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Celonis Process Mining Software logo
Celonis
Unleash Process Excellence
4.6

( 251 )

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Celonis Reviews: 4.6/5 — Highly Rated

Celonis Overview
What is Celonis?

Celonis is a process mining software that users rely on to review and analyze business operations to identify potential inefficiencies and manage workflows. The platform offers real-time monitoring, automated process mapping, as well as predictive analytics to streamline business processes and boost productivity.

Company Celonis SE
Year founded 2011
Company size 1001-5000 employees
Headquarters Munich, Bavaria, Germany
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Celonis Product Details
Capabilities
AI
API
Segment
Small Business
Enterprise
Deployment Cloud / SaaS / Web-Based, Desktop Mac, Desktop Windows, On-Premise Linux, On-Premise Windows
Training Documentation
Languages English
Celonis Features
Anomaly detection
API Access
Audit Trail
Automated Process Mapping
Bottleneck Identification
Collaboration Tools
Compliance management
Conformance Checking
Customizable Dashboards
Data Integration
Data Visualization
Event Log Import
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Our research is curated from diverse authoritative sources and meant to offer general advice. We don’t guarantee that our suggestions will work best for each use-case, so consider your unique needs when choosing products and services. Feel free to share your feedback.
Last updated: October 23, 2026
Celonis Process Mining Software logo
251 Celonis Reviews
4.6 out of 5
Enterprise (> 1000 emp.)
Dec 02, 2020
 Source
Overall Rating:
4.5
AG
Verified Reviewer
Founder
Share
"Supports full transparency on process performance and improvement potential"
What do you like best about Celonis?

Can analyze and integrate process data without expensive interfacing

What do you dislike about Celonis?

the process explorer. It should be much more matured in terms of showing clearly (aggregated bottlenecks) regarding the Process Domain Performance (KPI's) . It also should be limited to process variation as the number of activities, not the number of connections necessarily, or it should be possible that an easy filter can be applied to deselect certain process activity characteristics (select/deselect SOX activities, standard process activities, commercial activities, quality activities , etc.)

What problems is Celonis solving and how is that benefiting you?

Process Performance monitoring on ERP processes (O2C, P2P, AP, AR, INV, PROD) SNOW, SFDC, MES. Improvements: Customer Lead Time, ITO, AP on time payments and process efficiency, customer complaints handling, etc. In roll-out: Footprint analysis, E2E supply chain improvements.

Enterprise (> 1000 emp.)
Dec 02, 2020
 Source
Overall Rating:
4.5
AG
Verified Reviewer
Founder
Share
"Excellent customer experience, both with the use of software and Celonis team support."
What do you like best about Celonis?

Very good experience both with the use of the software and with the support of the celonis team. The team is always available to help in whatever is necessary, from the first steps to the most complex developments, always involving a lot of professionalism, wisdom and commitment.

What do you dislike about Celonis?

The complexity of development of some analysis and PQL formulas.

What problems is Celonis solving and how is that benefiting you?

We can have a friendly view of our processes in an integrated way, which helps us make decisions to improve our processes and gain more productivity. In addition, we configure e-mail alerts sent directly by the Celonis software whenever a pre-established condition is reached, helping in quick decision-making, mitigating some bottlenecks in the process. And with the online interface, we can keep up with our process from whatever we are.

Enterprise (> 1000 emp.)
Dec 02, 2020
 Source
Overall Rating:
4.5
AG
Verified Reviewer
Founder
Share
"Process Mining in Medical Device Manufacturer"
What do you like best about Celonis?

Once we get data, we can quickly model the process and leverage pre existing analysis to shorten our time to value.

What do you dislike about Celonis?

Takes alot of time to internally get data. Cannot simulate changes or improvements

What problems is Celonis solving and how is that benefiting you?

Order to Cash, Procure to Pay, SFDC Case Management, Manufacturing. We've been able to find inefficiencies in our processes and specific team based improvement plans

Enterprise (> 1000 emp.)
Dec 01, 2020
 Source
Overall Rating:
4.5
HZ
Henny Z.
Founder
Share
"Great experience with Celonis"
What do you like best about Celonis?

a) Process explorer is a great idea to see your waste of the processes b) Process around the software. It is not only making the improvement, it's more about how we can find improvement, change the process and monitor the weakness point. I like the improvement cycle c) Process automation: it is a again a nice and important feature, which is allowed us to aware of the issue on time and be able to simplify the processes. d) Customer success manager: a good service to think with the customer and give support as much as possible to the customer in order to be able to create success together.

