ClusterOS Regional Diagnostic
West Yorkshire Combined Authority
6 clusters diagnosed across West Yorkshire Combined Authority, drawing on 557 evidence items cross-referenced at entity level. The Coordination-Intermediary-Activity configuration fires confidently in 5 of 6 clusters.
- 5 of 6 clusters register all three reinforcing backbone configurations at confident levels.
- Anchor concentration — University of Leeds appears across 4 of 6 sub-clusters as a configured ecosystem-level anchor.
- Extraction signal — 32 spin-offs declared by the UKRI cohort, but the spin-off match-rate is structurally empty: the diagnostic could not produce a verified count of how many remain registered or active in the region.
| Cluster | Regime | Dominant stalls | Evidence |
|---|---|---|---|
| West Yorkshire Creative Industries | Permission-Validation | Stabilising Around Incumbents, Coordinating Instead of Deciding, Extracting Without Reinvesting | 93 |
| West Yorkshire Advanced Manufacturing | Intermediary-Narrative | Re-proving Instead of Narrowing, Coordinating Instead of Deciding, Mediating Instead of Coupling | 102 |
| West Yorkshire Digital Technology | Intermediary-Narrative | Coordinating Instead of Deciding, Mediating Instead of Coupling, Stabilising Around Incumbents | 97 |
| West Yorkshire Green Economy | Governance Capture | Coordinating Instead of Deciding, Stabilising Around Incumbents | 78 |
| West Yorkshire Health Life Sciences | Extraction-Narrative | Stabilising Around Incumbents, Coordinating Instead of Deciding, Extracting Without Reinvesting | 79 |
| West Yorkshire Financial Professional Services | Permission-Validation | Re-proving Instead of Narrowing, Stabilising Around Incumbents | 108 |
No aggregate stall data yet.
Coordination generates reports; reports justify programme activity; programme activity generates coordination requirements; all three signals absorbed simultaneously making the system self-referential.
"If one successful direct university-industry coupling (e.g., P018 Huddersfield-Siemens 2025, or undocumented cases) were documented and published as a case study showing pathway, timeline, and outcomes without intermediary involvement, it might shift the burden of proof by demonstrating that direct coupling is possible and exposing what intermediation adds vs. what it substitutes for."
"If UKRI spin-off reporting (P023) were required to separate extraction metrics (e.g., % of spin-off equity held externally, % of spin-off employment located outside West Yorkshire) from success metrics (e.g., number of spin-offs created), it might reduce the system's ability to absorb uncertainty signals without adaptation by making the difference between ecosystem contribution and value extraction visible."
"If one university programme (e.g., Northern Film School) were to launch a new industry partnership without Combined Authority or Enterprise Partnership coordination approval, it might test whether the validation-permission loop is necessary for all programme types or only for those requiring public funding allocation."