ClusterOS Diagnostic Profile
West Yorkshire Green Economy
West Yorkshire Green Economy draws £736m of UKRI lead-led funding across 901 grants, anchored by Leeds (59%), Huddersfield (4%), with Northern Gas Networks on the industrial side.
The cluster shows high-confidence "Forgiving instead of redesigning" and "Re-proving instead of narrowing" behaviour — research narrative is reinforced by recurring programme launches rather than narrowing toward commercial scaling, with academic capacity reabsorbing the cluster's signal.
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Same data examined through five diagnostic lenses — Pipeline, Leverage, Triple Helix, Throughput, Collaboration. The interactive diagnostic is currently in private preview.
Sources: UKRI Gateway to Research (grants, outcomes); OpenAlex (publications); Companies House (spin-out lifecycle); DSIT (cluster mapping); Public investment data. Snapshot May 2026.
Stabilisation stacks · Why single interventions fail
Coordination generates reports; reports justify programme activity; programme activity generates coordination requirements; all three signals absorbed simultaneously making the system self-referential.
"If one local authority (e.g., Leeds City Council) publicly committed to a climate target without Combined Authority coordination (e.g., unilateral net-zero infrastructure procurement standard), it might create a gap in the coordination-report-activity loop by demonstrating that exclusionary choice is possible without regional alignment."
Leverage hypotheses are testable perturbations, not prescriptions. Where demand-side behaviour is weakly visible, the correct move is observation — improving visibility before attempting change.
Structural resemblances · Clusters with similar stall configurations
A full ClusterOS diagnostic adds actor questionnaire data, working sessions, and anchor interviews — producing higher-confidence stall identification, board-ready stack analysis, and leverage hypotheses calibrated to your specific context.