What do you like most about UiPath?

UiPath is user-friendly, meaning even without coding knowledge, we only need basic logic understanding.

The biggest advantage of UiPath is its user-friendly environment.

The most valuable features of UiPath are test automation, test suite, test manager, and document understanding.

What I like the most about UiPath is that we can build custom activities. If we want to customize functions based on our logic or use case, we can do that.

By automating tasks through the use of robots, we can achieve significant time and manpower savings.

I like how it integrates with the Orchestrator and everything works together. There are so many different use cases that we can easily connect through APIs, databases, and user interfaces to automate all kinds of applications.

UiPath is very user-friendly. There is ease of use. People can understand it very quickly.

It is the most suitable tool for big beginners in RPA. It is simple to manipulate. I found it comfortable because it has ML, AI, and OCR. It is great.

Storing data partially using internal data tables for internal calculations, without relying on a full database, is most beneficial for our workflows.

UiPath's interface element identification is arguably more reliable than Automation Anywhere's.

It's made it easier to do development and create accurate products for the customers.

UiPath is an efficient and user-friendly tool.

UiPath : Product Training, Ease of implementation, Swift on-boarding of customer , Very Cost effective.

Very Strong Product Roadmap with AI-ML, Cloud, Governance products like automation hub etc.

And overall 5-star rating for UiPath Tech team, very innovative and the support team is fast very effective.

The most valuable features are the UiPath studio tools with the recording feature to capture the navigation of the process on the screen.

Its dashboard is quite easy to use and you don’t need to have a programming background to understand it.

I found the Library option as most valuable because first, we can avoid the development of the same task again by developing and publishing a task as an activity into the Orchestrator, and second, in case of any changes required, the developer can make the required changes and republish in the Orchestrator with the new version.

The features that are most valuable are Excel Automation, Web Automation, Web Scrapping, and CV Automation.

The most valuable feature is the UiPath Studio, the graphical coding software, which has high usability and modern appearance.

UiPath Orchestrator is very user-friendly and easy to understand.

It's easy to build automations in UiPath. It has a simple drag-and-drop interface.

Orchestrator and features such as Queues Triggers are helpful in monitoring the ports and looking after the performance.

UiPath is efficient and fast. There are multiple RPA solutions, but UiPath is very user-friendly. It is very easy and fast to learn.

The most valuable feature of UiPath is the ability to consume APIs directly from any application.

It allows us to extract valuable information from various documents, categorize them based on their types, and make the data within these documents usable for our needs.

Starting with UI automation is valuable as it mirrors users' existing workflows, building their confidence before expanding into more powerful automation methods.

Their core platform of Studio is valuable. The ease of use and the ability to build these automations quickly is definitely a highlight for us. Our average process from start to finish takes three to four weeks. We can knock out automations as quickly as we can identify them. That is probably the best feature I see.

Our key focus is on eliminating time-consuming tasks and enhancing reliability, especially in repetitive processes, which is where automation has proven to be a significant asset.

You can set up processes using macros without basic knowledge of coding.

I like the automation capabilities.

It has significantly improved the accuracy of our operations, particularly in terms of quality, and has also reduced the time required.

Implementing AI in our automation has significantly enhanced the accuracy of our operations.

The most valuable aspect is its ease of use.

We have found it to be quite valuable as we actively deploy and use bots, which have become a significant asset to our operations.

It offers an advanced and in-depth set of features, allowing for intricate and specific automation tasks.

It's highly effective in pinpointing areas within the organization where assistance is required.

It's incredibly user-friendly, making it accessible even to non-developers.

The Orchestrator feature is the most valuable of all the automation solutions I have used, including OpenBots, Robocorp, and Microsoft Power Automate.

It is very easy to develop and deploy. It is easy to work with different applications at the same time. For example, I can read an Excel file and then go to SAP or any other platform. I can then open Outlook and send an email from Outlook. I can even use Teams. Being able to combine all these applications is the main thing that I like.

We like using the prebuilt AI models in UiPath rather than creating our own AI models.

We also found the UiPath Community very good.

The community enables a lot of users to get involved with UiPath. There are many open forums where a number of users share their thoughts.

Excel, PDF, and email automation, as well as document understanding, task mining, and process mining, are valuable features of UiPath.

The automation and the customization of the platform are the most valuable features.

The feature I like the most is ONEWEB UI automation. UiPath's OCR technology also works well. There is another feature called Action Center that lets you decide what happens after the data is captured.