What do you dislike about Celonis?

a) Chart has not yet have rich functionality like Excel. b) If there is more control in ETL process for user would be a plus although the current ETL process is already good enough. especially enhance error handling and multi source handling.

What problems is Celonis solving and how is that benefiting you?

a) Identify process waste b) Being on time to capture the issue before it happens: e.g. automatic mailing c) Prevent the issue from happening: e.g. on time delivery prediction for order we received.

Enterprise (> 1000 emp.)
Dec 01, 2020
 Source
Overall Rating:
4.5
VG
Vasileios G.
Founder
Share
"Trying to improve customer experience with the application and show the potential benefits."
What do you like best about Celonis?

I really enjoy the process mining experience by "playing" with the process/variant explorer. I can drill down to such a detailed level so that the customer is convinced and at the same time impressed by the power of the tool. Procurement is back as a major player in P2P, thanks to Celonis.

What do you dislike about Celonis?

I would like to see more PQL formulas available and faster processing times for complex calculations in front end.

What problems is Celonis solving and how is that benefiting you?

Everything from P2P process. Currently working on GR/IR accounts clearing reporting. Last month we implemented the Supply chain exposure for our P2P NatCos.

Enterprise (> 1000 emp.)
Nov 23, 2020
 Source
Overall Rating:
4.5
JB
Jonas B.
Founder
Share
"Optimizing OmniChannel Processes with Celonis significantly!"
What do you like best about Celonis?

- the speed on how we have implemented a MVP and then rolled it out to in depth analytics - the business value generated over time - the transparency now at hand for analyzing processes - the ease to digg into data - the increased customer satisfaction, gained by our improved OmniChannel processes

What do you dislike about Celonis?

- the licensing modell is somewhat inflexible - price is high, but it delivers value for money

What problems is Celonis solving and how is that benefiting you?

- we have started by analyzing and improving the cancellation rate of customer orders in our OmniChannel processes e.g. Click & Reserve / Click & Collect - then we have optimized the returns handling time in our O2C logistics - and furthermore gone into supply chain optimizations by analyzing the purchase-to-pay process

Enterprise (> 1000 emp.)
Nov 22, 2020
 Source
Overall Rating:
4.5
Ankita S. avatar
Ankita S.
Founder
Share
"A powerful tool to get deepest insights to processes and bring value"
What do you like best about Celonis?

User friendly front end, ease of use and navigation. We were able to deploy the solution with ease. Lots of functionalities and ability to connect to various IT systems makes it a very powerful tool. We get an end to end visibility of the entire process which very unique and no other technology has the ability to show a clear picture of the process this way. Once we have the data model set up for a process, we can just play around with different KPIs and start to analyze the process through various dimensions.

What do you dislike about Celonis?

The app store could have been more helpful to give a process selection guidelines.

What problems is Celonis solving and how is that benefiting you?

1. We have pointed out huge compliance issues in one of our biggest process - Purchase to Pay. We have defined specific KPIs to monitor and control those going forward. 2. Cash Management - bridging the gaps between the operational and financial world. We have been working on identifying cash recoveries for the company using Celonis.

Mid Market (51-1000 emp.)
Nov 20, 2020
 Source
Overall Rating:
4.5
Sribash P. avatar
Sribash P.
Business Transformation Consultant Enterprise Back Office
Share
"Celonis - amazing tool to uncover and action on the frictions within business"
What do you like best about Celonis?

This tool has got process mining and task mining together.

What do you dislike about Celonis?

ML work bench has to be improved..........

What problems is Celonis solving and how is that benefiting you?

uncover the delay in process and resolve .. Like, cycle time, Non Value added steps etc

Enterprise (> 1000 emp.)
Nov 20, 2020
 Source
Overall Rating:
4.5
DM
Daniel M.
Founder
Share
"Fast Insights in Processes"
What do you like best about Celonis?

The good visualisations and ki mechanisms

What do you dislike about Celonis?

Some more offers to directly program your own visualisations would be great I would like to creat dashboards over all my more than 1.000 process models we own.

