01 PROBLEM STATEMENT

The Friction Killing Customer Onboarding

A leading private sector bank was losing customers at the onboarding stage. New account and loan applicants faced a 5 to 7 day KYC process: documents collected at branch, manually verified by officers, checked against CIBIL and CKYC registries by hand, and watchlist screening done inconsistently or skipped under volume pressure. Every step was slow, error-prone, and impossible to audit end-to-end. Competitors offering same-day digital onboarding were winning customers the bank could not retain.

02 CURRENT CHALLENGES

KYC and Onboarding Challenges

03 SOLUTION OVERVIEW

STAR’s Approach – AINE KYC Automation Agent

STAR Systems and IBM Technology Expert Labs deployed the AINE KYC Automation Agent an end-to-end onboarding agent that handles document ingestion, OCR, bureau checks, CKYC registry matching, deduplication, and watchlist screening automatically. Genuine edge cases escalate to a human review queue with a defined 2-hour SLA. The agent connects to the bank’s CBS via Finacle/BaNCS/Flexcube adapter – no core banking migration required.

04 WORKFLOW PROCESS

Step-by-Step: How the KYC Agent Onboards a Customer

Step 1 – Document Ingestion: Customer submits KYC docs via portal, branch, or mobile. All formats accepted.

Step 2 – OCR and Extraction: Agent reads and extracts fields from Aadhaar, PAN, passport, and supporting docs with confidence scoring.

Step 3 – Dedup Check: Agent checks for duplicate applicant records across the bank’s CBS database before proceeding.

Step 4 – Bureau and CKYC Lookup: Automated CIBIL/Experian pull and CKYC registry match via CDSL or NSDL API. No manual step.

Step 5 – Watchlist Screening: Applicant screened against Dow Jones or equivalent watchlist every time, without exception.

Step 6 – Approve or Escalate: Clean cases auto-approved and pushed to CBS. Edge cases routed to human queue with 2-hour SLA.

05 KEY FEATURES

What the Agent Does

End-to-End Onboarding Agent:

Single agent orchestrates the full KYC journey document ingestion to CBS write without manual handoffs between teams.

Automated Bureau and CKYC Checks:

Pulls CIBIL and Experian scores and matches CKYC registry via CDSL or NSDL API automatically on every application.

Watchlist Screening – Every Time:

Dow Jones or equivalent screening runs on every applicant without exception, eliminating the inconsistency risk of manual processes.

Human in the Loop for Edge Cases:

Genuine exceptions escalated to a managed human review queue. Agent escalation SLA: 2 hours. Officers handle only what AI cannot resolve.

CBS Integration – No Migration:

Connects to Finacle, BaNCS, or Flexcube via standard CBS adapter. No core banking changes required.

Applicant Communication Gateway:

Email and SMS notifications sent automatically at each stage. Applicants get real-time status without calling the branch.

06 BUSINESS OUTCOMES

What Changes After Go-Live

07 REAL-WORLD SCENARIO

A Day in the Life – Before and After

08 ROI AND VALUE JUSTIFICATION

Why this Numbers Work

09 NEXT STEPS