The prebuilt AI models that are available in AI Center are valuable to us for things like invoice processing.

The most valuable features of UiPath are data entry, data reading, and some simple logical calculations.

UiPath is a user-friendly solution.

The ability to recognize screen elements and their robot technology are both very valuable features.

Robotic process automation is one of the most interesting features.

UiPath Document Understanding and Task Mining are valuable features.

Building automation using the solution is easy.

We've seen large time and money savings.

UiPath Academy courses... are our entire training platform. We brought people who are not IT-savvy, complete laymen who were not in IT at all, into our platform of technology. To do that conversion, the Academy had to be very strong.

The Task Mining is one feature that is very helpful to any business analyst. I do business analysis, and the info that I produce goes to our UiPath team to develop automations.

It's easy to go with UiPath. It's user-friendly, and any IT person will find it easy to use.

The most valuable feature is the ability to view my own activity and customize it on the platform.

The user interface is the most valuable feature of the studio version.

UiPath's most valuable feature is Orchestrator.

UiPath's most valuable feature is its ability to view and extract any data throughout the entire development process in the automation framework.

The most valuable feature of UiPath is the speed of the implementation.

UiPath's support for various types of interfaces is the most valuable feature as it aids in automating the end-user systems we want to streamline.

Overall, the most valuable aspects are the automation, UI navigation, and orchestration.

UiPath Studio has all kinds of tools and it's practical to navigate around the application. Implementing any project can be done very quickly using UiPath.

The AI feature has enabled us to automate more processes overall.

The ability to deploy UiPath from a mobile device is the most valuable feature.

RPA is a valuable feature for interacting with GUI interfaces.

UiPath has saved us costs. In the six months of running it, it has saved us something like one and a half million.

Among the key features that I find quite helpful are Orchestrator support, Automation Hub, Process Mining, and Document Understanding...

The most valuable features include multi-bot architecture, UiPath Studio, and Test Manager.

The development part is very simple. It is easy to use. Our development time for a project is approximately two weeks now.

They offer free courses for developers, and we take advantage of those. The UiPath community has also had a tremendous impact on our operations.

The processes are accurate. We see very few errors once they are implemented.

The screen recording feature is valuable.

With UiPath, development is easy because they have their own Studio. We just run UiPath Studio, drag and drop the components that we require, and connect all the dots. When we're doing website automation or web app automation, we can use their UI-based Studio and grab the elements from the web application using XPath, which makes the development easier.

The most valuable feature is the ability to retrieve data from Excel files, including filtering the data. It is also straightforward and easy to navigate when building automations and makes our tasks easy to perform. It is very easy to use without any prior coding knowledge.

UiPath saves us time and increases productivity for our organization.

I like how easy it is to automate tasks and how time-efficient the product is.

They have robust libraries we can use to automate a wide range of tasks, and UiPath integrates with multiple technologies. It's an excellent platform with many valuable features we find useful in our business.

The Orchestrator and the Studio are the features that I personally enjoy using.

It offers me various benefits such as AI capabilities and works very well for me on all types of processes. It makes our tasks easy and provides accurate results.

The feature that I like the most is the Document Understanding for extracting information from PDFs.

The option to record processes is the most important feature of UiPath. We can use it to record every action automatically and it is then converted to a workflow. This workflow defines the complete set of processes so that we can automate every requirement.

The UiPath community has grown and is active. It is definitely helpful to be a part of it because others can assist us.

I like the structure of the selectors. They're robust. With other software like Automation Anywhere, we always have problems with recorders, plugins, et cetera. UiPath is more powerful and efficient. UiPath Studio has features like the Excel package, selectors, and recorders.

There are two features that I like a lot in UiPath: one is the Orchestrator option, and the other one is the Studio option.

We like how UiPath is designed for low-code or no-code users. It's less complicated, enabling everyone to use it with only a basic knowledge of automation or data. Generally, I also like UiPath's ability to mine processes and analyze user interactions to generate analytics.

The most valuable feature really depends on the use case. My favorite now is Document Understanding and the AI models that are being pre-trained. That's allowing us to do more, out-of-the-box, without having to do custom programming.

The scheduler tool is valuable because I can slow or speed up run times during peak use.

The speed to market is amazing because an automation can go from the initial planning conversation to production in weeks.

The solution is easy to use, has a good user interface, and processes transactions quickly.