What problems is Celonis solving and how is that benefiting you?

transparency during E2E processes i created conformance checks over all our process models with python and was able to identify the best performing and least performing processes which i have to adjust.

Mid Market (51-1000 emp.)
Nov 19, 2020
 Source
Overall Rating:
4.5
JN
Jannis N.
Founder
Share
"Celonis enables you the most detailed information possibles"
What do you like best about Celonis?

Celonis provides you a massive processmining tool. The great thing here is that you might start with a specific topic but gain much more knowledge than expected. The detailed information is huge.

What do you dislike about Celonis?

The implementation to get the tool properly running takes some time.

What problems is Celonis solving and how is that benefiting you?

We are process mining the purchase to pay process. It give us an intral view from the company internal customers over to the procurement department to the accounting department. It allows us to see which purchasing processes are running bad and where inefficiencies exist

Enterprise (> 1000 emp.)
Nov 19, 2020
 Source
Overall Rating:
4.5
AG
Verified Reviewer
Founder
Share
"Process Managment next level"
What do you like best about Celonis?

transparency on the as is processes based on the event file from you workflow and ERP Tools. Straight forward UX and easy to use even without "coding skills" drag and drop analysis makes it great for simple analysis we are looking forward to the full realize the full potential when moving to the cloud Flexibility to adapt to all the processes we have

What do you dislike about Celonis?

more options for visualisation would be great, a lot of use cases are hard to implement as the we do not look at standard processes Consider using the cloud version, it gives much more functionality regarding automation and transparency than the on premise version of the tool. start with one process and have clear use cases in mind you would like to analyse. it does not work well to visualize a process without any clear questions on your mind you would like to answer. in general we found it difficult to generate general insights that did not go hand in hand with a gut feeling we had before. you realy need to know what you are looking for. We included our custome processes wich makes it difficult because you cannot gain alot from other companies experiences. you have to build everything from scratch and cannot go back to standard templates celonis already has in their library. this is realy a pitfall or a USP if you look for your standard accounting processes and dont want to look into your custom processes.

What problems is Celonis solving and how is that benefiting you?

process transparency incl. efficiency, we just implemented celonis with our work flow management tool, so that we did not gain many insights yet. we already got a great transparency that has been scattered across different applications before and needed a lot of manual rework to put it together for the transparency we needed. we are looking forward to realize the full potential of celonis soon.

Enterprise (> 1000 emp.)
Nov 15, 2020
 Source
Overall Rating:
4.5
AG
Verified Reviewer
Founder
Share
"Customer Onboarding"
What do you like best about Celonis?

The quickness in which the data is available to view.

What do you dislike about Celonis?

I haven't found anything not to like so far.

What problems is Celonis solving and how is that benefiting you?

Actual vs estimates cost. Time from requested power connection to actual work performed and connection is made. Time frame with actual 15 day commit date for estimate to customer.

Enterprise (> 1000 emp.)
Aug 02, 2018
 Source
Overall Rating:
4.5
AG
Verified Reviewer
Founder
Share
"Celonis"
What do you like best about Celonis?

Easy interface very performant database and checks

What do you dislike about Celonis?

Reduced access to model store and sometimes expensive models

What problems is Celonis solving and how is that benefiting you?

Business process improvements

Enterprise (> 1000 emp.)
Jul 31, 2018
 Source
Overall Rating:
4.5
AG
Verified Reviewer
Founder
Share
"Top data mining application"
What do you like best about Celonis?

Easy to use and many possibilities to adapt the dashboards to different client needs. Very easy SAP connection and data extraction. No need of complex data modeling to have great results.

What do you dislike about Celonis?

Difficult to sell because of its high price. Proves of concept need a lot of effort on clients side

What problems is Celonis solving and how is that benefiting you?

Data discovery of inefficiencies, bottlenecks in each process inside the company, data-driven optimization

Enterprise (> 1000 emp.)
Jul 27, 2018
 Source
Overall Rating:
4.5
JR
Jordy R.
Founder
Share
"Powerful tool that gives you the necessary insights"
What do you like best about Celonis?

The way you can slice and dice every dimension to get to the core of the problem.

What do you dislike about Celonis?

Setting up the datamodel is quite a time-consuming task if you ask me, especially if you made a single error in one table and you have to upload the table once again and go through all selection screens again.

What problems is Celonis solving and how is that benefiting you?

