Part 9/11:
Enable self-service data access for non-technical users through conversational interfaces.
Support data lineage and governance, generating SQL queries or reports by understanding the data structure and ensuring compliance, especially in regulated environments like banking.
Challenges in AI Integration
One significant hurdle is data security and regulation, especially in RBI-regulated contexts. The organization mitigates this by:
Using data anonymization techniques to protect PII and sensitive information when exposing data to AI models.
Architecting decoupled front ends with encryption keys managed by secure front-end systems, preventing direct exposure of raw data.