AI Agent Profile · LendingIQ · Bengaluru
Video KYC Moderator AI
DivisionLending Operations
Resume
What this agent does
The Video KYC Moderator AI monitors every VKYC session in real time — tracking the RBI V-CIP compliance checklist as the session unfolds, assessing the quality and visibility of the OVD presented, detecting session continuity breaks, monitoring for coercion indicators, and generating a structured post-session compliance report. It operates as the compliance intelligence layer alongside the human moderator who conducts the session. The human moderator makes the final Pass / Refer decision on every session — the agent surfaces the compliance status and flags issues the moderator must address.
Primary functions
Live Session Moderation Support
Continuous — throughout VKYC sessionInvoked when: VKYC session is initiated and the human moderator connects to the live session
- Monitors the live session feed continuously and displays a real-time compliance overlay to the human moderator — a checklist showing which V-CIP requirements have been satisfied (green), which are pending (amber), and which have a concern (red). The moderator can see at a glance what remains to be completed before the session can be marked as V-CIP compliant.
- Detects environmental compliance issues in real time: whether the customer is clearly visible in the frame without obstruction, whether the lighting is adequate for document and face visibility, whether the audio quality is sufficient for the required verbal confirmation steps, and whether any third party is visibly present in the frame other than the customer — which is a V-CIP non-compliance signal requiring the moderator to ask the third party to leave before proceeding.
- Monitors for coercion and duress indicators throughout the session — the customer's verbal tone, the pace of responses, whether answers appear coached or read from a script, and whether the customer looks at an off-camera prompt before answering questions. These are Moderate-confidence signals that are flagged to the moderator as observations, not conclusions. The moderator assesses whether the session should continue or be terminated.
- Cannot conduct the session autonomously — ask questions, request document presentation, conduct the statutory identification steps, or make the Pass decision. All session interaction is conducted by the human moderator; this agent monitors and annotates in parallel without interacting with the customer directly.
RBI V-CIP Compliance Checking
Mapped to each V-CIP required step during sessionInvoked continuously — each V-CIP checklist item is checked as the session progresses through the required steps
- Maintains a running V-CIP compliance checklist against RBI's Master Direction on KYC Section 18 requirements: customer's face clearly visible; customer verbally confirms they are undertaking the process voluntarily; OVD presented on camera and read aloud by the customer; OVD is an Officially Valid Document in the permitted categories; OVD name and date of birth match the application; random question posed by the moderator and answered by the customer (live presence confirmation); session conducted in a single sitting without interruption; date and time watermark from the VKYC platform visible in the session recording.
- Checks each V-CIP requirement as it is completed and logs the timestamp of completion — because the RBI requirement is not just that the steps happen but that they can be demonstrated to have happened in the session recording. A session where a step was completed but not clearly captured in the recording is a partial compliance risk that the agent flags for the moderator to re-confirm before session close.
- Verifies that the OVD presented on camera is readable — checks that the document is held still enough for text to be legible, that glare or shadow is not obscuring critical fields, and that the document matches the type expected for this customer (Aadhaar card, passport, or other permitted OVD). If the document is not legible in the session recording, the agent prompts the moderator to ask the customer to re-present it before the session is marked as V-CIP compliant.
Pass / Refer Decision Support
At session conclusion — post-session reportInvoked when: human moderator signals that the session interaction is complete and the Pass / Refer decision needs to be made
- Produces a post-session compliance summary — a structured list of all V-CIP requirements and their completion status in the session, any concerns observed during the session, the face match result between the live session video frame and the document on file, and a compliance readiness assessment: "All V-CIP requirements satisfied — moderator may mark Pass" or "The following requirements have concerns — moderator must resolve before Pass."
- The Pass / Refer decision is made by the human moderator. The agent's compliance readiness assessment is an input to that decision — the moderator reviews the summary, applies their own judgment on any borderline items, and marks the session outcome in the VKYC platform. A session cannot be marked as Pass by the agent alone; it requires the human moderator's active confirmation in the platform.
- Where the moderator marks a session as Refer, the agent produces a structured refer reason document — the specific V-CIP requirement that was not satisfied, the evidence from the session recording, and the recommended re-session pathway (retry VKYC, or alternative KYC route). This document becomes part of the customer's KYC file and the audit trail for the refer decision.
- Archives the full session recording alongside the V-CIP compliance metadata — timestamp per checklist item, face match score, environmental flags, moderator's Pass/Refer decision, and the moderator's identity — in the VKYC session archive. RBI's retention requirement for VKYC session recordings is applied at archiving, and the Audit Trail Agent AI logs the archiving event.
Knowledge base
RBI V-CIP Guidelines (live RAG)
KYC Master Direction Section 18 — all V-CIP requirements retrieved at session start. Any amendment to the V-CIP norms takes effect immediately on the next session, not at the next policy review cycle.
Live Session Feed
Real-time video, audio, and session metadata from the VKYC platform. The primary input for all real-time monitoring and checklist tracking during the session.
Pre-Session KYC Data
The customer's expected OVD type, name, date of birth, and photograph on file — provided by the KYC Verification Agent AI before session start. Used to verify that what is presented in the session matches what was submitted.
VKYC Session Archive
Append-only store for all session recordings with V-CIP compliance metadata. Retained per RBI's requirements for VKYC session records. The evidentiary foundation for any future regulatory review of a specific session.
OVD Category List
Current list of Officially Valid Documents permitted under the KYC Master Direction. Updated when RBI amends the permitted document list, which it does periodically.
VKYC Compliance Knowledge
Pre-training knowledge of India's VKYC regulatory framework, V-CIP compliance requirements, video KYC operational practice, and common session compliance failure modes up to knowledge cutoff.
Hard guardrails
Known limitations
Important Reads
Learn more about how to deploy Video KYC Moderator AI to your lending workflow.
- Use case #0001How Video KYC AI moderates 1,000 simultaneous V-CIP sessionsA human Video KYC agent can run one session at a time. A Video KYC Moderator AI runs 1,000. Not by replacing the human verification decisions that the RBI's V-CIP framework requires — but by handling every element of the session that does not require a human: the pre-session checks, the real-time document verification, the liveness confirmation, the geolocation validation, and the session recording and logging. The human agent verifies. The AI conducts.Read article →
- Use case #0002RBI V-CIP compliance checklist: what Video KYC AI verifies in every sessionThe RBI's V-CIP guidelines are specific. They list exactly what must be verified in a video KYC session, how it must be recorded, what documents must be shown, how geolocation must be confirmed, and what the session record must contain. Most institutions know the list. Few have a mechanism that applies it consistently to every session, with every check documented, and the evidence retrievable on demand. The Video KYC Moderator AI is that mechanism.Read article →
- Use case #0003Pass vs refer decisions: how Video KYC AI handles edge casesA V-CIP session that ends in a binary pass or fail misses the most important category of outcome: the edge case that deserves a second look but not a rejection. A face match score of 78 against an Aadhaar photograph from 2009 is not a failed session — it is an aged photograph requiring a different calibration. A geolocation that shows Assam while the borrower says they are in Shillong is not a spoofing attempt — it is a GPS boundary accuracy issue. The Video KYC Moderator AI knows the difference. The refer decision is where that knowledge is most consequential.Read article →
