ClusterOS Regional Diagnostic
Stirling and Clackmannanshire
Stirling and Clackmannanshire's innovation footprint draws £125m of UKRI lead-led funding across 93 grants spanning 2 active clusters, with Stirling Clackmannanshire Manufacturing (64%) the largest single cluster and Stirling (36%) the dominant regional anchor by UKRI £.
The region shows high-confidence "Validation–Coordination" stabilisation stacks at ecosystem grain — validation activity recurs through programmes and partnerships without the testing-and-narrowing motion that converts capability into market position.
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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.
| Cluster | Regime | Dominant stalls | Evidence |
|---|---|---|---|
| Stirling Clackmannanshire Digital | Extraction-Narrative | Extracting Without Reinvesting, Coordinating Instead of Deciding, Stabilising Around Incumbents | 56 |
| Stirling Clackmannanshire Manufacturing | Volume-Tolerance | Stabilising Around Incumbents, Re-proving Instead of Narrowing, Forgiving Instead of Redesigning | 62 |
Dominant stacks · Most common stabilisation patterns in the region
Activity volume generates demand for more re-proving; re-proving keeps all programmes alive; forgiving keeps non-performers in the portfolio; all three pressure types absorbed.
Intermediaries produce narrative about their facilitation role; narrative legitimises intermediary existence and funding; uncertainty about direct coupling absorbed by narrative rather than demonstration.
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.
Top leverage hypotheses
"If Williams Brothers' operational decisions (product launches, distribution agreements, hiring) were documented and made visible without prior coordination or institutional approval, it might expose that validation-by-doing is already occurring outside the permission-coordination loop, potentially reducing perceived necessity of re-proving cycles for other actors."
"If one documented case of direct coupling (e.g., two Innovation Park tenants forming a commercial partnership without Business Gateway or university intermediation, with public documentation of the process and outcome) were produced and disseminated, it might reduce the system's ability to absorb complexity signals without adaptation by shifting the burden of proof from "why direct coupling is necessary" to "why intermediation is necessary.""
"If SAIC or Scottish Government required all publicly funded projects to report separately: (a) value generated (e.g., revenue, IP, products), (b) value retained regionally (e.g., local employment, local procurement, regional IP ownership), and (c) value extracted (difference between a and b), it might make extraction visible as distinct from success, potentially reducing the system's ability to absorb uncertainty about extraction via success narratives."