Multilingual Onboarding Agent AI

Invoked when: a borrower selects or is detected to prefer a regional language at onboarding start — all subsequent onboarding guidance is provided in that language

• –Detects the borrower's preferred language from their initial interaction — either through an explicit language selection at the onboarding entry point, or through the language of their first typed or voice input. Once the preferred language is detected, all subsequent onboarding guidance, step instructions, error messages, and confirmation messages are provided in that language for the duration of the session. Language switching mid-session is supported if the borrower requests it.
• –Provides step-by-step guidance at each onboarding checkpoint in the borrower's language: what document to upload, how to complete the income declaration, what the V-KYC session involves and how to prepare, what the loan agreement summary means in plain language, and what to expect after submission. Each guidance message is calibrated to the complexity of the step and the literacy level indicated by the borrower's interaction pattern.
• –Handles the most common onboarding support queries in regional languages without escalation: document type guidance (which Aadhaar format is acceptable, what to do if the PAN name does not match), process explanation (what happens after submission, how long does disbursement take), and error resolution (document upload failure, OTP timeout, face match failure in V-KYC). Queries outside the standard support library or involving legal interpretation are escalated to the regional language executive.

Invoked when: a borrower is flagged as requiring assisted onboarding — either through self-identification or through interaction pattern signals indicating low digital literacy

• –Detects low-digital-literacy signals from the borrower's interaction pattern: extended time on each step (significantly above the segment median), repeated error on the same input field, requests for help with basic navigation (how to take a photo, where to find the upload button), or explicit request for assistance. Where three or more low-literacy signals are detected within the first two onboarding steps, the agent activates the assisted onboarding workflow — a simplified, voice-guided, step-at-a-time journey with visual confirmation of each completed step.
• –Provides voice-guided assistance in the borrower's language for each step — reading out the instruction, confirming what the borrower needs to do in concrete terms, and confirming completion before moving to the next step. The voice guidance is designed for borrowers who are comfortable with spoken regional language but less comfortable with written instructions on a screen — a common profile in Tier 2 and 3 city borrowers who are first-time users of digital financial services.
• –Flags completed assisted onboarding sessions for a quality review by the KYC Verification Agent AI — ensuring that documents uploaded in assisted sessions are complete and correctly classified. The quality check prevents downstream rework at the credit review stage, where incomplete documents discovered late in the process are costly to remediate.

Invoked when: a borrower's state of residence is identified during onboarding — state-specific compliance requirements are checked and applied to the onboarding flow

• –Identifies the borrower's state of residence from their address document or stated location, and checks the state-specific compliance register for any variations that affect the onboarding process: state-level stamp duty requirements for loan agreements, state-specific mandatory language disclosures, local regulatory notices for specific loan products, and geographic restrictions on certain product types in specific states.
• –Applies state-specific compliance requirements to the onboarding flow without requiring the borrower to navigate the variation themselves: where a state requires an additional disclosure in the regional language, the disclosure is inserted into the onboarding flow at the correct step in that language; where stamp duty payment is required before disbursement, the borrower is informed of the requirement and the process for completing it before they reach the disbursement step.
• –Flags state-specific compliance requirements that are not in the standard compliance register for human review — either because the requirement is new (a recent state government notification), or because the borrower's situation creates a compliance edge case. Unregistered state compliance requirements are escalated to the CCO before the onboarding proceeds past the affected step.