“A secure, well-governed platform that genuinely reflects the future-facing requirements of Lincoln Bishop University” – Vice Chancellor
Problem
Like every university, Lincoln Bishop’s academic and professional services staff carry a heavy load of regulatory, quality and administrative work. The Access and Participation Plan. Annual Quality Monitoring Reviews. Programme validations. Policy queries. Hundreds of pages of specifications, feedback reports and spreadsheets that someone has to read and absorb before the real work – reflection, enhancement, teaching, impact – can begin.
The University wanted to use AI to support with that admin and drafting burden, but not through consumer tools with unclear data handling. It needed a secure AI platform it could govern: deployed in its own environment, grounded in its own documents and aligned to its own templates and processes.
Solution
Leading AI deployed KnowledgeFlow within the University’s own Azure tenant, so data never leaves its control. Rather than one generic chatbot, the partnership has built a growing set of specialist assistants, each grounded in the University’s own documents, templates and ways of working. These are retrieval-based assistants, not autonomous agents – every answer is drawn from indexed source material, which is what makes them dependable for regulated work.
The tone was set in the very first demonstration, when the University watched a draft Access and Participation Plan take shape in ten minutes, in the format required by the OfS.
What’s been built
Quality and compliance
- APP Assistant – guides users step by step through creating an Access and Participation Plan in the OfS-required format.
- AMR Assistant – built around the University’s own Annual Monitoring Review templates and data sources. Programme Leads upload programme and module specifications, student feedback, External Examiner reports and more, and KnowledgeFlow surfaces the relevant evidence under each AMR heading. Staff time shifts from reading hundreds of pages and staring at spreadsheets to reflection and improvement activity.
- Programme Validation Assistant – takes a Programme Lead step by step through a draft validation document. The user uploads the documents that should inform the validation, and the assistant draws on Subject Benchmark Statements, skills strategies and labour market information to handle the mapping, outputting in the University’s own templated headings ready for review.
- Skills Validation Assistant – a standalone tool indexed against 107 skills strategies, labour market information, LSIP data and employer intelligence. It reviews a programme or module specification in moments, showing where it meets the standards and where it needs to go further.
- Ofsted Quality Assistant – supporting the University’s Initial Teacher Training and apprenticeship provision against the Ofsted framework.
Knowledge and policy
- Policy Assistant – a knowledge bank covering everything in the University’s policies. Staff use it to find answers instantly, draft policy-compliant email responses, and identify contradictions between policies or changes needed when new regulation or guidance lands.
- Specifications Library – every programme and module specification, searchable in plain English. Which modules use a particular assessment type? Who teaches a given subject? Which modules make up a programme? One question, one answer.
Student success
- Learner Analytics – brings together five separate student datasets: attendance, LMS engagement, student record demographics and course information, HESA characteristics and access needs. Staff query across all of them in natural language to identify at-risk learners and spot changes in patterns of behaviour early.
Communications and growth
- Marketing Assistant – rewrites copy in the University’s tone of voice.
- BidWriter – supports the development of funding bids, grounded in the University’s own evidence.
Making it stick
Technology alone doesn’t change how a university works. Lincoln Bishop has invested in colleague training and built a network of AI champions who support staff in using KnowledgeFlow for their specialist activities.
The Vice Chancellor has backed the AI strategy from the start. Leading AI meets the University Executive team fortnightly and regularly meets users and champions, so the platform keeps evolving around what staff actually need.
“Beyond impressive technical expertise, one of Leading AI’s great strengths is the way they work with people. Their team is highly responsive, engaging with colleagues including AI champions and the University Executive in a regular rhythm of review and refinement so that KnowledgeFlow keeps pace with our priorities. Leading AI’s collaborative approach has ensured a secure, well‑governed platform that genuinely reflects the future-facing requirements of Lincoln Bishop University.” – Vice Chancellor, Lincoln Bishop University
Outcome
It’s early days for measuring student outcomes – watch this space – but the staff time savings are already significant. Work that used to mean days of reading, cross-referencing and formatting now starts from a grounded first draft in minutes, freeing academic and professional staff for the judgement, reflection and enhancement work that only they can do.
What’s next
The University’s first genuinely agentic solution is now in development: an external enquiries agent that will read and respond to prospective student emails, handling the straightforward, low-risk enquiries instantly. The aim is simple – answer faster, convert more enquiries into applications and enrolments, and free the admissions team to focus on the conversations that need a human.