ClusterOS Diagnostic Profile
Greater Glasgow Advanced Manufacturing
Greater Glasgow Advanced Manufacturing runs on 92 evidence items (Greater Glasgow Advanced Manufacturing UKRI grants: 171 grants, £327m total,). The diagnostic resolves a Extraction-Narrative configuration at MEDIUM confidence.
Value extraction events generate narrative about ecosystem success; narrative legitimises continued extraction by framing it as ecosystem contribution; uncertainty about whether extraction is harmful absorbed by the success narrative.
"If one ecosystem reporting body (e.g., Scottish Enterprise annual report) published separate metrics for value extraction (capital raised by companies, employment by companies, with destination geography) and value retention (local employment, local procurement, local IP licensing), it might make the difference visible and reduce uncertainty absorption through aggregated success...
Leverage hypotheses are testable perturbations, not prescriptions. Where demand-side behaviour is weakly visible, the correct move is observation — improving visibility before attempting change.
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.