Especially efficiency gains and risk identification in issuing loans to small and medium enterprises.

Enterprise (> 1000 emp.)
Jul 26, 2018
 Source
Overall Rating:
4.5
AG
Verified Reviewer
Founder
Share
"Enables another detailed view on processes, on the different variants used and the efficiency"
What do you like best about Celonis?

Celonis is very flexible and fast analysis of the different processes are possible; additional and different views compared to reporting systems

What do you dislike about Celonis?

There is not really something I dislike - as usual you have to invest time to adapt tools to your organization and needs.

What problems is Celonis solving and how is that benefiting you?

Find Bottlenecks / improve processes due to visualization of variants

Enterprise (> 1000 emp.)
Jul 26, 2018
 Source
Overall Rating:
4.5
EG
Edward G.
Founder
Share
"Celonis Data Mining Is A Necessary Tool to Analyze Your Global Processes"
What do you like best about Celonis?

The ability to analyze your global processes at your finger tips, to build and create critical KPIs easily and to focus on specific non-standardized processes. Once the data model definition is completed, it's great that the Analyst profile can perform many activities on their own without any IT support.

What do you dislike about Celonis?

The tool does not incorporate some standard SAP tools and databases into its base configuration for PtP and AP processing, such as SAP's SRM and SAP's VIM tools. It is critical to complete the data model definition. Our SAP shop has very minimal modifications to SAP. In fact, we have no additional data tables. We have utilized all standard SAP supported add-ons. Celonis should incorporate the additional modules, such as SRM and VIM, into their standard configuration package.

What problems is Celonis solving and how is that benefiting you?

We can easily pinpoint non-compliant activities within the standard processes and target resolutions through education or enhancements to our process.

Mid Market (51-1000 emp.)
Dec 03, 2023
 Source
Overall Rating:
4.0
AD
Amrit Kumar D.
Founder
Share
"Helps me achieve operational efficiency in IT consulting"
What do you like best about Celonis?

What I like best about Celonis is it's unparalleled ability to provide deep insights into our IT processes, empowering us to optimize workflows and enhance overall efficiency.

What do you dislike about Celonis?

Occasional complexity in setting up customized analyses can be a bit challenging. A more intuitive configuration would be beneficial for users.

What problems is Celonis solving and how is that benefiting you?

Celonis is instrumental in solving complex process-related challenges by providing comprehensive insights through Process Mining. This benefits me as a Business Analyst by enabling a profound understanding of IT processes, facilitating data-driven optimizations, and ultimately enhancing operational efficiency at Indus Net Technologies. It streamlines workflows, identifies bottlenecks, and ensures a more streamlined and effective approach to IT consulting.

Enterprise (> 1000 emp.)
Nov 22, 2023
 Source
Overall Rating:
4.0
pradeep kumar m. avatar
Pradeep Kumar M.
Embedded Software Developer
Share
"Celonis process mining"
What do you like best about Celonis?

Celonis is on of the best process mining tool for process optimisation and process descovery we can also find deviation for the relavent process and improve iffencies . Also we can create dashboard to for actual view of our process .we can also perform automation.

What do you dislike about Celonis?

Some dislike points which I have observed in celonis it's costier than other tools available in market . And the another is response time' sometimes they are very active with the perticular queries and cases. But sometimes it's take long and also not provide any resolution .

What problems is Celonis solving and how is that benefiting you?

Celonis provide best dashboard creation tools we can also find out powerfull KPI for the relevant process as I'm in service now ITSM project so we have used KPIs like request closed, request opened,task on hold,average resolution time . We can also see the process overview in process explorer as well as number of varient for our process . Find root causes of our process . Perform actions engine , action Flow .

Small Business (50 or fewer emp.)
Nov 15, 2023
 Source
Overall Rating:
4.0
AG
Verified Reviewer
Founder
Share
"Celonis review"
What do you like best about Celonis?

The easy interface and presenting the data in a detailed way.

What do you dislike about Celonis?

It is not that user-friendly. It is quite critical to for me to use the data oevr the websitr

What problems is Celonis solving and how is that benefiting you?

From celonis I am getting the actual data with detailed version in easy interface. This is the best tool to pull data within few minutes and present to the teams.

Mid Market (51-1000 emp.)
Nov 14, 2023
 Source
Overall Rating:
4.0
AG
Verified Reviewer
Founder
Share
"Celonis"
What do you like best about Celonis?

