Insurance
Insurance Regulation Search AI Agent
An AI agent that instantly searches and answers questions about complex insurance regulations, policies, and internal rules. Achieved PDF structuring that was impossible with existing AI, dramatically reducing inquiry response time.
Challenge
With thousands of complex insurance-specific regulations, policies, and internal rules, operators and employees spent enormous amounts of time finding accurate information. Existing AI tools could not accurately structure insurance documents containing tables and conditional logic, limiting their effectiveness.
Need to search for precise clauses among thousands of regulations and policies
Existing AI unable to structure documents with tables and conditional branching
Operators spending 15+ minutes on average per inquiry response
Days required to assess the impact scope of regulation amendments
Solution
INDX's data structuring technology accurately structured complex insurance regulation tables and conditional logic. An AI agent was built on top of this, enabling natural language regulation search and response.
High-precision structuring of insurance policy tables and conditional branches
AI agent that answers with precise clauses from natural language questions
Change management feature that automatically identifies impact scope of regulation amendments
Citation of source clauses to ensure response reliability
Value of INDX Metadata Technology
INDX's metadata technology accurately captures the logical structure of insurance regulations—"applicable conditions," "exceptions," "cross-references"—enabling the AI agent to provide accurate, evidence-based answers according to specific conditions.
Application Screenshots
Screen mockups of the applications we built. We design and develop UI/UX tailored to each client's workflow.
Does fire insurance cover fire caused by an earthquake?
Question type: Coverage scope → search for "fire insurance", "earthquake", "exclusions"
Cross-referencing exclusion rules with exceptions (72-hour rule, rider availability)
Standard fire insurance does not cover fire caused by earthquakes. To receive coverage for earthquake-caused fire, a separate earthquake insurance policy is required. However, fires occurring 72+ hours after an earthquake may be covered under fire insurance if no causal link to the earthquake is established.
Agent searches regulations via metadata and evaluates conditions autonomously
System Architecture
An integrated system built on a data foundation that accurately understands complex insurance regulation structures, with an AI agent for natural language interaction and automated amendment impact analysis.
AI Agent Chat UI
Operators ask regulation questions in natural language and receive answers citing relevant clauses. Handles multi-condition queries and exceptions with source clause links.
Regulation Browser
Browse structured regulations in a hierarchical tree view. Cross-reference relationships visualized as a graph for comprehensive understanding.
Amendment Impact Dashboard
Input proposed regulation changes to automatically identify affected regulations, processes, and policies. Diff view and impact heatmap streamline amendment work.
INDX Regulation Structuring Engine
High-precision analysis of insurance-specific tables, conditional logic, and cross-references. Assigns metadata for "applicable conditions," "exclusions," and "special provisions" to enable condition-aware search.
AI Agent Orchestrator
Analyzes user intent and autonomously executes regulation search, condition evaluation, and answer generation. Handles multi-step reasoning through tool-calling combinations.
Change Management Engine
Maintains and updates the dependency graph between regulations. Automatically traces affected clauses during amendments and generates impact reports.
Regulation Knowledge Base
Structured regulation data managed in both vector DB and graph DB. Hybrid search combining semantic and structural retrieval achieves high accuracy.
Version Control & Audit
Complete tracking of all regulation amendment history. AI response logs are preserved to verify which regulation version was used. Meets compliance and audit requirements.
Data Flow
Results
Significantly reduced operator regulation search and response time
Provides accurate answers with supporting clause citations
Automated identification of impact scope for regulation amendments