How Singapore and India Approach Insurance Fraud Investigation Differently
Two Regulators, Two Very Different Starting Points
Singapore has been refining formal insurance fraud-risk governance since MAS issued its first dedicated guidelines in 2007. India's more comprehensive IRDAI Insurance Fraud Monitoring Framework took effect on 1 April 2026, replacing the earlier 2013 framework.
One market is building on nearly two decades of formal regulatory and industry development, the other is moving into a more structured, prescriptive phase of fraud governance. Both are converging on similar principles, documented governance, mandatory reporting, shared industry intelligence, but the path each market is on right now looks quite different.
Where the Two Frameworks Actually Diverge
Who coordinates the shared intelligence
Singapore's model is industry-led, centred on the General Insurance Association of Singapore's (GIA) Fraud Management System, deployed in 2017 in partnership with Shift Technology to detect suspicious motor and travel insurance claims across its member insurers, and has since supported multiple convictions and an industry reward scheme for reporting fraud, according to GIA's own published material. It operates in collaboration with law enforcement rather than as a jointly run platform.
India's framework formalises industry-wide intelligence sharing through the IRDAI-promoted Insurance Information Bureau (IIB), including a fraud-monitoring technology framework and a caution repository covering blacklisted distribution channels, hospitals, vendors, and known fraudsters, according to a 2026 report on IRDAI's new fraud rules. Both models solve the same problem, one insurer's fraud pattern is often invisible until compared against others, but Singapore's grew from an industry association's own initiative, while India's is a regulator-promoted requirement insurers must now participate in.
How explicit the governance requirement is
India's framework is considerably more explicit about internal structure. It requires a Board-approved Anti-Fraud Policy, a Fraud Monitoring Committee (FMC) overseen by a Key Management Personnel, and a Fraud Monitoring Unit (FMU) independent of internal audit, with quarterly reporting to the Risk Management Committee and an annual fraud-risk assessment presented to the board, according to the 2025 IRDAI guidelines. Singapore's MAS framework sets broader risk-management expectations, strategy, structure, and policies, giving insurers more flexibility in exactly how fraud governance is structured, rather than naming the same committee architecture insurer by insurer.
The scale each framework is responding to
India's push responds to a specific, current number. A 2025 joint report by Boston Consulting Group and Medi Assist Healthcare Services estimates that fraud, waste, and abuse cost India's health insurance ecosystem approximately ₹8,000 to 10,000 crore annually, roughly 8 to 10% of total claim payouts, concentrated in the mid-ticket claims segment, according to Business Standard's coverage of the report. That's the scale of leakage the new governance structure is meant to address in a market still building out its fraud infrastructure.
What This Means in Practice
Singapore insurers operate within an established ecosystem of regulatory guidance and industry-level fraud intelligence. In India, the 1 April 2026 implementation date has already passed, placing the new governance and intelligence-sharing requirements firmly in the operational present. Insurers that haven't implemented the required framework would face a compliance gap, not a future deadline.
The underlying operational need, though, is shared: auditable investigation trails, visibility into fraud patterns that span more than one claim, and a consistent way to turn a fraud signal into action. That's where Investigate Pro's role-gated, audit-logged case lifecycle and Claims Agent's explainable fraud scoring fit in, not as a replacement for regulatory governance, but as capabilities that help insurers operationalise it across different regulatory environments.
If you're evaluating fraud governance requirements for either market, get in touch and we'll work through the specifics against your current setup.
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