Farrago is a cutting-edge AI platform that filters, sorts, and analyses existing data (and new) in order to provide dynamic predictions – all in a user-friendly interface. Farrago can benefit your business by predicting the future, for example potential new customer profiles or demand for certain products. By understanding the historical data you already have, and using Artificial Intelligence, you can make better decisions without bias or predetermination. Where companies with money and time to burn can recruit data scientists and software engineers to build algorithms that make sense of all the complexity, Farrago automates large parts of the data scientist role. Most importantly, it empowers non-technical users to apply machine-learning algorithms to existing data in a few clicks.
HOW CAN MY BUSINESS USE OUR DATA TO MAKE A PREDICTION?
Traditionally, businesses have invested in employing a whole team of experts to make predictions. Data scientists are only part of the solution. There are also issues of usability and integration with your IT system, and physical workspaces. You will also have considerations such as cost-effectiveness and scalability which is not within the data scientist’s remit. Machine learning models also require a whole heap of computing power to crunch all the numbers.
Farrago saves an organisation thousands of hours by automating several processes that would have been performed by a specialist team.
DATA SCIENTIST VS FARRAGO
Conventionally, the data scientist would examine your raw data for a couple of weeks, assessing the quality, formatting, and suitability for use. Then for each of your prediction requests (for example a sales forecast or potential customer profile), the data scientist would develop an algorithm. The data is then reformatted to suit that algorithm. So a lot of time is spent researching the data, developing the algorithm and re-formatting the data for each use. Then, how to integrate the new predictive model with the existing IT infrastructure needs to be figured out to get it live. But Farrago’s automation diminishes the manual aspects of the process, reducing time and costs.
HOW LONG DOES IT TAKE TO PRODUCE A PREDICTION?
Even with the very best team of experts, going from raw data to one single useful prediction can take months of work because there’s just lots of super laborious stuff to do. In fact, data scientists usually spend 80% of their time just on data preparation and engineering. Farrago, on the other hand, can give your business or organisation invaluable machine learning predictions in a few minutes or hours, depending on how much data you have to crunch.
HOW CAN MY ORGANISATION USE FARRAGO?
The Farrago team believes that every organisation should benefit from the power of machine learning, without having to invest in a team of data scientists and expert software engineers. Farrago automates all of the data preparation and data-engineering tasks, so you can get from your burning question to a reasonable future prediction – fast. Farrago has custom pipelines to integrate directly with AWS Sagemaker for training, testing and validating your predictive model. Best of all, you will empower your own analysts and business intelligence teams with data science capability.
With Farrago, the results are robust and comprehensive. Data science superpowers are now all yours – with no coding or PhDs required on your end – it’s even refreshingly user-friendly so non-technical people can use machine learning.
Don’t wait for the future to happen. Try the free Farrago demo for yourself, or get in touch today!