As an Enterprise you are acquiring and generating heaps of data every second. Generation of accurate insights and development AI/ML models often depend directly on the quality of Data. AI systems are only as good as the quality of data they are trained on. Poor data quality can result in unreliable AI models that produce inaccurate, incomplete, or biased results. But you are not alone in facing such a challenge; there are numerous small, medium and large-scale enterprises that are facing this challenge just like you are.
Before we get into the details of how it works, here’s what you can get done with our Data Sentinel in a matter of minutes:
Identification of critical data elements
Source data systems and metadata are identified, which result in identification of data elements
Profiling and reporting
The platform ensures that the data being profiled is complete, valid, accurate, consistent, and conforms to standards laid out by the enterprise
Integration with data pipeline
The Data Sentinel plugs into your ETL/ELT pipelines and enables rules to be exported from them. The platform is also designed to scale automatically, depending on the size of your data sources.
Stewardship and governance
We are firm believers in the benefits of data stewardship and governance, and that’s why, we’ve integrated these principles in the Data Sentinel. You can configure rules that perform actions on critical data elements, access reports based on your data and prep the data for cleansing. All this takes place through a rule-based approval process.
Cleansing
This is where everything culminates. You can cleanse your data based on a set of rules that can identify inconsistencies in data, and perform actions based on machine learning algorithms. If it’s patterns that you are looking for, you can introduce them as identifiers as well.
The Data Sentinel by Prescience is designed to be a self-service platform that brings the power of machine learning to your data strategy right at the beginning of the journey that your data sets out on.
Schedule a demo of the platform with us to see it all in action. You’ll be surprised at how we have made such a complex process, so simple. And did we tell you that everything in the platform is configurable to your business and data needs?
CASE STUDIES AND WHITEPAPERS
TESTIMONIALS FROM OUR CLIENTS
"Prescience is our trusted partner for our data-related initiatives. They built our data warehouse that houses gigabytes of data that we produce every month; it has been serving us well without any downtime. They also enabled us in creating our BI system, which is the key information source for all the business users in our company. In addition, they have also helped us with various other data analyses requirements. The team has been working closely with the various business teams to take care of their data requirements. Overall, we are very happy to have such a reliable partner to help us during our rapid growth phase."
“The Prescience Team did a great job in helping us to move into a new modern Data-warehouse on a cloud platform, which took care of our enhanced features and performance requirements. They also helped us build an initial merchant churn model that provides early warnings to the sales team. We found the team highly professional & skilled and they provided quality output within strict timelines.”
“Prescience team has provided insight through their analytics solution, the key enablers that affect the performance of our Channel Partners. Your team did an excellent job and the solution met our business requirements. It was nice to see them engage deeply with us to understand the existing system and issues to provide a solution that would be useful for us.”
“Prescience is a preferred partner for us and has helped on a wide range of high-priority initiatives – ranging from Strategic business reporting, Deep-dive problem solving and Advanced Data Science.”
WE ARE PRESCIENCE
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