Robotic Process Automation (RPA) Computer Vision Reviews

Showing reviews of the top ranking products in Robotic Process Automation (RPA), containing the term Computer Vision
Automation Anywhere (AA) logo Automation Anywhere (AA): Computer Vision
Madan-Divvela - PeerSpot reviewer
SGO - IA Practice Leader (RPA, IPA, AI, ML), Data Science at Zensar Technologies

There is room for improvement; with the overall architecture as it is tightly coupled. Everything is coupled with the Control Room of the overall product architecture.

When I look at the UiPath product, where they have a mostly combined architecture and development environments. It should be more loosely coupled, but both products have advantages and disadvantages. 

The overall product in Automation Anywhere is good, but they need to improve a little bit on the overall architecture side.

Integrations should be included with the analytics platforms and third-party SAP, enterprise-level applications, as well as if there are any built-in connectors where you can connect with the ERPs to automate the required teams. 

There are ready-made connectors available, which will help to democratize automation across the enterprise with various customers across the globe.

They should include integration with not only analytics but also analytics and enterprise applications, as well as advanced AI/ML features. It's not just about the IdP; some AI/ML features should be available. Aside from computer vision, NLP, NLU, and NLG, as well as a variety of other advanced features, should be included.

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Yasser - PeerSpot reviewer
Chief Executive Officer at Imbassy

The most valuable feature for me is the power of AI Technologies involved in Automation Anywhere's IQBot such as Natural Language Processing, Computer Vision, Fuzzy Logic, and Machine Learning to automatically classify, extract and validate information from business documents and emails, I also like the Bot Insight to analyze and optimize the processes, I also like the visual flow charts and the drag-and-drop actions, I like the cloud infrastructure and security and the lightweight web-based architecture. 

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Blue Prism logo Blue Prism: Computer Vision
EE
RPA System Engineer at a comms service provider with 10,001+ employees

Blue Prism could improve by having better integration with Computer Vision.

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UiPath logo UiPath: Computer Vision
Fatih Arpas - PeerSpot reviewer
IT Director at GarantiBank

There are a lot of really useful features in UiPath including the Orchestrator and the Studio.

The Orchestrator is one of the main tools that I use because I like to help orchestrate the bots. It is the heart of the tool and it gives me a lot of flexibility to automate or manage bots that are in the field. The Orchestration Server is one of the most important features and when you perform a deep dive, you see that it has a lot of functionality. It's great.

The Orchestrator has other features such as computer vision, AI, and machine learning, and it complements the bots and the Studio.

UiPath integrates well with Elasticsearch, which is a great search engine. ElasticSearch is more capable than UiPath for searching logs. I'm filling the gap in log reporting using ElasticSearch, where I'm feeding the logs into it and then creating dashboards, or using the analytics parts of ElasticSearch and Kibana.

The UiPath Academy is a very valuable component of this solution. Many of our employees have used the courses. With it, a person who has a little bit of an analytical mindset can easily learn to do many things. If somebody is willing to develop themselves in RPA, the UiPath academy is more than enough to do so. They will understand the components that make up the ecosystem. The academy is very good, well constructed, and has a lot of labs and exercises to help one learn the system by themself without any help, and very easily.

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SM
Manager and Lead - Digital Center of Excellence at a consultancy with 1,001-5,000 employees

One of the 2018 projects was built using version 18.2. We then got a report from users that it was not working. Most of the time, it failed on multiple use cases. When we took the process from the owner to repair and troubleshoot, we found that many packages were not being recognized by the new version, which is 2020. So, we had to upgrade to the latest package, then do a repair. It took a good amount of time for us to repair the package. We had to go back to the UAT environment, then do testing and get approval from the UAT. We then had to sign-off and deploy pre-production and post-production Hypercare. So, the automation cycle being repeated by almost 40% is quite costly to the business, but this is rare.

The vendor had already noticed these things were a big pain for us. With the recent versions, 2019 and onwards, the compatibility between the activity and packages is there. Prior to that, there were some issues. The UI automation package was the one that was mostly affected. Many people who were early adopters of UiPath observed or experienced these kinds of issues.

