StartupLabs

Home Assurance – Automated Property Risk Profiling Platform

Replacing spreadsheet-driven underwriting and manual property checks with an intelligent assessment platform that automates geospatial analysis, environmental risk evaluation, and property profiling, enabling faster and more accurate home assurance decisions at scale.

Client & Business Overview

INDUSTRY

Insurance / Home Assurance

PROJECT NAME

Home Assurance

CLIENT TYPE

SME

LOCATION

United States

PROJECT TYPE

Mobile Application

DURATION

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About the Client: A mid-sized home assurance provider in the United States specializing in residential property underwriting across diverse risk profiles. The company’s dependence on Excel macros and manual property risk assessments was slowing underwriting operations, increasing the likelihood of human error, and creating inconsistencies in how risk was evaluated across its portfolio.

Business Problem

Core Problem

The underwriting team relied on Excel macros and manual research to evaluate property risk factors such as security conditions, geospatial characteristics, proximity to water bodies, earthquake exposure, and other environmental variables. This process was slow, inconsistent, and difficult to scale as the property portfolio expanded.

Previous System

A spreadsheet-based underwriting workflow supported by manual security and environmental assessments, with no automated risk engine, geospatial intelligence capabilities, or standardized approach to property profiling.

Client Goal

Develop a dedicated internal platform with a custom underwriting engine that automates security evaluations, geospatial analysis, environmental risk checks, and property profiling to generate accurate and consistent underwriting assessments without manual intervention.

Target Users

END USERS

Internal Underwriting & Risk Assessment Staff

PLATFORM TYPE

Internal Software

BUSINESS MODEL

Internal

APPROX. USERS

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Key Features Delivered

Technical Challenges

Performance Optimisation

Generating property risk profiles required multiple geospatial and environmental evaluations to be performed efficiently. The platform was designed to process location-based risk checks quickly, providing underwriting teams with complete assessments without delays.

Security & Compliance

As an internal underwriting system handling sensitive property and customer information, the platform incorporated role-based access controls, audit trails, and secure data management to support insurance industry governance requirements.

Scalability

The underwriting engine needed to support a growing volume of property assessments while maintaining performance and accuracy. The architecture was designed to process multiple underwriting requests concurrently as the business expanded.

Complex Integrations

The platform integrated multiple geospatial and environmental data sources covering factors such as flood exposure, seismic risk, and location-based security considerations. A unified processing layer was developed to normalize and combine these datasets into consistent property risk assessments.

Our Solution

How We Solved It

We developed a custom internal application powered by an automated underwriting engine that removes the manual effort from property risk assessment. By entering a property address, underwriting staff can instantly trigger a series of automated evaluations, including geospatial analysis, proximity-to-water assessments, earthquake zone identification, and other environmental risk checks using integrated third-party data sources.

The platform consolidates these results into a structured and consistent property risk profile, providing underwriters with accurate, data-driven insights instead of relying on manual research and spreadsheet calculations. Role-based permissions ensure appropriate access for different user groups, while reporting and analytics tools provide management with visibility into underwriting activity and performance.

The solution significantly improved operational efficiency by reducing assessment times, increasing consistency across underwriting decisions, and providing greater confidence in risk evaluation outcomes. As a result, the client was able to process more assessments with higher accuracy while improving overall business performance.

Measurable Results

Assessment Speed

Property risk profiles generated in a fraction of previous time

Accuracy & Consistency

Automated checks eliminated human error from manual assessments

Staff Productivity

Underwriting team output significantly increased post-launch

Business Performance

Faster, reliable underwriting directly improved bottom-line results

Project Execution

METHODOLOGY

Agile / Scrum

SPRINT CYCLES

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COMMUNICATION

Slack, Jira, Notion

POST-LAUNCH SUPPORT

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