The main focus was improving efficiency. Once you focus more on redundant paths, having a bot doing it over and over again, that eliminates human error every now and then. There is definitely a huge ROI in that. Our main focus was low-hanging fruit. By low hanging fruit, I mean the redundant processes that users are just annoyed by when they go in every day and have to do it. There has definitely been a huge ROI because we are trying to free up a lot of the project managers for construction to do more focused stuff there rather than job cost details.

We are able to remove all repetitive tasks. We are using RPA for HR, salary generation, interview process, appointment, etc. We are using RPA everywhere. We are in the top five just because of RPA. It's very important for us.

I like the fact that UiPath makes everything fast, and you don't need to employ as many people to do all the dirty work. All of our clients only used UiPath.

I like the interface. It's simple to interact with. We can replicate and multiply the robots when we need to change something.

The best part is the way UiPath provides the ability to automate everything, including the architecture and Orchestrator. The interfaces are very user-friendly and intuitive. It's very easy to build automations. Someone who is not very technical can understand quite a lot and start to automate.

The UiPath Academy was pretty helpful for us in the initial stages.

There is a recording feature that copies each step of a task. You can automate every process via this recording. It's a cool feature that helps you define the variables.

The software has an excellent UI; it's very user-friendly. The drag-and-drop options are some of my favorite tools, as they speed up the process, and I find that UiPath offers a solution for all kinds of automation.

Its ease of use is valuable. For building an application, if I give this product to a newbie, he or she would be able to easily use it and build an application with minimum knowledge. No extra training is required. Its features are self-explanatory, and anyone can understand them, which is the main feature of this product.

The UI Explorer in the UiPath Studio is valuable. We can get a unique and dynamic selector for every element in the UI, which is helpful for me in finding out a particular UI element. Most of my automations have had UI interactions. So, I found it the most helpful feature.

Orchestrator lets us see the entire process across various department units so that they can see the separate tenants and units. The application can multi-task to handle processes even when we have a long queue. If the queue is piling up, we can assign multiple robots to clear the queue quickly. We can find the ETA for the queues and everything inside Orchestrator.

I have worked with other automation tools and UI Explorer is the standout feature of UiPath. For web-based applications, we can interact with every HTML element, from head to tail. UI Explorer is a valuable addition to UiPath for creating complex, web-based automation.

And the UiPath user community is the best. The people there are very friendly and helpful, and engage with each other. UiPath has done a good job building a good forum and a good blog, and making the community members interact with each other. The community is one of the reasons UiPath is my choice. It is a strong community.

To build automation using UiPath is fairly simple. The studio is quite easy to use. Even now, with the community edition, it’s great.

REFramework... is a pre-defined template built with proper exception handling and logging activities. Those aspects help developers to develop code properly.

The Automation Cloud service helped decrease time to value. Rather than focusing on infrastructure, our focus is purely on finely automating our computers and development.

One of the features that I like is that the bot will continue to work on other tasks, even if one task is blocked because it is waiting for user input.

UiPath makes you more productive because it comes with a lot of drag-and-drop features. You don't need to know the APIs to access particular elements on the screen.

They are providing an architecture that is really amazing.

The return on investment is really good

The most valuable feature of UiPath is if you set a form and there's an interaction with the user, it's easy and fast to build than the other RPA tools. Additionally, it is simple to use the connectors.

Designing a chatbot would usually require some language coding and it would have to be deployed with certain front-end languages. But UiPath gives us the ability to automate this functionality with drag-and-drop features. That is the very best part, where UiPath is doing an amazing job.

UiPath is also the best tool for a beginner or someone who has no knowledge of programming. It is easy to learn quickly and to understand. You can get working in it much more quickly than if you had to acquire a programming background.

It had pre-built integration with the scanning solution that we use called Kodak Alaris. They use our current scanners to scan in the documents, and then they have the software that allows you to load those documents right into UiPath Orchestrator. That gave us the ability to automate those processes.

The product as a whole is a valuable contributor to efficiency improvement.

Transformational processes are well managed, including exceptions, so that adds to the stability. Also, you can scale out from one bot to tens of thousands, so automation is quite easy with UiPath.

Every project we've delivered that has some sort of time savings to it has had an intrinsic ROI.

The two reasons that we went with UiPath were, one, the learning curve, and, two, the community edition of UiPath, which had everything we needed to dig into the solution. Whereas with the other companies, there wasn't that option. With Blue Prism, for example, we had to buy a license in order to check whether the tool was going to work for us.