Response time, It's process mining and execution management software. Easy integration.

What do you dislike about Celonis?

Process mining use cases, these cases sometimes are not so relevant.

What problems is Celonis solving and how is that benefiting you?

Decreased man hours, easy integration with existing systems from other solution providers

Enterprise (> 1000 emp.)
Oct 26, 2023
 Source
Overall Rating:
4.0
IL
Inês L.
Founder
Share
"Celonis experience"
What do you like best about Celonis?

What I like most about Celonis is that it is a very interactive and user friendly process analysis tool. The tool also offers many useful features for process mining. Furthermore, implementation and integration are easy.

What do you dislike about Celonis?

What I like least about the application is the fact that two users cannot edit the same view or dashboard.

What problems is Celonis solving and how is that benefiting you?

Currently, Celonis helps me analyze processes and discover inefficiencies in processes. By discovering route causes and bottle necks, we are able to help teams continually improve their processes.

Small Business (50 or fewer emp.)
Oct 25, 2023
 Source
Overall Rating:
4.0
CF
Christian F.
Founder
Share
"A Good Tool Just Got A Little Better"
What do you like best about Celonis?

Updated data integration platform, ease of use, awsome support from lead value engineers

What do you dislike about Celonis?

New features are usally quite immature when they are released, it is quite exhausting and confusing to work with action flows, still not all features in Views available

What problems is Celonis solving and how is that benefiting you?

Drive innovation Enhance decision making Improve business process outcomes Improve business process agility Improve customer relations/service

Enterprise (> 1000 emp.)
Sep 29, 2023
 Source
Overall Rating:
4.0
AG
Verified Reviewer
Founder
Share
"Celonis review"
What do you like best about Celonis?

Market leader in process mining, we used to integrate our databases like GCP, hive, terradata etc and built dashboards & presented to leadership for value realization.

What do you dislike about Celonis?

high cost of professional services, challenges in value realization, data access and approval issues

What problems is Celonis solving and how is that benefiting you?

Process mining, identifyng bottlenecks in end to end processes, improve prcesses, identify automation opportunities etc.

Enterprise (> 1000 emp.)
May 24, 2023
 Source
Overall Rating:
4.0
AM
Anjali M.
Senior Consultant
Share
"The Power of Celonis: Revolutionizing Process Optimization"
What do you like best about Celonis?

One of the standout features of Celonis is its advanced process mining capabilities. As a developer, I appreciate how Celonis effortlessly connects to various data sources, allowing us to gain deep insights into complex processes. Its ability to automatically reconstruct end-to-end processes, identify bottlenecks, and pinpoint areas for improvement has been instrumental in our optimization efforts.

What do you dislike about Celonis?

Cost Considerations: As a robust and feature-rich platform, Celonis can come with a significant price tag. Depending on the organization's size and needs, the licensing and implementation costs may be perceived as a disadvantage, particularly for smaller businesses with limited budgets. It's essential to carefully assess the return on investment and evaluate if the benefits justify the cost.

What problems is Celonis solving and how is that benefiting you?

Problem - Lack of Process Visibility: Celonis tackles the issue of limited process visibility by providing a comprehensive view of end-to-end processes. By connecting to various data sources and analyzing process data in real time, Celonis uncovers hidden process inefficiencies, bottlenecks, and variations. This enhanced visibility allows organizations to identify areas for improvement and make data-driven decisions. Benefit - Improved Process Efficiency - With a clear understanding of process inefficiencies, organizations can implement targeted optimizations, streamline workflows, and eliminate bottlenecks. This results in improved process efficiency, reduced costs, and enhanced productivity. Problem - Siloed Data and Lack of Collaboration: Celonis helps break down data silos by integrating data from various systems and sources. It creates a centralized platform that allows stakeholders from different departments to collaborate, share insights, and align on process improvement initiatives. Benefit: Cross-Functional Collaboration - By facilitating collaboration and information sharing, Celonis fosters cross-functional collaboration, breaking down communication barriers. This promotes a culture of continuous improvement, enabling teams to work together towards common process optimization goals.

Enterprise (> 1000 emp.)
May 09, 2023
 Source
Overall Rating:
4.0
AG
Verified Reviewer
Founder
Share
"Excellent Process Mining tool"
What do you like best about Celonis?

