Unified Policy Data Model for Dynamic Lifecycle Management

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Solution Overview

Problem

Existing technologies face inefficiencies in managing policies across different versions of the same insurance product, as they maintain incompatible data models and struggle to make changes to policies due to changes in underlying methods and data operations.

Innovation Solution

The described technologies enable dynamic policy lifecycle management, allowing for integrated insurance policy underwriting and product-independent lifecycle management. This involves configuring policies generated from multiple insurance products and different versions of the same product, enabling customization of underwriting rules and efficient comparison of policies based on various data inputs.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Reliability

If existing technologies maintain separate data models for different versions of the same product, then version-specific requirements are met, but policy management becomes difficult or impossible when changes are needed

Engineering Contradiction:
Improveversion-specific policy integrityVSAvoidpolicy modification capability
Core Design Contradiction:
ReliabilityVSEase of operation

Solution Approach 1:

The patent implements a universal data model that can handle multiple product versions through a version identifier field. Instead of maintaining separate incompatible data models, the system uses a single unified model that accommodates different versions by storing version information within the model itself, enabling both version-specific integrity and flexible modification

Inventive Principle:
Principle #6Universality (Multi-functionality)

Solution Approach 2:

The system dynamically adapts to different product versions by using a configurable version identifier that allows the data model to adjust its behavior based on the specific version. This dynamic approach enables the system to maintain version-specific requirements while allowing modifications through conditional logic that responds to the version parameter

Inventive Principle:
Principle #15Dynamics

2Ease of manufacture

If policies are generated based on specific product versions with fixed data models, then initial policy creation is straightforward, but subsequent changes to policies become difficult or impossible

Engineering Contradiction:
Improveinitial policy generationVSAvoidpolicy lifecycle flexibility
Core Design Contradiction:
Ease of manufactureVSAdaptability or versatility

Solution Approach 1:

The system performs preliminary action by embedding version identification and configuration data within the unified data model at the time of initial policy generation. This preliminary structuring allows the policy to be easily created initially while pre-configuring the flexibility needed for future modifications without requiring model changes

Inventive Principle:
Principle #10Preliminary action

Solution Approach 2:

The patent segments the policy data model into modular components that can be independently modified. By dividing the data model into discrete, configurable segments with version identifiers, the system enables straightforward initial generation while allowing specific segments to be updated or changed in subsequent policy lifecycle stages

Inventive Principle:
Principle #1Segmentation

3Reliability

If incompatible data models are maintained for different product versions, then each version's specific requirements are preserved, but system complexity increases and policy updates become impossible

Engineering Contradiction:
Improveversion-specific data integrityVSAvoiddata model management complexity
Core Design Contradiction:
ReliabilityVSDevice complexity

Solution Approach 1:

The unified data model serves multiple functions by accommodating different product versions through a single structure. The version identifier field enables the same data model to universally handle version-specific requirements without requiring separate models, thereby reducing complexity while maintaining integrity

Inventive Principle:
Principle #6Universality (Multi-functionality)

Solution Approach 2:

The version identifier acts as an intermediary element within the unified data model that mediates between different product versions. This intermediary allows the system to preserve version-specific data integrity while using a single data model, avoiding the complexity of managing multiple incompatible models

Inventive Principle:
Principle #24Intermediary (Mediator)

Data Source

PatentUS12217310B1Dynamic policy lifecycle management
Publication Date: 2025.02.04 INSURANCE QUANTIFIED LLC
  • US12217310B1 patent drawing
  • US12217310B1 patent drawing
  • US12217310B1 patent drawing

AI summary

Systems and methods are disclosed for dynamic policy lifecycle management. In one implementation, one or more specifications are processed with respect to one or more first product requirements to configure a first product model with respect to a first tenant. A first request is received from a first user and the first product model is identified based on the first request. A first policy instance is generated in association with the first product model. A second product model is generated with respect to the first tenant. A second request is received, including a request to change one or more aspects of the first policy instance. In response to the second request, an operation with respect to the first policy instance is initiated based on the association between the first policy instance and the first product model.