DataRobot vs. UiPath Automation Platform

DataRobot can be used for risk assessment, such as predicting the likelihood of loan default. It can handle both classification and regression tasks effectively. It relies on historical data for model training. If you have limited historical data or the data quality is poor, it may not be the best choice as it requires a sufficient amount of high-quality data for accurate model building.

Incentivized

UiPath Automation Platform is well-suited for automating repetitive and time-consuming tasks such as invoice processing, data entry, and report generation. By using UiPath Automation Platform, employees can focus on more strategic tasks, which leads to increased efficiency. Additionally, UiPath Automation Platform is highly effective at automating rule-based processes, such as financial processes like bank statement reconciliation, account payable, and account receivable processes that follow a set of predetermined rules.

• DataRobot helps, with algorithms, to analyze and decipher numerous machine-learning techniques in order to provide models to assist in company-wide decision making.
• Our DataRobot program puts on an "even playing field" the strength of auto-machine learning and allows us to make decisions in an extremely timely manner. The speed is consistent without being offset by errors or false-negatives.
• It encompasses many desired techniques that help companies in general, to reconfigure in to artificial intelligence driven firms, with little to no inconvenience.

Incentivized

• UiPath is very simple to learn.
• Any type of application can be automated (Desktop Application, Web Application and also applications reachable only via remote technologies such as Citrix, Remote Desktop and so on).
• The writing of a process code takes place entirely through the use of objects. In the event that there were no objects capable of solving a particular problem, it is possible to use some languages of the .net platform such as: VB.net, C#.
• It is easy to scale the solution by adding more robots to run a process in case the solution requires more performance in the future.
• It can also be used by functional analysts to design the flow to be automated.
• An academy is available online where basic and advanced courses can be taken. It is also possible to take a completely free basic certification.

Incentivized

• The platform itself is very complicated. It probably can't function well without being complicated, but there is a big training curve to get over before you can effectively use it. Even I'm not sure if I'm effectively using it now.
• The suggested model DataRobot deploys often not the best model for our purposes. We've had to do a lot of testing to make sure what model is the best. For regressive models, DataRobot does give you a MASE score but, for some reason, often doesn't suggest the best MASE score model.
• The software will give you errors if output files are not entered correctly but will not exactly tell you how to fix them. Perhaps that is complicated, but being able to download a template with your data for an output file in the correct format would be nice.

Incentivized

• As I mentioned, Excel automation is not very effective, there are a number of packages to add, but there is nothing as smooth as a good macro.
• Working with selectors is certainly challenging and UiPath does a good job with that, but there is room for improvement since the interface could be smarter in selecting the right attributes and warn the user if something is not properly setup.

Incentivized

DataRobot presents a machine-learning platform designed by data scientists from an array of backgrounds, to construct and develop precise predictive modeling in a fraction of the time previously taken. The tech invloved addresses the critical shortage of data scientists by changing the speed and economics of predictive analytics. DataRobot utilizes parallel processing to evaluate models in R, Python, Spark MLlib, H2O and other open source databases. It searches for possible permutations and algorithms, features, transformation, processes, steps and tuning to yield the best models for the dataset and predictive goal.

Incentivized

This platform has so much potential and have been garnering a lot of attention by proving benefits in terms of saving operational and manpower costs. I am sure with minute efforts we were able to achieve our ROI and the same is the case with many of our customers whom we have been working around Digital Automation initiatives.

Incentivized

There are two main reasons with this rating 1. UiPath Automation Platform requires the old school type of Change Weather management, Which actually eats a lot of time to manage and roll out the recent changes. There is not something kind of CI/CD when you are developing the things With UiPath Automation Platform. 2. Very high development and maintenance cost, which actually decrease its usability.

Incentivized

Its a cloud based platform which is easily available and used

Incentivized

It has proved and provided good performance across platforms and technologies.

Incentivized

As I am writing this report I am participating with Datarobot Engineers in an complex environment and we have their whole support. We are in Mexico and is not common to have this commitment from companies without expensive contract services. Installing is on premise and the client does not want us to take control and they, the client, is also limited because of internal IT regulations ,,, soo we are just doing magic and everybody is committed.

Incentivized

UiPath RPA has an exceptional studio interface. It has been a year and so since I am using UiPath RPA. Whether it is some my personal task to scrape information & links from the Journal or find a specific character string from multiple PDF collection using OCR, UiPath RPA has made its roots to our technological ecosystem

Incentivized

Video material supported by text. The training has evolved a lot in the past 3 years to become more attractive. Specific training tracks exist for the different roles in RPA development, where everyone is expected to learn basic development.

Incentivized

The implementation was quick and practical

Incentivized

I've done machine learning through python before, however having to code and test each model individually was very time consuming and required a lot of expertise. The data Robot approach, is an excellent way of getting to a well placed starting point. You can then pick up the model from there and fine tune further if you need.

Incentivized

As compared to other products, we require programming knowledge and concepts to work but UiPath is for everyone. It provides us extensive event logging at various stages and effective exception handling for applications and business. It increases our agility and enhances the overall productivity further by using the source control SVC. The solution that we implemented is also very scalable in terms of incorporating new requirements.

The open source tools require lots of IT effort in order to set up and maintain over time. UiPath is like a complete package and customer service is also active in terms of solving issues arising while automating procession on a day to day basis.

It can be widely used across various departments regardless of platform the product,processes, use cases are build on.

Incentivized

• We have been able to cut costs by not buying leads that we will not be able to sell on
• We have been able to deploy loan eligibility reporting which brought in new business
• We have been able to improve the performance of our credit providers and our partners which has helped to retain business

Incentivized

• We are well on our way to automating our expenses, saving so many hours for project managers and engagement managers.
• Proofs-of-concept excite our clients, though we are yet to make a sale on a project.
• UiPath specifically has incited interest with our apprentices and has led them to join the RPA team.

Incentivized