People, in their careers, can become relevant again. If they are in a dying industry or disrupted industry, they can get into something that's growing rapidly. If you have a computer, and a decent internet connection, you can have a new career in a fairly short amount of time.

UiPath saves costs for our customers’ organizations. That would just be the cost savings from RPA bots. I haven't really dug into the cost savings of the ancillary products, however. I know that one of my clients is using the test suite now after I had built a proof of concept for it, and they've fully implemented it. I'm sure there's going to be a lot of cost savings there as well.

The solution is very scalable.

My impression of UiPath's stability is good. Compared to some other automation vendors that I've used, I would say that UiPath is more stable and better.

UiPath has helped with data scraping and plugging into websites and combining that with Alteryx. We can attack 90% of our use cases now.

We are seeing many hours saved with respect to automation. Automation should be on every project's agenda.

We are running around 20 bots and have 105 automations in production today. One of our automations saved 25,000 hours. Overall, I'll say we have more than 250,000 hours saved for the organization.

UiPath has enabled us as an organization to perform an array of tasks with more proficiency and efficiency. Automation is very important to our organization now and UiPath has played an immense role.

I'm not worried about the stability of the product. If others are using it in the cloud with much more complicated processes than we are automating, it's not really a concern of mine.

The ability to do citizen development is the most valuable feature. That initiative has helped us to expand it because that gives folks that are closer to the business the ability to develop their own solutions that are tailored to what they need to do, as opposed to waiting for someone in IT to contact them to build it out. Or to wait for a business analyst to provide some type of value metric, but they can actually go and build it themselves.

In UiPath, REFramework is useful for different use cases with predefined code templates. There are well-established steps. There is a step for code marginalization. Similarly, there are separate steps for initialization and processing. For closing an application process, a step is there. So, it is very well modularized for getting the transaction data. If there is one exception or anything wrong happens with an application, it will log the exception in the orchestrator and send an email. It can also close your applications and end data processing. So, everything is well organized and separated, and we can log the exceptions separately in the queues as business exceptions or application exceptions. We can have the complete report of a particular queue.

UiPath has good recording features that help to create automations.

I've contacted technical support many times and they are very helpful.

We had a cost reduction of approximately 20% in our operations.

Previously, nobody could automate the process. The design and implementation allowed clients to handle their own data, for example, for transfers and items like that. We were able to digitize entirely from end to end. Now, the customer doesn't have to come to the bank and they don't need a pen and paper. They just have to log on and fill out the details of their request.

It is a very simple tool to work with for anybody. Simplicity is the best in UiPath. It also has the best community support. If we are looking for any solution, we can directly reach out to UiPath at any point in time.

It has a lot of features, but the ones that I'm really interested in and focused on are the Automation Hub and the Task Capture tool that they have created. Automation Hub helps you in gathering a lot of ideas, and Task Capture helps subject matter experts in capturing the step-by-step processes. It helps them build their SOPs or a document system wherever it is not already available.

The fact that you can scale automations without having to pay attention to the infrastructure for doing so is quite critical. The infrastructure could require a lot of maintenance resources and affect costs, so that feature is quite important.

I have found Orchestrator is UiPath's most valued feature. It has the ability to automate different applications, such as, mainframe automation and Excel macros. It is so efficient. We can download up to seven days back in just one click, monitoring errors.

In addition to savings in time and cost, UiPath further saves us money because of the reduction in human error.

The Orchestrator is quite good because it is a one-stop shop where you can run robots after creating them using Studio. You can create queues, monitor the bots, and if there are any issues then you can debug them at the Orchestrator level.

The solution reduces human error significantly.

The solution is user-friendly and has great training materials available.

UiPath is much easier than the other solutions when you are developing complex processes.

The most valuable feature that we are using is UiPath Apps because it makes it very easy to implement tasks.

The desktop Assistant tool provides a personal automation launchpad so that you can easily access and run automations. That's important because you don't have to go to someone every time you face a problem, or every time you have to run an automation process. It helps make you independent so that you can do your own tasks.

We use UiPath’s selector technology to automate processes with dynamic interfaces. We extract data from multiple websites, collecting this data. Because there are different websites, interfaces, and scenarios, my team chooses some dynamic selectors to make it perfect and accurate. If we don't apply dynamics selectors, then we cannot use UiPath in our organization because we have a lot of use cases where we collect data from multiple websites. Dynamic selectors are easy to use and debug. This is the reason that dynamic selectors are very useful for our company.

