** July 28, 2020

**What do you like best about Infor Birst?**

Multi-user access, Intuitiveness & customization option.

**What do you dislike about Infor Birst?**

performance lag in managing complex data tables

**Recommendations to others considering Infor Birst:**

very intuitive platform enabling insight to details

**What problems is Infor Birst solving and how is that benefiting you?**

The user customization options

  ### 48. It is scalable and rich in every module for deploting BI Solution

**Rating:** 4.0/5.0 stars

**Reviewed by:** Rachit G. | Senior Analyst, Enterprise (> 1000 emp.)

**Reviewed Date:** July 18, 2020

**What do you like best about Infor Birst?**

UI is good and it is user friendly to use

**What do you dislike about Infor Birst?**

Performance is somewhat slow as compared to other BI tools

**What problems is Infor Birst solving and how is that benefiting you?**

Solving deep insights of BI domain for specific clients

  ### 49. Strong tool for data analysis in companies and for customers.

**Rating:** 4.5/5.0 stars

**Reviewed by:** Noelia V. | Brand Strategist, Marketing and Advertising, Small-Business (50 or fewer emp.)

**Reviewed Date:** November 15, 2019

**What do you like best about Infor Birst?**

Birst has been a fundamental tool for me, due to the fact that it allows me to create visualizations very easily. Also I can connect from many data sources without any mishap. The support is something that I emphasize of Birst by the fact that he has been able to solve my doubts. And as an important fact I love it because the import of the data is great from DBs sources, txt files and xls, to name some specifically. 

**What do you dislike about Infor Birst?**

I would like you to make for the next more stable or concise product updates, I do not see differences or aspects that have changed for months. It should also be noted that there is a failure in the distribution of reports, I mean that not all recipients receive these reports. Added to that, it is slow to load the panels because of the cloud server. 

**Recommendations to others considering Infor Birst:**

I enjoy to the maximum using Birst, it gives me the tranquility and ease that I want. In turn, it is good to note that you will have a program with fundamental characteristics available to achieve successful analyzes and with the most professional precision you have seen. 

**What problems is Infor Birst solving and how is that benefiting you?**

This program has contributed greatly to the company, we are completely happy with its application. We can analyze data with a lot of clinical eye. In addition, our partners are convinced to adapt this software to their facilities since we also use it as a delivery mechanism to display the data and they found it great the way in which they are delivered. 

  ### 50. Data analysis in companies and for customers

**Rating:** 4.0/5.0 stars

**Reviewed by:** Wendell F. | Bachelor's degree, Marketing, Small-Business (50 or fewer emp.)

**Reviewed Date:** November 08, 2019

**What do you like best about Infor Birst?**

Birst has been a fundamental tool for me, due to the fact that it allows me to create visualizations very easily. Also I can connect from many data sources without any mishap. The support is something that I emphasize of Birst by the fact that he has been able to solve my doubts. Extremely attentive, I would rate the response of the seller of this software with a high score for the fact of having speed and professionalism when maintaining contact with those interested in the program.

**What do you dislike about Infor Birst?**

I would like you to make for the next more stable or concise product updates, I do not see differences or aspects that have changed for months. 

**Recommendations to others considering Infor Birst:**

I enjoy to the maximum using Birst, it gives me the tranquility and ease that I want. In turn, it is good to note that you will have a program with fundamental characteristics 

**What problems is Infor Birst solving and how is that benefiting you?**

This program has contributed greatly to the company, we are completely happy with its application. We can analyze data with a lot of clinical eye. 


## Infor Birst Discussions
  - [What is Infor Birst used for?](https://www.g2.com/discussions/what-is-infor-birst-used-for)
  - [How do a keen learner like me can develop more skills for new available products ?](https://www.g2.com/discussions/how-do-a-keen-learner-like-me-can-develop-more-skills-for-new-available-products) - 1 upvote
  - [Any direct migrating utility for moving other BI modeling to INFOR BIRST (like from tableau, power BI or from SAP BI etc.)](https://www.g2.com/discussions/any-direct-migrating-utility-for-moving-other-bi-modeling-to-infor-birst-like-from-tableau-power-bi-or-from-sap-bi-etc) - 1 upvote
  - [How do I analyze different dataset at the same time?](https://www.g2.com/discussions/how-do-i-analyze-different-dataset-at-the-same-time) - 1 upvote
  - [Does Birst provide advance analytics feature as well like implementing forecasting on trends?](https://www.g2.com/discussions/does-birst-provide-advance-analytics-feature-as-well-like-implementing-forecasting-on-trends)

- [View Infor Birst pricing details and edition comparison](https://www.g2.com/products/infor-birst/reviews?section=pricing&secure%5Bexpires_at%5D=2026-06-26+09%3A03%3A36+-0500&secure%5Bsession_id%5D=0aaa8c8f-0c1b-4796-998c-6e0529aa99bd&secure%5Btoken%5D=ad2f5f00d504f108d355e3d55e42345b980e5be5b1cccd55ff3668831750e145&format=llm_user)

## Infor Birst Features
**Reports**
- Reports Interface
- Steps to Answer
- Graphs and Charts
- Score Cards
- Dashboards

**Data Preparation**
- Connectors
- Data Governance

**Data Modeling and Blending**
- Data Querying
- Data Filtering
- Data Blending

**Generative AI**
- AI Text Generation
- AI Text Summarization

**Agentic AI - Analytics Platforms**
- Autonomous Task Execution
- Multi-step Planning
- Cross-system Integration
- Adaptive Learning
- Natural Language Interaction
- Proactive Assistance
- Decision Making

**Self Service **
- Calculated Fields
- Data Column Filtering
- Data Discovery
- Search
- Collaboration / Workflow
- Automodeling

**Deployment & Integration - Analytics Platforms**
- No-code Dashboard Builder
- Report Scheduling and Automation
- Embedded Analytics and White-labeling
- Data Source Connectivity

**Advanced Analytics**
- Data Visualization
- Big Data Services

**Performance & Scalability - Analytics Platforms**
- Large data handling and Query Speed
- Concurrent User Support

**Advanced Analytics & Modeling - Analytics Platforms**
- Data Modeling and Governance
- Notebook and Script Integration
- Built-in Predictive and Statistical Models

**Agentic AI Capabilities - Analytics Platforms**
- Auto-generated Insights and Narratives
- Natural Language Queries
- Proactive KPI Monitoring and Alerts
- AI Agents for Analytical Follow-ups

**Personalized Intelligence - Analytics Platforms**
- Behavioral Learning for Contextual Query Refinement
- Role-based Insight Personalization
- Conversational and Prompt-based Analytics

**Building Reports**
- Data Transformation
- Data Modeling
- WYSIWYG Report Design
- Integration APIs

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