1

Pioneering a Safer Tomorrow

Welcome to the maiden issue of InCHES Risk Insights.

This launch marks a double milestone for us. As we celebrate 26 years of empowering the insurance ecosystem, we are proud to introduce this bi-monthly window into the future of risk management.

When I founded InCHES, my vision was simple yet disruptive: to bridge the gap between complex medical realities and insurance intelligence. Over the last two and a half decades, that vision has matured into an institutional legacy. We have evolved from a pioneering concept into India's trusted authority on risk mitigation, consistently delivering fit-for-purpose solutions across life, health, and accident ecosystems.

However, legacy is not just about looking back; it is about steering forward. The modern insurance landscape faces unprecedented complexity, demanding a shift from reactive processing to proactive risk engineering. This newsletter is born out of that imperative. It is designed to share our deep domain expertise, proprietary insights and specialised risk mitigation frameworks directly with you.

As we embark on our next chapter, InCHES remains steadfast in its commitment to collaborative innovation and scientific rigour. Thank you for your enduring trust.

Together, let us redefine the benchmarks of risk mitigation.

Dr. C.H. Asrani
Dr. C.H. Asrani
Founder Chairman
InCHES
2

An opportunity to ask a question directly to Team InCHES. Every issue we address a real question submitted by practitioners from the field — answered by our expert panel.

Ms. Kalpana Sampat
Ms. Kalpana Sampat
Chartered Insurer
Insurance & Reinsurance Leader
Former MD & CEO, Pramerica Life Insurance
Former CEO, Swiss Re India
QHow should a mid-sized life insurer balance faster claims settlement with the growing risk of organised fraud in post-pandemic India?
One of the strongest safeguards remains a well-trained and ethically aligned sales force. The first line of defence is correct sourcing and proper customer assessment at onboarding. Technology-driven cross-verification and predictive fraud analytics should complement — not replace — this human layer. The maker-checker culture remains highly relevant even today...

Read Full Interview ↗
3

Three case studies revealing the intersection of clinical judgement, underwriting scrutiny and audit intelligence. Each article presents a real-world scenario with key takeaways for practitioners.

📋
Underwriting (UW)
Case Study: Profile-Based Underwriting — A Missed Red Flag

Product: Pure Term Plan  |  Sum Assured: ₹1 Crore  |  Life Assured: Age 54, Business Profile

A 54-year-old male applicant for a ₹1 Crore pure term plan was issued at standard rate — despite significant red flags that should have triggered a decline.

Area Observation Action Taken Correct Action
Photo Verification LA appears significantly older than 54 in photo Not flagged Request alternate age proof
Age Discrepancy Son (nominee) is 40 — only 14-year gap with LA Not flagged Investigate; highly suspicious
Financial Underwriting P&L net profit ≠ income declared in ITRs (AY24/25: ₹4.5L, AY25/26: ₹6L) Not verified Reconcile financials; seek explanation
Final Decision Issued at standard, full cover Issued DECLINE
Take-Home Message Underwriting is not just about processing documents — it is about detecting inconsistencies, verifying authenticity and safeguarding against fraud. Every case must be reviewed holistically: medical, financial and profile-based checks combined.
🩺
CMO Perspective
Case Study: Deranged Lipids — When Lab Results Don't Add Up

Applicant: 45-year-old male, non-smoker  |  BMI: 27  |  No diabetes or hypertension

Initial labs showed elevated Total Cholesterol (260 mg/dL), high LDL-C (170 mg/dL), critically low HDL-C (19 mg/dL) and borderline high Triglycerides (220 mg/dL). Case was postponed for 6 months or until lipids normalised.

One month later the applicant reapplied with a dramatically improved profile: Total Cholesterol 190, LDL-C 121, HDL-C 48, Triglycerides 164. He stated he had started Statin-Fenofibrate combination therapy.

The Red Flag Raising HDL-C from 19 mg/dL to 48 mg/dL in one month is a more than 100% increase. Clinically, stabilising HDL at a significantly higher level requires 3–6 months of sustained lifestyle changes. Statins typically raise HDL modestly or leave it unchanged. This dramatic rise indicates either fraud or impersonation.
Take-Home Message A prudent underwriter must know the expected timeframe for HDL improvement. Statins do not raise HDL dramatically. Any HDL rise exceeding biological plausibility in a short window should trigger immediate investigation.
📋
Audit
Case Study: ORIF Under Spinal Anaesthesia — A Clinical Impossibility

Patient: 24-year-old male  |  Admission: 3.1.24–6.1.24  |  Procedure: ORIF of left radius shaft fracture

A patient admitted with a displaced left radius shaft fracture underwent ORIF. However, operative records — including anaesthetist notes, OT report and nursing notes — consistently stated the procedure was performed under spinal anaesthesia.

