UK Council AI Case Study: £300K Budget Recovery and £480K of New Funding Identified

The council was under severe budget pressure while demand for services kept rising. A resident benefit scheme had a chronic underclaim problem: the opt-in process had too many barriers and residents in genuine need simply were not applying. The council was on track to return £300K to central government because the money had not been distributed.

A previous AI investment had already been written off as a failure, so the leadership team was sceptical about going back to the same well. The council also had no reliable way of identifying additional funding streams it was entitled to claim from other government schemes.

We started with an AI maturity assessment and an audit of the existing system, including the parts of the previous failed AI investment that could still be useful. The diagnosis was straightforward: the system was not the problem, the workflow was. The opt-in model put the burden of proof on the resident.

We reversed the enrolment logic. Instead of asking residents to apply, the council used existing data it already held lawfully to pre-assess eligibility, then enrolled residents automatically with a clear opt-out route. Before any of that went live we completed a full GDPR data protection impact assessment, an algorithmic bias audit, and a Public Sector Equality Duty review.

Separately, we ran an AI analysis across the council's grant landscape to surface schemes the council was eligible for but not actively claiming. That delivered a second, parallel funding stream the council had no idea was available.

Within the first year the council retained the full £300K it would otherwise have returned to central government. The bias audit found no statistically significant disparity in outcomes across protected characteristics, and the data protection regulator never had cause to intervene.

The governance and enrolment framework was replicated across three additional council services. The funding-discovery analysis identified £480K of new grant income the council subsequently applied for and secured. Total verified value from the engagement: £780K.