We used the AI Fabric functionality in one of our projects. We had to categorize users' reviews based on the sentiment scores. Everything was already available, including the model. So, we just have to click on all those things from UiPath now.

When it comes to reducing human error, another name for UiPath could be 'Error-Free Applications.' Humans can make errors while doing their jobs but robots cannot do so as they always do that which they are instructed to do.

They have recently come up with new features, like Document Understanding and AI fabric, which we have also started to use. These are helping us a lot with unstructured data extraction from invoices.... This is a great feature which is built-in.

They have also recently added a feature for attended automation, Picture in Picture, which is also nice to have. It's helpful because you don't want to just sit back and let the bot run and not work during that attended automation. Using the PiP feature, you can have it running on your desktop without having to interrupt it to your work.

UiPath continues to add services to the Portal. It is fairly important that they are all managed from the same place because it is a single point of access, which was a factor that really played into our choice of vendor, UiPath. We use Automation Hub to sort of collect ideas and discover what ideas are good for information, then we use Orchestrator to manage them once they have been developed.

We are using the solution's selector technology for UI automation. That is the most important feature for us. For example, one of the applications in our company is being updated day by day, by the development team. We use selector to make it dynamic.

Once we deploy the automation into the production, our manpower has been reduced so there are only one or two people needed for the backup. The rest will be taken care of by the automation itself. So, there has been a drastic reduction in our workforce.

if you are a business user, even if you don't have a technical team, you can install the second version of the Community edition, which is StudioX. This is specifically made for business people who don't have a lot of ideas about technicalities. This is a great feature.

It is a single point of truth. There is no discrepancy or ambiguity. We can go to the leadership team, and say, "This is what it saves us on costs, man-hours, and effort that we used to do manually versus what we are doing now using the bots."

Being able to customize this is extremely helpful for us because we have other attended automation processes, and they can each be tailored to the needs of the business.

The fact that we have the opportunity to access all of our services without any requirements from our side suits us very well.

The speed is much better because we're doing it on the cloud. With other solutions there were network problems, but in UiPath I have found that network connectivity is much stronger when transferring data from the back end to the front end. It is much faster.

I like the document understanding feature. It gives us more accuracy.

The ability to use APIs within UiPath is really helpful. The web scraping is really great. It's so easy to use, it's very intuitive, and it's usually pretty consistent. When web pages change you need to update it, but it makes it quick. If you need to do another quick process, it's really easy to get it quickly and set something up. I can just scrape data from a website and save it somewhere.

The most valuable aspect of UiPath is the fact that it's a low-code platform. Being able to use a low-code platform really lowers the barrier entry of introducing automation. Normally, you fill in a request to go to IT to get a development resource allocated, and then you spend six months trying to do a project. Because UiPath is a bit of a platform, you can quickly, within weeks, start to knock off automation and get it checked and then successfully deployed. The low-code development environment is key for us.

Regarding the ease of building automations, I'm not sure how it's done because I'm not a programmer myself, but it's great. Just looking at how fast they moved once we had the program settled in — it was quite fast. For this particular process, which is assembling a document, talking to DocuSign, sending out emails, and so on, the deployment of production was like "today." It was quite quick.

It enables us to provide new services, e.g., our use case is something that we could not have delivered manually. Now that we use the robot, it is something that we can offer to clients. Therefore, it has helped us expand our scope of services and offer to clients more competitive fees.

Since we are getting information out to folks faster, they can spend the resource time needed to determine the best approach for what to replace it with, or if we need to work with a sales rep. It ensures that our staff have the best tools to do their job faster.

UiPath's ease of use for automating our company's processes is a five out of five. We have found it very easy to talk to them, identifying what can be done along with the potential use cases. They have been very good at guiding us through what is realistic at this point, how their robots could help us save time and improve accuracy, and how our users can engage with their robots, e.g., ensuring that users engage with the robots and use their product.

Attended Bots have been star cases as it totally removes dependencies of user literacy to know the application.

I found the UiPath Academy very valuable and it has helped us to understand the product we are working with.

Scraping data from the application using OCR and other text validation features is amazing in UiPath.

The most valuable feature that UiPath has is the ability to be able to use .NET functions.

Technical support for UiPath is great.