Spinal anaesthesia blocks nerve transmission below the injection level (typically T4–L5) and is conventionally used for lower abdomen, pelvis and lower limb surgeries. Its use for isolated forearm surgery is anatomically and clinically implausible — it would not provide anaesthesia to the upper limb.

What the Audit Found A clinical auditor flagged this case and probed further. Among 8 similar cases from the same provider and surgeon within two months: 4 patients had never had fractures (field verification confirmed they were attending office/school on alleged surgery dates); 5 had real injuries but had purchased policies after the accident and fabricated documents post-inception. MRI-based cases were timed to show injury 2–6 days post-inception.
Take-Home Message Injury cases with pre- and post-operative imaging often escape field verification. Clinical auditors must be alert to anatomically inconsistent anaesthesia choices, which can be the entry point to detecting systematic provider fraud.
4

Strengthening Insurance Contracts Through Compliance, Clinical Reasoning and Judicial Awareness. Health insurance contracts in India are increasingly being interpreted through a wider lens — medical necessity, policyholder fairness and regulatory compliance are no longer separate considerations.

Bombay High Court — Landmark Ruling on Delayed Claims

The Court held that an insurer cannot reject a genuine reimbursement claim merely because of delayed filing. If the hospitalisation, treatment, expenses and medical records are genuine, delay alone may not be sufficient ground for repudiation. Insurers must demonstrate that the delay caused material prejudice to their ability to verify the claim.

IRDAI Direction — Evolving Compliance Expectations

Recent regulatory directions focus on: continuity of coverage, renewal rights, portability, moratorium periods, faster claim processing, wider product accessibility and clearer policyholder communication. Compliance now extends to how exclusions are applied, how medical necessity is evaluated and how decisions are documented.

InCHES Perspective

As regulatory scrutiny and judicial intervention increase, insurers must strengthen the medical intelligence layer within claims management. Protocol-based reviews, evidence-backed claim notes and clinically reasoned decisions will help reduce disputes, improve compliance and build greater trust in health insurance contracts. The strongest claims process is one where medical experts, legal teams and claims teams work together — not in silos.

5
Current Trends: Rising Dubious Critical Illness Claims

In life and health insurance, claim patterns often reveal risk signals much before they become visible in portfolio-level profitability/ loss. One such signal that deserves closer attention is the rising share of dubious critical illness claims linked to first heart attack.

Traditionally, cardiovascular claims were viewed as concentrated among older policyholders or those with visible lifestyle risks and although terminal coronary events are occurring in younger age patients with multiple co-morbidities i.e. hypertension, diabetes mellitus, dyslipidaemia, obesity or smoker. However, recent claim observations across the industry suggest a gradual shift: first-time cardiac events are increasingly appearing in late 20s/ early 30s without a single risk factor and with critical illness policies of up to 50 lakhs to 1 crore.

At InCHES, this trend is important not merely a claims statistic, but as a broader underwriting and portfolio risk indicator. Based on internal medical review work across life and health insurance claims, InCHES has observed that fraudulent first heart attack-related critical illness claims accounted for 45%+ of reviewed critical illness cases during last two Financial Years.

To identify these dubious claims, medical adjudication must remain medically precise – scrutinizing all available ECGs, collating ECG tracings with Echo findings and Coronary Angiography findings helps identify such claims.

For insurers, the key message is clear: the first heart attack is no longer only a claims event. It is a portfolio signal.

As critical illness portfolios mature, so will fraudulent claims – largely because there is no underwriting.

At InCHES, our focus is to help insurers interpret these medical signals with greater precision. Rising first heart attack claims should not only be tracked as numbers on a dashboard. They should be understood as early warnings for claims vigilance.

6

Continuous upskilling is the bedrock of a resilient insurance workforce. InCHES Academy brings structured learning pathways for underwriting, claims, compliance and leadership — aligned with CII, IRDAI and international standards.

📡
Webinar — Bi-monthly Webinar by an Illustrious Speaker
Series feature of InCHES Risk Insights
Upcoming
10 July 2026
"Designing Inclusive Health Insurance Products for India's Underserved: Rural, Gig, and Micro-Insurance Models"
Dr George E Thomas
Dr George E Thomas
Former Professor (Research & Non-Life), College of Insurance, Insurance Institute of India (III)
Founder & Managing Partner · Tesseract Research LLP (India)
Opportunity to Ask a Question to Team InCHES
Submit your question on underwriting, claims, compliance, AI, or any field challenge — our experts respond every issue.
✉ askaQ@inchesgroup.com