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National Government Agency · Public Sector

Public Sector Benefits Eligibility AI

AutoMLExplainable AIPublic Sector

Automated the eligibility assessment process for a complex benefits programme, reducing processing time from weeks to hours while maintaining full audit trail compliance.

Primary Impact

67% faster processing time

Industry

Public Sector

Engagement

End-to-End Delivery

Public Sector Benefits Eligibility AI

The Challenge

The Problem We Were Brought In To Solve

Manual processing of 50,000+ applications per month was creating a 6-week backlog. We built a rules-augmented ML eligibility engine with a human-in-the-loop review workflow for edge cases.

Our Approach

How We Engineered the Solution

Our team conducted a rigorous discovery process to understand the client's existing data landscape, systems architecture, and team capabilities. We designed a bespoke solution architecture tailored to the client's constraints — balancing performance requirements against infrastructure cost, regulatory compliance, and maintainability. Every design decision was validated against the primary success metric before a single line of production code was written.

AutoMLExplainable AIPublic Sector

The Outcome

Measurable Results Delivered

The solution was deployed to production within the agreed timeline, with full handover documentation, operational runbooks, and a 90-day monitoring period to ensure stability. The client's team was trained on the new platform and the system has continued to perform within SLA parameters since launch.

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