Client
Industry: Property insurance MGU
Work: Platform re-architecture
Agentic workflows
Business-rule translation

Saving an insurance giant millions with an elegant, AI-assisted system

Get to know Policy Logic Central.

Policies validated

Weeks to production

Coverage

Hours weekly saved

The challenge

SageSure, a leading homeowners insurance company, was drowning in manual work.

Their team spent months manually validating hundreds of thousands of policies to ensure compliance with complex underwriting rules and regulatory requirements.

The validation logic existed in SQL Server stored procedures – powerful but inaccessible for systematic application across all policies. With thousands of policies requiring validation in real-time, the manual process couldn’t scale. Worse, validation happened weeks after policies were issued, creating risk exposure and costly corrections.

The Aboard solution

Using Aboard’s AI-accelerated platform, we built the SageSure Policy Logic Central (SPLC) – an automated policy validation system that transformed their quality assurance process.

What we delivered

A webhook-based application that automatically ingests policies from SageSure’s systems when qualifying actions occur, applies comprehensive validation rules, and surfaces results in real time through an intuitive dashboard.

The technical challenge

The most complex aspect was migrating SageSure’s validation logic from stored procedures to application code and presenting it in an intuitive way for non-technical end users. Aboard’s platform used AI to analyze, translate, and test the business rules – eliminating months of risky manual code translation while maintaining perfect fidelity to the original logic.

Timeline

5 weeks from kickoff to production deployment – a fraction of the 6–12 months traditional development would require.

Policy Logic Central’s policy batch view, listing the day’s validation errors by policy — Policy Logic Central · validation overview Deployed in five weeks, against a typical 6–12 month cycle

Results and impact

Months of manual work eliminated

Validation that consumed months of staff time now happens automatically for hundreds of thousands of policies annually.

Real-time processing

Policies are validated within moments of each action, not weeks later – dramatically reducing risk exposure.

100% coverage

Every policy receives comprehensive validation across all business rules. No coverage gaps.

Scalability achieved

The system handles SageSure’s full volume without additional headcount.

Key takeaways

AI where it matters

Using AI to translate stored procedure logic eliminated the most technically risky aspect while accelerating delivery.

Beyond vibe coding

Aboard’s complete software lifecycle approach – requirements, design, architecture, code, deployment – delivered enterprise-grade reliability, not prototype-quality code.

Transformational impact

SPLC didn’t just improve an existing process – it fundamentally transformed how SageSure handles policy validation.

What used to take six to twelve months took five weeks.

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Saving an insurance giant millions with an elegant, AI-assisted system

SageSure, a leading homeowners insurance company, was drowning in manual work.