The drag and drop interface of Studio is very valuable as it minimizes the development time.

UiPath is easy to use with very simple drag and drop functionality that allows you to automate processes without knowledge of coding.

The inbuilt RE Framework makes development easier and fast.

From jobs that require reading and processing emails, to jobs that require scraping information from web pages, this tool allows us to do anything that can be done by a human.

StudioX allows me to build simple automation projects without the need to engage our development team.

The tech support that UiPath provides to the licensed user it is really helpful. There were some scenarios when my issue was resolved within 24 hours. Also, I like the constant updates that UiPath provided to us.

We are using the RE framework and it's very helpful for delivering the product on time.

I can easily get support from the UiPath forum and through the mail.

The most beautiful activity is sentiment analysis, where we can predict the good reviews and the negative reviews.

The cloud deployment option is particularly attractive to some customers for its flexibility and scalability, along with customary thin client advantages.

UiPath is great for desktop automation because it integrates well with applications and we are able to tailor selectors to our needs.

There are a number of activities available in the UiPath Studio, which are enough to automate all types of tasks.

The employee's productive hours increased and they were able to handle more transactions and focused on better quality work that needs human intelligence.

The community is what I like most in UiPath and I think that without it, the solution would be hard to learn like Blue Prism was in its earlier years.

UiPath RPA needs very little coding knowledge, as designing software robots is done largely using drag-and-drop.

Smooth integration of OCR, which is very quick, is a useful feature.

Quality of life improvements such as the multiple assign activity and more recently, the ability to change arguments to variables and vice versa are very appreciated.

The most valuable feature is the simplicity of the Studio software.

The training available in UiPath is really awesome and the material makes you automation-ready so that one can work on real-time projects.

UiPath has helped to make all of the internal business processes lighter, enabling my company to save costs in time and speed for all of them.

This ability to customize what we need has really opened up opportunities to automate programs that otherwise would not work properly.

The most valuable feature is the ability to stop the process after it has been started by an individual user.

The most valuable feature is the ability to extract structured data, as this is an essential part of the bots that we create.

The most important feature of all is the UiPath community and the forums, as they have helped me with countless questions!

Robots take care of tedious and repetitive tasks, where humans concentrate on critical decision making.

I am able to get answers on issues regarding UiPath in the Forum and I can also automate faster because of the reusable components available in UiPath Go!

OCR technologies and computer vision (CV) technologies work very well and produce quality results.

The UI Explorer can examine the underlying structure of the application's user interface.

The AI is also far more advanced than other similar tools, and it is free, which makes it a better product.

This solution is intuitive, user-friendly, and has a specific framework that allows for quick robot deployment.

Once the robots are ready, the scaling of the workforce can be as easy as multiple clicks to add additional workforce for the same task.

Computer Vision using Microsoft and Tesseract are pretty useful.

The most valuable features of UiPath are the drag and drop activities.

I appreciate the simplicity of the interface as I am learning to be a developer.

Our consultants have been able to go through the training videos and pick up the ability to build their own automations.

The most valuable thing about this solution is that it is easy to develop and easy to train everyone how to use.

The most valuable features are PDF, Excel automation, and web scraping.

The most valuable features of this solution are that it is powerful and easy to use.

The solution is quick and easy to implement. It's fairly easy, and it means clients don't have to get IT involved.

The most valuable feature of this solution is the ease of deployment.

The best thing about UiPath is that it is fairly easy to understand and learn how to use it.

It is really easy for people to learn the basics and the learning curve is not steep.

This solution saves us time in all areas.

The most valuable feature in Orchestrator is that it stores the credentials in a safe way.

Customer support is a bright spot and helps give users confidence in the solution.

I think the most valuable feature is being able to run processes in an unattended way where we can schedule them, and then have the report sent to the process owner's inbox in the morning.

The democratization, automation, and attended automation, all of these are pretty good features. Those are all good value add to what it was there previously.

As we are mostly using unintended robots right now, the main value we see is the ability for the solution to take away the redundant tasks. That's the key value. But there's tremendous potential in the attended or hybrid model. The value I see there is allowing people to automate partially or at a time. And whether that's something that we've identified clearly now or something that we look at in the future, I think that lives in the attended or hybrid piece. It would be nice to just see what more we could do and what more value we could add to the business there.

Unattended robots are my favorite because it allows us to completely remove a process from a person's day.

The most valuable aspect is the different capabilities and features that can be applied to different processes.