DEFONEOS × DHSC × PRIMARY CARE & GENERAL PRACTICE

DHSC Primary Care & General
Practice AI Governance Deep-Dive Pack

Sovereign AI governance of UK primary care delivery, GP access, Primary Care Networks, community diagnostics, and general practice workforce. 12 entry points × 8 transformation priorities × 6 MCPs. Audit-grade. Signed. UK-sovereign.

Entry Points

Transformation Priorities

MCP Servers

Backbone Orgs

🏥 12 Entry Points

GP Access

GP Access & Appointment AI Governance

Appointment booking automation. Triage AI governance. Same-day access analytics. Remote consultation intelligence. Patient flow optimisation. Access inequality monitoring.

PCN

Primary Care Network AI Governance

PCN workforce planning intelligence. Additional roles reimbursement scheme analytics. Network contract DES compliance. PCN leadership governance. Population health management. Integrated neighbourhood team coordination.

Chronic Disease

Chronic Disease Management AI

Diabetes care pathway analytics. Hypertension monitoring intelligence. COPD management governance. Heart failure surveillance. Asthma control analytics. Long-term condition QOF compliance.

Community Diagnostic

Community Diagnostic Centre AI

CDC capacity planning intelligence. Diagnostic pathway analytics. Imaging service governance. Blood test workflow optimisation. Point-of-care testing intelligence. CDC performance monitoring.

GP Workforce

GP Workforce & Recruitment AI

GP recruitment pipeline analytics. GP retention intelligence. Portfolio career governance. Salaried GP workforce planning. GP partner succession analytics. International GP recruitment compliance.

Pharmacy

Community Pharmacy & Pharmacy First AI

Pharmacy First pathway analytics. Community pharmacy clinical governance. Pharmacy prescribing intelligence. Minor ailment service monitoring. Pharmacy integration analytics. Medicines optimisation AI.

Mental Health

Primary Care Mental Health AI

IAPT access intelligence. Mental health triage analytics. Talking therapy outcome monitoring. Crisis prevention governance. Mental health practitioner deployment. Psychological wellbeing pathway AI.

Prevention

Prevention & Public Health in Primary Care AI

Health check programme analytics. Screening programme governance. Vaccination programme intelligence. Smoking cessation monitoring. Weight management analytics. Health inequality surveillance.

Digital

Digital Primary Care & EMIS/SystmOne AI

Electronic health record governance. Clinical decision support analytics. Digital-first primary care intelligence. NHS App integration monitoring. Online consultation workflow. Data sharing preference governance.

Out of Hours

Out-of-Hours & Urgent Primary Care AI

OOH service capacity analytics. 111 clinical assessment intelligence. Same-day emergency care governance. Walk-in centre performance. Urgent care workforce planning. Diversion pathway analytics.

Data

Primary Care Data & Research AI

QOF data governance. CPRD research analytics. Primary care data sharing. Pseudonymisation compliance. Research recruitment intelligence. Population health data analytics.

Parliamentary

Primary Care Parliamentary Accountability

GP access statistics reporting. Primary care funding transparency. Workforce data evidence. Health inequality reporting. Select Committee preparation. Ministerial briefing analytics.

⚡ 8 Transformation Priorities

1. Access Revolution

Same-day access AI. Triage-first workflows. Online booking intelligence. Remote consultation governance. Patient flow analytics. Access inequality reduction.

2. PCN Excellence

PCN workforce optimisation. ARRS role deployment. Population health AI. Neighbourhood team coordination. Network DES compliance. Leadership development analytics.

3. Chronic Disease Innovation

Multi-condition pathway AI. Remote monitoring governance. Self-management support. QOF outcome analytics. Clinical pharmacist deployment. Shared decision-making intelligence.

4. Community Diagnostics Expansion

CDC capacity planning. Diagnostic pathway AI. Imaging governance. Point-of-care testing. Performance monitoring. Workforce development analytics.

5. Workforce Sustainability

GP recruitment AI. Retention analytics. Portfolio career governance. Partner succession planning. International recruitment compliance. Wellbeing monitoring intelligence.

6. Pharmacy Integration

Pharmacy First expansion. Clinical governance AI. Prescribing analytics. Minor ailment service. Medicines optimisation. Pharmacy workforce development.

7. Digital-First Primary Care

EHR governance AI. Clinical decision support. NHS App integration. Online consultation analytics. Data sharing intelligence. Digital exclusion monitoring.

8. Prevention at Scale

Health check AI. Screening programme analytics. Vaccination governance. Health inequality surveillance. Lifestyle intervention intelligence. Population health management.

🔧 6 MCP Servers

Access

dhsc-gp-access-triage-mcp

Appointment booking AI. Triage governance. Same-day access. Remote consultation. Patient flow. Access inequality monitoring.

PCN

dhsc-pcn-workforce-mcp

PCN workforce planning. ARRS deployment. Network DES compliance. Population health. Neighbourhood team. Leadership governance.

Chronic

dhsc-chronic-disease-management-mcp

Diabetes pathway analytics. Hypertension monitoring. COPD governance. Heart failure surveillance. QOF compliance. Remote monitoring.

Diagnostic

dhsc-community-diagnostic-mcp

CDC capacity planning. Diagnostic pathways. Imaging governance. Point-of-care testing. Performance monitoring. Workforce analytics.

Workforce

dhsc-gp-workforce-mcp

GP recruitment pipeline. Retention analytics. Portfolio careers. Partner succession. International recruitment. Wellbeing monitoring.

Digital

dhsc-digital-primary-care-mcp

EHR governance. Clinical decision support. NHS App analytics. Online consultation. Data sharing. Digital exclusion monitoring.

🚫 Red Lines (Never Crossed)

❌ No primary care AI triage without GMC-registered clinician override and patient safety case review
❌ No GP patient data processing without explicit lawful basis under UK GDPR and NHS Data Security Standards
❌ No chronic disease management recommendation without NICE guideline compliance and clinical audit
❌ No workforce deployment algorithm without NHS Employers equality impact assessment
❌ No community diagnostic AI without MHRA medical device classification and UKCA marking
❌ No primary care research data access without CPRD/NHSD ethics approval and patient consent

🤝 5-Step Engagement Model

Discovery: Map primary care maturity across ICB areas. Assess GP access performance. Benchmark PCN workforce deployment. Identify chronic disease management gaps.

Governance Design: Deploy DEFONEOS MCP servers against DHSC primary care use cases. Configure GP access and PCN compliance. Establish DHSC-NHSE-ICB oversight protocols.

Pilot: Run 90-day pilot across 3 ICB areas and 2 PCN federations. Measure access improvement. Collect DHSC, NHSE, and GP feedback.

Scale: Roll out across all DHSC primary care transformation streams. Integrate with national NHS systems. Deploy across ICB primary care services.

Assure: Continuous audit-grade primary care governance reporting. Access transparency. Parliamentary evidence generation. Annual Primary Care Select Committee review.

DEFONEOS OWEM RFQ | Article 50 Passport