Key Highlights
- OptiSol collaborated with a leading environmental service provider to automate mortgage loan data processing, enhancing efficiency and reporting accuracy.
- The client faced challenges with complex data, manual extraction inefficiencies, and the absence of an automated pipeline, leading to delays and reporting errors.
- We implemented an automated pipeline for data extraction, validation, and storage, integrated AWS Lambda for accuracy, and developed a Power BI platform for real-time insights.
- The solution improved data accuracy, streamlined reporting, ensured regulatory compliance, and empowered the marketing team with actionable insights for better decision-making.
Problem Statement
01
Data Complexity: The mortgage loan data was highly granular and voluminous, making it difficult to generate accurate and timely reports on loan details and processing.
02
Manual Processes: The manual extraction and uploading of large datasets created inefficiencies, introducing potential errors and delays in the data reporting process.
03
Lack of Automation: The absence of an automated data aggregation and validation pipeline resulted in slow processing, impacting the efficiency of downstream analytics and reporting.
Solution Overview
01
E-Manifest files were automatically downloaded and uploaded to the EPA site at scheduled intervals using a job setup, ensuring timely and consistent data transfer to the platform.
02
A pipeline was developed to extract the downloaded e-Manifest files and upload the data into multiple tables for further processing, with each data file being moved to an archive folder.
03
Aggregate data was stored in specially designed cubes based on multiple dimensions, providing an efficient structure for complex data analysis and reporting.
04
The data uploaded into the base tables was aggregated and validated using AWS Lambda functions, ensuring the accuracy and reliability of the data before it was used in analytics.
05
Customized PowerBI reports were created to provide actionable insights, and the marketing team was trained on how to use these reports effectively and generate new ones for ongoing data analysis.
Business Impact
About The Project
OptiSol collaborated with an environmental service provider to automate the processing of complex mortgage loan data, overcoming challenges related to manual extraction and inefficient reporting. The solution involved implementing an automated data pipeline for data extraction, validation, and storage, along with integrating AWS Lambda for accuracy and Power BI for real-time insights. This transformation streamlined reporting, ensured regulatory compliance, and improved data accuracy. The marketing team was empowered with actionable insights, enabling faster, more informed decision-making and enhancing overall business operations.
Technology Stack
Testimonials of Our Happy Clients
Ken Kisner
Global Head of Digital R&D
My experience has been incredibly positive. They were incredibly easy to work with, even with changing requirements.
They are incredibly competitive, but are only a fraction of the cost of US companies.
They are definitely the most professional of the foreign companies that we were looking into.
Nyswyn K.
Director of Software Development
Our journey with OptiSol has been nothing short of remarkable. For over 7 years, we have partnered with them on our digital transformation, and the results have been truly transformative.
Over the years, we have come to trust OptiSol Business Solutions as a reliable and strategic partner.
Al Bagiro
CTO, Auto Insurance Company
The AI engine was completed on time and trained to 90% accuracy. Their eagerness to learn new knowledge impressed us.
Their team is large to handle multiple projects at once, and likes to resolve challenges as well as learn new things. They also welcome regular communications, and of course, needless to say, develop everything in sprints.
Dan Talken
Founder, CEO, & CTO, My Equipment Library, LLC
OptiSol Business Solutions has shown youthful skill and dedication to the projects. Moreover, they have been quick to implement their solutions without sacrificing the quality of each platform.
We’re constantly impressed with their speed and quality of the development that they achieve on a consistent basis.
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CEO MachineVantage
Exceptional Collaboration and Expertise - A Top-Notch Partner for AI, ML, and Digital Applications.
I have had the privilege of working with an exceptional team of professionals from India on numerous AI, ML, and digital application projects. Their expertise in these domains is remarkable, and they consistently impressed us with their knowledge, resources, and innovative approach.
Rick Tigges
CFO, Bemodo
They are very responsive and able to shift focus quickly as we have needed it for business reasons.
OptiSol Business Solutions has been great at documenting the timeline of the project. They were very responsive and were able to shift focus quickly, as well. They discuss what they’re working on without any issues. So far, there’s no need to improve their service.
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