Run, refresh, publish
Recurring public or protected systems that acquire and process changing information.
Operational
Projects
A portfolio of evidence systems, research programmes and reusable infrastructure.
The projects differ by subject and audience. What connects them is a repeatable way of turning fragmented information into something traceable, reviewable and responsibly published.
Search, synthesise, review
Evidence environments where scientific or analytical interpretation is central.
Active research
Build once, improve the next project
Engines and shared architecture extracted from live projects.
Internal / evolving
Capability matrix
Six different domains. A recognisable systems discipline.
This matrix is architectural, not a claim that every domain uses identical tests. Domain-specific evidence rules still apply.
| Capability | Air Quality | Companies House | SCC Stocks | Fusion | SCC Vaping | LewesLive |
|---|---|---|---|---|---|---|
| Automated acquisition | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ |
| Source provenance | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ |
| Recurring updates | ✓ | ✓ | ✓ | — | — | ✓ |
| Validation gates | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ |
| Public evidence layer | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ |
| Protected research layer | ✓ | ✓ | ✓ | — | ✓ | — |
| Reproducible outputs | ✓ | ✓ | ✓ | ✓ | ✓ | — |
| Public-interest output | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ |
Matrix reflects the current SCC Nexus architecture and should be kept aligned with each project’s actual implementation.
Operational systems
Systems built to run again.
These projects repeatedly acquire changing information, run checks and publish bounded outputs for public or protected review.
Environment
England Air-Quality Evidence Observatory
National-scale monitoring and evidence review using official air-quality data, with provenance, completeness, screening rules and explicit limitations.
142reporting stations in the evaluated release
9/9English regions represented
Corporate records
Companies House Intelligence
National-scale screening of public corporate records to identify review priorities without converting anomalies or patterns into allegations.
5.7m+companies represented in the evaluated dataset
3,169priority-universe records in the evaluated cycle
Markets
SCC Stocks
A controlled market-evidence pipeline testing whether public financial data can be screened reproducibly without turning automated signals into investment recommendations.
Local intelligence
LewesLive
Maps, events, travel, directory and community information: evidence-engineering discipline translated into a public product ordinary people can use.
Research programmes
Systems built to investigate.
These programmes organise and re-check evidence while keeping automated assistance separate from scientific or human verification.
Health evidence
SCC Vaping
Evidence synthesis across vaping, smoking, exposure, behaviour and environmental impact, designed to abstain rather than force uncertain evidence into confident categories.
Science
UK Fusion Evidence Observatory
A provenance-led workflow connecting publications, diagnostic evidence and review decisions while maintaining a clear publication firewall.
Reusable infrastructure
Systems built to be reused.
The engines are evidence that SCC Nexus is not simply producing websites. Reusable components reduce repeated work and make the next project more controlled from the start.
Event infrastructure
Local Events Engine
Discovery, normalisation, provenance checks, source-health tracking, publication safety and reusable event exports.
Directory infrastructure
Local Directory Engine
Local-service discovery, listing normalisation, source tracing, review gates and publication-ready directory outputs.
Interpretation discipline
What these systems are not.
They are not substitutes for domain experts, regulators, clinicians, financial advisers or peer review. Automated discovery is not verification; anomalous data is not misconduct; correlation is not causation; public availability is not proof of quality.
Find an error? Source corrections, methodological concerns and factual corrections are welcome at hello@sccnexus.co.uk.