Celenois gives insights on how much percentage of the process can be automated, The data analysis is helpful in communicating with the stakeholders for deploying automation.

What do you dislike about Celonis?

Celenois should include model that gives the option head count to complete the activity considering the efforts, it should also recommend usage of other levers such as standardisation of process to streamline and deploy automation

What problems is Celonis solving and how is that benefiting you?

Celenois is helpful in determining whether the business process can be considered for automation, The recommendation is based on keystroke level analysis which is helpful in convincing the stakeholders

Enterprise (> 1000 emp.)
Aug 22, 2022
 Source
Overall Rating:
4.0
AG
Verified Reviewer
Founder
Share
"Celonis Process Mining is best in class."
What do you like best about Celonis?

Using and setting up Celonis works like charm. They also provide a platform to learn everything about it. Everything over here works over their cloud based platform called EMS which is really useful.

What do you dislike about Celonis?

The UI over here can be improved a lot and make it more understandable and user friendly. Availability of data connectors and action flows should be increased..

What problems is Celonis solving and how is that benefiting you?

Its really helps a lot for pre processing of data. Its intelligence transformation platform helps a lot to unify the data for various activities in the process making the process mapping lot easier.

Small Business (50 or fewer emp.)
Aug 18, 2022
 Source
Overall Rating:
4.0
vamshi  k. avatar
Vamshi K.
Junior Consultant Process Intelligence
Share
"Easy to work"
What do you like best about Celonis?

We can analysis the process in better way then other tool and also have more components to work,we can add the images to look good on dashboard and explore more .

What do you dislike about Celonis?

Till now am didn't see any dislike in celonis process analysis.some times I got late mails from Celonis support team if get get better in Celonis will get much better.

What problems is Celonis solving and how is that benefiting you?

I can see the details of whole process of my analysis and also explain to other about my analysis, also Celonis provide the PQL documentation to refer and we can work on our process

Mid Market (51-1000 emp.)
Aug 17, 2022
 Source
Overall Rating:
4.0
AG
Verified Reviewer
Founder
Share
"User friendly and easy to learn"
What do you like best about Celonis?

When comparing to other process mining tools available in markets such as SAP Signavio,QPR,IBM..etc, Celonis will be more easy to handle, For me the Analysis part is best because if I want to pinpoint on any activities and their outputs I can just work it out in component filter with just few lines of PQL queries so thats the which I like the best and the otherthing is their customers support we will get instant response from their customer support team which is also I think its best.

What do you dislike about Celonis?

For me dislikes, i)Sometime it will failed to upload data. ii)In Studio if we are working on view,skills or anything if we kept it idle for few minutes and working on someother it will continuously starts as to ask are you still editting? Which will be slightly annoying. iii)There is no auto save option in studio we need to click on save,whenever we are shifting from one view to other while analysing if we forgot to save the datas will be lost.

What problems is Celonis solving and how is that benefiting you?

Celonis helps us to create an analysis of entire business process, So from this we can able to monitor our business and we can able to discover and pinpoint the exact bottleneck so by resolving them we can make the business cost effective and time effective

Mid Market (51-1000 emp.)
Apr 07, 2022
 Source
Overall Rating:
4.0
PA
P R A.
Associate Consultant Rpa
Share
"Celonis-New era of process mining tools."
What do you like best about Celonis?

Celonis is an amazing platform to boost your business processes by identifying the execution gaps and resolving them. It can handle a huge amount of data and transform them into information required to smooth the execution of your business. it can also provide automated actions required to make the process run more efficiently. They also provide a free learning platform. There are certifications for different levels of employees. The dashboards are visually appealing and easy to use.

What do you dislike about Celonis?

Celonis being a powerful tool, It has its downsides too. 1. Difficult to learn and understand even though they provide a learning platform. 2. The time for implementation into the PROD environment is long. 3. Difficult to integrate into other applications.

What problems is Celonis solving and how is that benefiting you?

I'm using Celonis for SAP ERP operations along with RPA tools for automation. The initial investment and effort were huge however the benefits realized were worth it. Once we added the logic behind for analysis it is easy to get the results in a few simple clicks in the future. It is quick and free of mistakes. The internal operations were more streamlined after celonis implementation which improved the operational efficiency and It increased business agility.