AI-Powered Insurance Intelligence

Your Health Insurance,
Simplified

68% of claim rejections happen because policyholders didn't understand their coverage. PolicyAI reads every page of your policy — including the hidden traps — so you don't have to.

Powered by real policy documents from 10 major Indian insurers

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AI Parsing Uploaded Policy

Extracting clauses & risk entities

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⚠ Waiting Period Detected

24-month restriction identified

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Room Rent Cap Analysis

Checking proportional deductions

Live

Claim Rejection Risk Model

Probability computation in progress

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Co-pay Clause Identified

User liability calculated

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Simulation Preview Ready

Estimated payout breakdown generated

Live

AI Parsing Uploaded Policy

Extracting clauses & risk entities

Live

⚠ Waiting Period Detected

24-month restriction identified

Live

Room Rent Cap Analysis

Checking proportional deductions

Live

Claim Rejection Risk Model

Probability computation in progress

Live

Co-pay Clause Identified

User liability calculated

Live

Simulation Preview Ready

Estimated payout breakdown generated

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Chunk & Embed
3-Layer RAG
GPT-4o Analysis
Cited Verdict
30+
Real Policy PDFs Indexed
10
Major Indian Insurers
8
Hidden Trap Types Detected
3-Layer
Hybrid RAG Pipeline

3-Layer Hybrid RAG Pipeline

Every question triggers a multi-layer retrieval process that cross-references definitions, exclusions, and conditions — catching traps a single search would miss.

01

Semantic + Keyword Fusion

pgvector cosine similarity + tsvector BM25 keyword search merged via Reciprocal Rank Fusion (k=60)

02

Definition Cross-Reference

Section-filtered semantic search over definitions to catch narrow term interpretations

03

Exclusion & Condition Scan

Targeted search across exclusions, conditions, limits, and waiting period sections

8 Hidden Trap Types We Detect

These are the real reasons claims get rejected. PolicyAI checks for every one of them in your policy.

Room Rent Trap

Room rent cap causes ALL charges to be proportionally reduced

Pre-Auth Required

Missing pre-authorization → entire claim denied

Proportional Deduction

Sub-limit breach cuts your entire bill proportionally

Definition Trap

Key terms defined narrowly (e.g. 'Hospitalization' = 24+ hrs only)

Waiting Period

Specific illness or PED waiting period still applies

Sub-Limit Cap

Hidden cap on specific treatments within broad coverage

Documentation

Non-obvious or time-sensitive document requirements

Network Restriction

Non-network hospital means co-pay or full exclusion

Understand Your Policy Before You Need It

Upload your policy PDF and start asking questions. Get cited answers with hidden trap detection in seconds.