Case study / Government & Public Sector
Agentic services desk for a public-sector body
Agentic intake, triage, and routing for citizen requests across channels, with human review on exceptions and an audit trail produced per decision. Built, deployed, and handed over with runbooks.
A public-sector body handling a high volume of citizen requests across channels, under an obligation to explain and record every decision, and under pressure to improve response times without cutting the audit trail.
Response times were capped by staff capacity, and the record of why each request was handled a given way was assembled by hand after the fact. Scaling headcount was not the mandate. Scaling capability was.
- Intake from the body's existing channels, normalized into a single queue
- Triage and routing agents that classify requests against the service matrix
- Human review on low-confidence and high-stakes cases, with the agent's reasoning surfaced
- An audit trail captured automatically for every decision the system makes
- Operations dashboard and runbooks handed to the internal team for day-two ownership
Staff time shifted from routing to judgment on the cases that need it. The audit trail is now a byproduct of the work rather than a separate reconstruction. Hookseek continues under Managed AI Operations.
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