Cutting KYC Review Time Without Adding Headcount

The client is a leading financial advisory firm headquartered in Singapore, operating as part of a global investment group. With a large network of financial advisers, the firm helps individuals and families across the region plan and manage insurance, wealth, and long-term financial protection. As a regulated player, the firm processes a high volume of insurance KYC documentation daily, where accuracy, consistency, and speed directly impact both client onboarding and regulatory standing.
Industries

BFSI (Fintech)

Solutions

AI Workflow Automation for Document Processing

Products and Services

AI Document Processing (KYC validation)

Timescales

May 2025 (Ongoing)

Country

Singapore

Business Overview

Based in Singapore, the client is a financial advisory firm within a leading global investment group. Its insurance KYC document reviews relied heavily on manual checks by advisers and administrators, making the process slow, inconsistent, and dependent on individual experience.

SmartDev implemented an AI workflow automation solution to streamline the full review process. The solution ingests KYC documents, extracts relevant information, validates submissions against product-specific compliance rules, and highlights missing, inconsistent, or high-risk details for review.

Designed around the client’s existing workflows, the solution replicates the end-to-end manual process with minimal disruption to daily operations. This enables faster document checks, stronger compliance consistency, and a more scalable foundation for insurance onboarding.

The Challenges

  • Experience-dependent accuracy: KYC checks depended almost entirely on senior administrators, making results inconsistent and hard to standardize.
  • Bottlenecks at high volume: When document volume spiked, administrators couldn’t process forms fast enough, stalling the entire onboarding workflow.
  • No scalability: Throughput was capped by individual capacity — manual effort couldn’t scale with the business.
  • Compliance and revenue risk: A single checking error could void an insurance application, causing revenue loss or disciplinary consequences for advisers.
  • Slow onboarding of new staff: Training relied on transferring tacit knowledge from experienced admins, making ramp-up slow and results inconsistent.

The Solutions

  • Automated KYC Review Pipeline: Deploy an LLM-powered pipeline that parses, validates, and annotates KYC forms automatically, replacing manual checks.
  • Product-Specific Compliance Validation: Encode compliance rules for each insurance product to ensure accurate, consistent audits.
  • Consistent, Process-Led Accuracy: Remove reliance on individual expertise by embedding review knowledge into a repeatable process.
  • Earlier Risk Detection, Stronger Revenue Protection: Catch non-compliant statements before submission to reduce errors and protect revenue.
  • Built-In Training for Faster Onboarding: Use the system as a practical guide for new administrators, enabling faster onboarding and consistent output.

Our Technology Stacks

React
Docling
OpenAI API
Python
FastAPI
Docker
PostgresSQL
Amazon S3

Outcomes

60% faster KYC verification

Accelerated turnaround for time-sensitive checks through automated validation and workflow routing.

75% less manual document handling

Faster, more consistent support through AI-guided responses and streamlined service workflows.

40% fewer review inconsistencies

Reduced manual checking time, freeing advisers and admins to focus on higher-value client work.

70% Reducing in Human Checks

Fewer review mistakes through automated validation against predefined compliance/ document rules.

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