Public Sector Delivery Infrastructure
The Unrealised Transformation Engine combines governed AI workflow automation with supervised early-career talent to clear public sector backlogs and build lasting operational capacity.
🏛️ Local Authorities & NHS
Deploy AI-assisted workflows to clear planning, housing repair, or administrative backlogs with zero PII exposure.
🚀 Early-Career Candidates
Get trained on enterprise AI tools, gain supervised civic sector experience, and earn paid placement hours.
💷 Social Value Sponsors
Fund public capacity creation, satisfy PPN 026 social value mandates, and sponsor youth workforce entry.
Empirical Delivery Model
Measured reduction in human processing time across baseline vs. AI-assisted human casework
Human-in-the-Loop verification layer ensuring zero automated decisions leave the safety perimeter
Fully compliant social value generation through structured youth placement and local skills building
How The Engine Operates
Raw incoming documents are scrubbed for UK standard PII before model extraction occurs, keeping sensitive data within the safety perimeter.
Structured schema extraction models draft standard administrative briefs, extracting key entities and recommending triage actions ($T_m$).
Supervised junior talent or council officers review, edit, and approve briefs side-by-side ($Y$), guaranteeing quality and measuring time saved ($X - Y$).
Who Delivers It
Every engagement is led and signed off by one accountable Partner — not a black box, not a committee. There is always a person you can call.
UN-REE plans, drafts, and triages casework at scale. It augments the team's capacity — it does not replace human judgement, and it never has sign-off authority.
Every AI-drafted output is reviewed and approved by a trained team member before it leaves the safety perimeter — building capacity for the client and real jobs for the team.