United KingdomPublic sector2025 – ongoingDepartment for Work and Pensions (DWP)
Whitemail classification and vulnerability scanning
DWP scanned circa 25,000 documents daily to classify post and flag possible vulnerability
Problem
Unstructured incoming post could contain signs that a claimant needed urgent support. DWP also needed to route correspondence to the appropriate benefit teams.
Approach
DWP and Accenture built services using BART for zero-shot classification of scanned correspondence and potential vulnerability. The production workflow redacted personal data before vulnerability analysis. Staff reviewed daily reports and assessed individual circumstances before deciding on support.
Results
Takeaway
Document throughput did not establish how reliably the service identified vulnerable claimants. Staff retained responsibility for individual assessments.
Categories
- Size
- Large enterprise
- Industry
- Public sector
- Business function
- Customer service
- Innovation type
- Process innovation
- AI technology
- Predictive analytics and ML
- Adoption
- Partner co-development
- Evidence
- Company's own claim
Sources
Source summaries
DWP described production services that classified correspondence and reported potential vulnerability to staff. It reported circa 25,000 documents scanned daily and said outputs did not determine benefit awards or payment amounts.
Full details are in the original sources.