Challenge
A mid-sized financial services company faced mounting challenges in their loan approval processes. With customer expectations soaring in the digital era, the manual, time-consuming approach to evaluating applications had become a critical bottleneck. Loan approvals took up to three days, leading to significant customer drop-offs and lost revenue opportunities.
The company sought a solution to streamline this process while ensuring compliance with stringent regulatory requirements.
Our Approach
Technohandz partnered with the client to design and implement a data-driven solution tailored to their needs. Our approach included:
- Centralized Data Integration:
Built a unified data platform to seamlessly consolidate information from credit bureaus, banking systems, and document management platforms using AWS Glue and Snowflake. - Real-Time Data Pipelines:
Designed and deployed automated ETL (Extract, Transform, Load) pipelines to validate and transform data in real time. - Automated Risk Assessment Models:
Incorporated AI-based credit scoring models to evaluate applicant risk instantly, reducing dependency on manual reviews. - Regulatory Compliance:
Embedded robust governance features to ensure all processes adhered to data privacy laws like GDPR and local financial regulations.
Outcome
The transformation delivered remarkable outcomes:
- Reporting Time:
Reduced from 2 days to real-time insights, allowing advisors to respond to client needs instantly. - Advisor Efficiency:
Freed up 15% of advisor time for strategic client interactions and decision-making. - Client Satisfaction:
Scores improved from 75% to 95%, enhancing retention and generating new business opportunities.