Sometimes, when we are using Remote Desktop automations, we may need to use a different approach along with the AI functionalities. For example, if I need to recognize the object on the screen, which I cannot do using native methods, then along with the AI functionality, I may need to have a backup method, such as the OCL methods along with AI Computer Visions. This ensures that it works robustly and my solutions deliver 100% results without any manual intervention. In such complex scenarios, we are using AI features along with multiple methods for the backing up of the AI features. We have to ensure that if something goes wrong with the AI features then we have another method which will ensure, if A fails, then B will back up our solution's process as expected.

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Geetishree Rao - PeerSpot reviewer
RPA UIPath Trainee at a non-profit with 11-50 employees

I've created an app for conversions and exchange rates. Every day I need the exchange rate of a certain currency and I use the API free exchange and UiPath.

It's also used for the reconciliation of invoices.

I've used it for the creation of an onboarding bot for employees to be onboarded onto a website with a remote system. I used AWS and a virtual machine and created a Google Form from there, and used UiPath's computer vision to do onboarding activities and extract data from files. PDF files can then be entered into the remote system. UiPath can be used to fill the forms.

It can be used for web extraction tasks as well, for example, for booking flights, where you can extract the flight details for particular search criteria and place them into an Excel sheet.

It can also be used to extract data from invoices in order to populate an Excel sheet, for a portable format. I've created a process that used documents as a learning model and extracted the invoices, using logic to output the transactions. 

Another use case I tried was extracting data from Amazon based on exact data. The same can be done on Linkedin using the Linkedin API. I'm fine-tuning and extracting data, putting the outputs on Google Sheets.

I've experimented with many use cases and automated many processes. 

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MS
Application Development Specialist at a tech services company with 10,001+ employees

UiPath has helped to improve our organization in several ways. Prior to UiPath, the company was using legacy methods of automation. These were time-consuming and required that more code be written. With the ease of use and speed at which automations can be developed using UiPath, the company is bringing on new clients and therefore, more business.

UiPath and the automations that we create help us to better utilize our resources. For example, a manual task that used to take between seven and eight days can be completed in one or two days with automation.

This product is bringing new clients to the business and nowadays, all of our clients require something to be done in the domain of robotic process automation. 

With respect to ease of use and building automations, UiPath is very good. I would rate them at least a four out of five in that regard, especially when compared to other products on the market. The ease of building automations makes them quick to create and it can be accomplished by people in the business sector.

UiPath enables and helps us to create end-to-end automations, and it divides all of the subtasks up in a good way. For example, monitoring processes is different from developing code, and each of these is separated such that they are independent, but we can link them together for the benefit of the process. This is important because I am a complete process developer, so having all of the different subtasks available in one tool allows me to best develop automation for our clients.

This solution has helped to decrease our time to value, which is something that is evident when you look at the automation we were doing previously. Our technologies included Python, VBScript, and other ways. These approaches took more time to develop and are a little bit more complex. With the help of this tool, it takes less time to build the same automation. It allows us to focus on building the logic and algorithms, without having to deep-dive into things like syntax. By allowing us to focus on the business logic for each process, it leads to significant time savings.

We use the attended automation feature and it helps us when it comes to tasks that require interaction between user and application, such as the necessity to enter credentials. It is quite helpful, in particular for BPM processes, and this is something that is important to us. The typical case is when somebody is doing repetitive work as part of their task. In other words, they are working on one task, and the bot is working beside them but needs the occasional input from the user. In these processes, the bot is doing 80% of the work and the user is doing the remaining 20%.

We use the AI functionality because it makes it feasible to automate processes that are quite complex. For example, Document Understanding and NLP from the UiPath Cloud are things that we use. 

The AI features enhance UiPath's capabilities and allow us to automate more processes overall. Previously, when we were doing a specific task, we may not have been able to fully automate it. With the help of AI, we can do more.

