What is our primary use case?
At my company, we use UiPath for almost everything, and not just process mining, which is what we call the discovery part of what we do. Our main use of UiPath Process Mining is as a tool within the field of RPA (Robotic Process Automation) that helps us with automating processes for our customers, where we will often also use UiPath Studio.
A major example of the work we do with UiPath includes automating management information systems for reporting purposes. So if we have to make a few reports, we will go with UiPath to create them. We have also used it for reconciliation, or what we used to call reconciliation until more recently. That is reconciliation between two banks, for instance. We also use UiPath for claims processing, LC (Letter of Credit) issuance, and more.
To date, our services company has automated over 200 processes for our customers using UiPath, all of which has been done by a team that spans over 65 professionals.
What is most valuable?
For us, the most important feature of UiPath Process Mining is something called Document Understanding. We have found it to be extremely valuable, given that the current situation we have right now is that it's not just pure automation of manual and repetitive tasks. What we're doing is more along the lines of what you could call "intelligent" automation. Document Understanding plays a great role in this type of process automation because it helps us in automating the reading of documents better and, therefore, helps to automate intelligence for our customers.
UiPath also has a certain dashboard called Insights that comes as a package where you can have analytics about how well the processes have performed. For example, if an automated process that runs at night stops midway for some reason, you can check the analytics to see why it stopped. It's a very beautiful analytics dashboard, too.
What needs improvement?
Document Understanding can read up to a certain amount of accuracy. While I understand that they have already started working to improve that accuracy right now, I think the accuracy is still only around 85-90%. I would call that our main problem with UiPath currently.
Then, in terms of process mining as a procedure, it only helps in terms of whatever processes have already been digitized. In this sense, what we find lacking is that at times when the file is a photograph, let's say a JPEG file, then because of its file type, UiPath's Document Understanding does not read it.
So we'll have a situation where people scan their documents in (or take a photo of the document) and send them across in an image file and not something like PDF, and in that case Document Understanding isn't very helpful.
For how long have I used the solution?
We have been using UiPath for the last four and a half years now.
What do I think about the stability of the solution?
It is extremely stable. The processes which we automated a few years back are still running pretty well. As long as the processes do not change, it continues running the way it is.
What do I think about the scalability of the solution?
The scalability is good. This is one of the aspects which lots of our type of customers look at. When people choose between various automation tools, they always look at the scalability part of it, and UiPath can be scaled up very quickly, especially when it comes to how many bots you can have and how many processes can be performed inside a single bot.
As for staff, we have 65 people working with it right now because we are a service provider. When we get additional customers, we need to have enough people who can start work with those customers right away. For example, we have a pretty big order right now from the Middle East, and we will require about 10-12 people who need to get started on this job. So we simply hired them and scaled up to match the demand.
Even though we have had opportunities to go along with Automation Anywhere and others, we have stuck with UiPath for the last four and a half years because of how easy it is to scale and implement. Because of this, I foresee that we will be with this product for the next several years at least.
How are customer service and support?
They have a 24/7 support service. And if I have a problem in implementing a particular solution, or I have a question which I need answered while I'm automating some processes, they usually reply within one to two hours. If it is extremely complex, I have seen them set up meetings to see how the solution is being automated and they will then provide solutions for it.
How was the initial setup?
The setup was exceptionally straightforward. UiPath can be set up in barely two or three days, and we do it for our customers often. The deployment also includes Orchestrator. Orchestrator is the most complex of all, and it can be done in approximately three to four days' time.
What was our ROI?
One of the reasons why we chose UiPath is because it is a very stable tool and asset. So the main part of our promise to customers is the return on investment. Of course, you can only get return on investment with a tool like UiPath when you have proper processes. Both the tool and the appropriate processes are essential ingredients to get return on investment.
What's my experience with pricing, setup cost, and licensing?
Our licensing for UiPath Process Mining, and the various tools such as Studio Orchestrator, is all paid for on an annual basis.
However, with the Document Understanding feature, the licensing is per page. So if we're going to read some 20,000-30,000 pages, that becomes one separate licensing stack.
What other advice do I have?
I can definitely vouch for the product. It's extremely good and the R&D is very well done. Their product strategy is also very much on-point, as they keep improving the product year after year. For instance, when we started with it in 2017, UiPath was only able to do most things manually, but now they've got into artificial intelligence and machine learning and their product is able to read and do things that are completely changing process automation.
I would rate UiPath Process Mining a seven out of ten.
Which deployment model are you using for this solution?
On-premises
Disclosure: My company does not have a business relationship with this vendor other than being a customer.