Advisory · London
Enterprise AI Deployment Advisory in London
For UK enterprises and PE-backed groups that already have models, vendors and a steering committee — and still have nothing in production. The work is deployment discipline, not another strategy deck.
Selected Outcomes
8 weeks
Deployment cycle
3x
Pipeline uplift on one mandate
40%
Average cycle-time reduction
Results are drawn from anonymised client engagements. Names are withheld under confidentiality.
Where UK programmes stall
Governance is strong, ownership is weak. Programmes stall between the innovation team that built the pilot and the line function that would have to run it. The fix is naming a production owner before a single model is chosen.
Compliance as a design input
UK GDPR, FCA expectations in financial services and internal model-risk policy are treated as deployment constraints from the first workshop — which is what makes an eight-week timeline realistic rather than optimistic.
Working pattern
Fortnightly on-site days in central London with the operating team, weekly written decision memos to the sponsor, and a production readiness review at week six.
Questions
Working with me in London
Do you replace our existing consultancy or vendor?
No. The role is the operator alongside them — setting the deployment sequence, the decision rights and the acceptance criteria those partners deliver against.
Can you work with a PE portfolio across several companies?
Yes. The usual pattern is one Deployment Sprint in a lead portfolio company, then a repeatable playbook rolled across the remaining assets under a retainer.
Enquire — London
Tell me the workflow you want in production. If the fit is right, we start with a 30-minute outcome brief.