In previous iterations of our bots, before the AI features were used, we were not able to get all of the information that we needed from PDF files. This is specific to certain use cases, to present an example. The AI functionality generally gives us more data, whether from document understanding, computer vision, or otherwise.

UiPath has helped to reduce human error because the bot is doing everything and eliminates the opportunity for people to make mistakes in the process. UiPath has had a positive impact in this regard, although we have had successes with other similar tools as well.

UiPath and automation have helped to free up employee time and nowadays, they are more creative because of it. With many of their tasks automated, they have time to work on things that are more creative and have a higher value.

For example, for a task that used to take an employee 10 hours, they are now spending between three and four hours on it. In the remaining six hours, they can be more productive and work on more important tasks. This not only helps the employee but adds value to the company as well.

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PN
Manager at a tech services company with 11-50 employees

The only way you're able to show true value with an automation program is if you automate something end-to-end. UiPath does end-to-end automations and, among all the other tools that are available, UiPath is the leader in end-to-end automation. 

In addition, they're growing their platform. It's no longer just an RPA program. It's a platform that gives you capabilities like AI, Computer Vision, and chatbots. It's not just about task or process automation, it's about the end-to-end life cycle. Previously, if you wanted to do a chatbot integration, there was no end-to-end solution for it. Today, UiPath offers direct integrations with chatbot services and direct integrations to some level of AI analysis on your processes. No other provider today does any of that. If you get into specific, end-to-end scenarios, UiPath certainly is a platform that allows you to achieve that end-to-end automation.

UiPath's AI capabilities are pretty good. Computer Vision is their AI functionality that helps you look into images. If you're automating inside a Citrix environment, for example, you really can't access the usual selectors or data boxes or text boxes. It's all an image. We had to do an automation in such an environment, and we used the AI capabilities of Computer Vision to build dynamic selectors. That was beneficial. I don't think any other vendor currently has that capability. The way they've implemented AI is not just a buzzword. They've really applied it in the Computer Vision feature.

And when it comes to the UiPath user community, nobody would be able to do implementations without it. It's a lot like Stack Overflow, but for RPA. It's a very strong community and it helps anyone who is doing development, management, initialization, et cetera. 

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ShyamSridhar - PeerSpot reviewer
Associate Director at Techwave.

OCR Tesseract, by default, is the good OCR search engine to extract data from a digital PDF. For any Unstructured document with a normal noise, background letters, either UiPath Document Understanding or AbbyyReader fails to extract the exact values. Very difficult to depend on Computer Vision too as a third party tool for small to mid-range business purpose. Hence, a combination of AI/ML with a good OCR Engine is required for UiPath to go forward.

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Guhan Eshwar - PeerSpot reviewer
Assistant Manager at FirstSource Solutions Ltd.,

The most valuable feature in UiPath is the UI interaction with UI Explorer. 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.

The AI Computer Vision and Orchestrator are also outstanding features. They make it very easy for developers.

In addition, the introduction of drag-and-drop APIs to UiPath enhances the development processes and decreases the time it takes, as well as the processing time. For example, if you wanted to read an email from Microsoft Outlook using UiPath two years ago, it would take about five steps or activities. Now, with the Graph API within UiPath, you can read an email message from Outlook within a span of five to six seconds, maximum. This API functionality is pretty easy for us to handle.

Along with this, UiPath also introduced Orchestrator access via API. It's not mandatory to log in to Orchestrator to create an asset manually in UiPath. Rather, you can use the Orchestrator API to call a bot process and the assets. This API functionality helps developers to develop components effectively, as well as reduces bot processing time drastically.

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Issac Paul - PeerSpot reviewer
Automation Engineer at a manufacturing company with 10,001+ employees

Excel automation is extremely reliable. Excel integration is one of the top features that I have been using. We also have a feature called Document Understanding for processing the PDF format of an invoice by a bot. It has the capability to scan an invoice and then pick out the required fields, such as the name of the vendor, the details of the products being sent, or the cost of the product. There is an AI functionality that allows a user to program the required fields to be extracted, and the bot automatically follows those rules and extracts the data. Therefore, the AI functionality of Document Understanding is another important attribute that I personally like about UiPath.

