Universities · Research organisations · Professional services
Know which AI work is worth doing before you fund it.
I identify the workflows where AI can create defensible value, establish the governance boundaries, and specify what implementation will require. If the evidence supports proceeding, I can build and test the pilot.
Discovery & Governance Sprint: Standard £3,500, extended £5,500 · normally one or two weeks · independent recommendation, including “do not build this.” View an illustrative brief.
All prices exclude VAT where applicable. Agreed travel and third-party costs are confirmed in writing before work starts.
Prof. Jan-Peter Herbst · Co-Director, Institute for Applied Artificial Intelligence · Chartered Manager · Verify institute role ↗
UK-based · Remote engagements internationally · On-site by agreement
Who I help
Universities, Research Institutes, Funders and Sector Bodies
Where decisions must withstand scrutiny around evidence, ethics, research integrity, data and institutional accountability.
Professional and Business Services
Consultancies, agencies and other knowledge firms that need better internal workflows without compromising client confidence or IP.
Funded Research-Led Organisations
Research, cultural and innovation teams with a defined workflow, decision owner and delivery budget.
From pressure to practical systems
Most organisations already pay for AI licences. The real problem is different:
- •No clear view of which workflows AI should touch
- •No governance around IP, data, and quality
- •No capacity to build and test small systems before committing serious budget
- •Cannot afford to waste time on vague AI experiments
I help you:
- Identify high-value, low-risk AI use cases
- Design a small AI "operating system" around a specific process
- Build and ship a prototype you can test with real users
Is your organisation ready for AI?
Take the 2-minute check to get a readiness snapshot across strategy, governance, team capability, and infrastructure.
Take the quiz →Why work with me
Professor of Music, Research Leader, and Co-Director of the University of Huddersfield Institute for Applied Artificial Intelligence
Chartered Manager with experience designing operating models, governance, and delivery in high-scrutiny environments
Leadership of externally funded research across AHRC, DFG, Horizon Europe, Leverhulme and EPSRC programmes
Hands-on AI delivery experience, from workflow pilots to maintainable internal systems (with clear handover)
Start with the decision, not the technology
Send two sentences about the workflow or decision. I will tell you whether a Sprint, focused Expert Input, or no engagement is the proportionate next step. For a bounded review, decision or event, focused Expert Input can begin directly.