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The starting position was not a broken system. It was a large, complex, four campus university with 185 nationalities of students, running on processes that worked but no longer scaled.
Application volumes were rising, international recruitment was growing, compliance requirements were tightening, and the budget for professional services staff was not moving. Adding headcount was not available as an answer.
None of it was work anyone had chosen to do. It was document handling, verification, data transfer, chasing and record updating. The accumulated administrative sediment of an institution that had grown faster than its processes.
Automating one process in one team produces a local saving the rest of the institution never feels. Automating twenty one across six functions, without replacing a single underlying system, requires an operating model, a governance framework, a delivery method that works across very different departmental cultures, and above all a workforce that trusts what is being built.
Niico and Anglia Ruskin delivered a phased, institution wide programme rather than a series of point solutions.
Twenty one processes now run automatically across six functions. In UK and EU Admissions, agents handle document management, conditional document review, share code checking, qualification verification and contextual offer making. In the International Office, they handle qualification authenticity checking, application prioritisation, identity and passport verification, English language test verification and offer letter batch processing. In HR, they handle DBS checks, probation, mandatory training, induction, reference chasing, record creation and right to work checks. In Finance, BACS data transfer. In Student and Library Services, extension requests. Across IT, password reset and email forwarding.
Those agents have saved more than 30,620 staff hours since go live, with success rates between 98.79 and 99.97 percent. Handling times fell from 20 minutes to 1 minute on DBS checks, from 12 minutes to 1 minute on extension requests, and from 20 minutes to under a minute on mandatory training. Mandatory training alone has processed 154,385 transactions.
Some of the results changed operational behaviour rather than just cost. Application prioritisation flags all 44,000 pending international applications by academic eligibility, document completeness, refusal history and visa requirement, which means the International Office now works the applications most likely to convert first rather than in the order they arrived. Contextual offer making evaluates every applicant against all seven contextual criteria and generates the personalised offer letter automatically, which means the widening participation commitment is now limited by policy rather than by administrative capacity.
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