I also like the Computer Vision functionality, where UiPath provides image processing abilities for robotic process automation. This provides a big advantage because images can be automatically processed without involving any additional tools. With an API, we can automatically link the Computer Vision engine and start extracting and processing images at a quick rate.

UiPath is a low-code platform, or mostly no-code platform, where coding is minimal. We can drag and drop all the required steps and then develop a bot in very less time. I am good at programming, but even a user who doesn't know programming can easily pick up the tool. The ease at which anybody can learn it is quite high. Overall, it is a 10 out of 10 in terms of usability. It is really easy to use with the tutorials that they have in place. Everything about it is quite simple.

We use Orchestrator to keep a track of all the robots that are deployed, monitor the logs, and deploy the robots on the runner machines. We use Orchestrator to upload the bots from Studio to the cloud and then deploy them to runner machines across our virtual machines. Once a bot executes, we get the logs, and if needed, we can monitor them to check that the processes are coming in smoothly. In case of any failures, Orchestrator also has the functionality to re-execute the process. So, we are utilizing the cloud to a greater extent for managing our robots.

The UiPath community is wonderful. It is one of the best communities where we can get a solution for any question that we post in a matter of minutes or hours. Whenever we post a question about any doubt or a bug, someone from the UiPath support team or community replies. Their knowledge is useful for other users who might face the same problem in the future. They have an MVP promotion where if I answer more than 100 questions, they provide us freebies or maybe certification vouchers. That's a good thing that they're doing to grow the community. I'm really enjoying the community members' involvement as well as their support shown during any problems that we face. I have also used Power Automate, and the community support of Power Automate is not that great, but the community of UiPath is very responsive.

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Noel Neuwirth - PeerSpot reviewer
Reliability and asset management architect at Skookum Contract Services

AI Computer Vision has been great because it works through VMware. It's able to see the elements through the VMware window on the government system that we interact with.

UiPath's user community is great. I get a lot of answers and am able to talk to folks who know the products and can provide support directly.

The UiPath Academy courses are an easy way to learn how to use Studio.

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WorkFusion logo WorkFusion: Computer Vision
Shamus Cardon - PeerSpot reviewer
IT Engineer III at a healthcare company with 10,001+ employees

Their OCR package has been alright. I have played with the Microsoft Computer Vision packages, and this tends to do better on certain things, like handwriting analysis. In terms of ease of deployment and integration into the rest of the platform, it definitely provides advantages with ABBYY, which is what we use in WorkFusion under the hood.

We have explored some Microsoft solutions, but they aren't exactly complete parallels to WorkFusion. They just allow similar things. Where they often fall short is ease of deployment and integrating separate parts. For example, in Azure, I can set up a database and a process that will read from the database trying to link that into a machine learning algorithm. Linking that again to a document tagging type of setup would be tricky to do. WorkFusion allows for relative ease when linking all those separate portions.

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Fortra Automate logo Fortra Automate: Computer Vision
John Helbert Gonzalez Torres - PeerSpot reviewer
Automation Architect at Credibanco

This tool has machine learning and voice recognition and computer vision, which are both quite useful aspects. These aren't available in other tools. It's a good addition to this tool and it gives the solution an edge on the market.  

The initial setup is easy. The deployment doesn't take too long.

Technical support is helpful. We use them a lot and they are quite responsive. 

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Jiffy.ai Automate logo Jiffy.ai Automate: Computer Vision
AM
Digital Project Manager at a aerospace/defense firm with 501-1,000 employees

The most valuable feature is the computer vision or OCR. That has a lot of use cases in real life. A lot of man hours can be saved, as we've seen in the finance processes and also in my future use cases. The feedback I have gotten from the team is that the OCR is quite powerful. I'm really looking forward to that.

For the finance processes, from what I know, Jiffy integrated quite well with the Oracle system. Most of the finance requests have been taken care of. It handled the integration pretty well.

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