🔬 UKRI — UK Research and Innovation AI Deep-Dive Pack

DEFONEOS — UK Sovereign Public Services OS

12 Entry Points8 AI Priorities6 MCP Tools

96 AI capability mappings × 6 MCP integrations — UKRI

Entry Point 01

Research Grant Funding & Allocation

Compliance Automation

Automated grant application validation checking UKRI funding eligibility, peer review compliance, and allocation criteria across all seven research councils under the Higher Education and Research Act 2017.

Risk Detection & Early Warning

Detection of funding allocation anomalies, peer review integrity risks, and grant management non-compliance patterns across UKRI research council portfolios.

Natural Language Policy Analysis

NLP analysis of grant applications, peer review assessments, and funding decision records against UKRI funding policy and research council strategic priorities.

Predictive Analytics

Research success probability scoring from applicant track record, proposal quality metrics, and cross-council funding trend analysis.

Evidence Synthesis

Grant application evidence, peer review records, and funding allocation data into research funding decision dossiers for UKRI councils.

Document Intelligence

Extraction from grant applications, peer review forms, and funding decision notices for UKRI research council assessment and reporting.

Stakeholder Reporting

Funding dashboards showing council allocation volumes, success rates, demographic breakdowns, and cross-council funding distribution.

Real-time Monitoring

Grant application pipeline tracking, peer review progress monitoring, and funding commitment surveillance across UKRI councils.

MCP Tools

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Entry Point 02

Innovation & Knowledge Transfer

Compliance Automation

Automated Innovate UK competition validation checking eligibility criteria, Knowledge Transfer Partnership requirements, and Catapult centre performance obligations under the UK Innovation Strategy.

Risk Detection & Early Warning

Detection of innovation programme underperformance, KTP delivery risks, and Catapult centre strategic misalignment with UK industrial strategy objectives.

Natural Language Policy Analysis

NLP analysis of innovation proposals, KTP applications, and Catapult strategic plans against UKRI innovation policy and UK Innovation Strategy priorities.

Predictive Analytics

Innovation success scoring from proposal quality, industry partnership strength, and commercial viability indicators for Innovate UK competitions.

Evidence Synthesis

Innovation programme evidence, KTP delivery records, and Catapult performance data into innovation investment dossiers for UKRI assessment.

Document Intelligence

Extraction from Innovate UK applications, KTP reports, and Catapult annual reviews for UKRI innovation programme analysis.

Stakeholder Reporting

Innovation dashboards showing competition outcomes, KTP success rates, Catapult economic impact, and sector innovation metrics.

Real-time Monitoring

Innovate UK competition pipeline tracking, KTP project progress monitoring, and Catapult centre deliverable surveillance.

MCP Tools

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Entry Point 03

Research Integrity & Ethics

Compliance Automation

Automated research integrity validation checking UK Research Integrity Office framework, Concordat obligations, and ethics approval requirements for UKRI-funded research.

Risk Detection & Early Warning

Detection of research misconduct indicators, ethics approval gaps, and responsible innovation compliance deficiencies in UKRI-funded projects.

Natural Language Policy Analysis

NLP analysis of research ethics applications, integrity investigation reports, and responsible innovation frameworks against UKRI integrity policy.

Predictive Analytics

Research integrity risk scoring from misconduct pattern analysis, ethics compliance history, and responsible innovation maturity indicators.

Evidence Synthesis

Research integrity evidence, ethics review records, and misconduct investigation data into integrity assessment dossiers for UKRI.

Document Intelligence

Extraction from research ethics applications, integrity investigation reports, and responsible innovation statements for UKRI review.

Stakeholder Reporting

Research integrity dashboards showing ethics approval rates, misconduct investigation outcomes, and Concordat compliance metrics.

Real-time Monitoring

Research integrity monitoring, ethics approval pipeline tracking, and Concordat obligation compliance surveillance.

MCP Tools

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Entry Point 04

Open Access & Data Policy

Compliance Automation

Automated open access compliance validation checking UKRI open access policy, Plan S mandates, and FAIR data principles for UKRI-funded research publications and datasets.

Risk Detection & Early Warning

Detection of open access non-compliance, data management plan deficiencies, and FAIR principle implementation gaps in UKRI-funded research outputs.

Natural Language Policy Analysis

NLP analysis of data management plans, open access deposit records, and research output metadata against UKRI open access and data policies.

Predictive Analytics

Open access compliance probability from publication venue data, deposit timeline analysis, and repository usage metrics.

Evidence Synthesis

Open access compliance evidence, data management records, and research output metadata into policy compliance dossiers for UKRI.

Document Intelligence

Extraction from data management plans, open access deposit confirmations, and research output metadata for UKRI policy compliance analysis.

Stakeholder Reporting

Open access dashboards showing compliance rates, Plan S alignment metrics, and FAIR data implementation benchmarks across UKRI councils.

Real-time Monitoring

Open access deposit tracking, data management plan monitoring, and FAIR data compliance surveillance across UKRI-funded outputs.

MCP Tools

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Entry Point 05

International Research Collaboration

Compliance Automation

Automated international collaboration compliance validation checking Horizon Europe association terms, bilateral agreement obligations, and global research partnership requirements.

Risk Detection & Early Warning

Detection of international collaboration risks, Horizon Europe participation gaps, and bilateral agreement compliance deficiencies in UKRI international programmes.

Natural Language Policy Analysis

NLP analysis of international collaboration agreements, Horizon Europe proposals, and bilateral research MoUs against UKRI international strategy.

Predictive Analytics

International collaboration success scoring from partner institution quality, bilateral alignment indicators, and Horizon Europe participation metrics.

Evidence Synthesis

International collaboration evidence, bilateral agreement records, and Horizon Europe participation data into international strategy dossiers for UKRI.

Document Intelligence

Extraction from international collaboration proposals, bilateral agreements, and Horizon Europe project reports for UKRI international analysis.

Stakeholder Reporting

International dashboards showing Horizon Europe participation rates, bilateral collaboration volumes, and global research partnership metrics.

Real-time Monitoring

International collaboration pipeline tracking, Horizon Europe application monitoring, and bilateral agreement compliance surveillance.

MCP Tools

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Entry Point 06

Skills & Doctoral Training

Compliance Automation

Automated doctoral training compliance validation checking DTP programme requirements, CDT accreditation standards, and Concordat for Researcher Career Development obligations.

Risk Detection & Early Warning

Detection of doctoral training programme underperformance, researcher development gaps, and DTP/CDT compliance deficiencies across UKRI training investments.

Natural Language Policy Analysis

NLP analysis of doctoral training programme plans, researcher development frameworks, and CDT strategic visions against UKRI skills policy.

Predictive Analytics

Doctoral completion probability from student cohort data, programme design quality, and institutional support indicators for UKRI training programmes.

Evidence Synthesis

Doctoral training evidence, completion records, and researcher employment outcome data into training investment dossiers for UKRI.

Document Intelligence

Extraction from DTP annual reviews, CDT progress reports, and researcher career tracking data for UKRI skills programme analysis.

Stakeholder Reporting

Doctoral training dashboards showing completion rates, employment outcomes, diversity metrics, and DTP/CDT programme performance benchmarks.

Real-time Monitoring

Doctoral training programme monitoring, student progression tracking, and researcher development outcome surveillance.

MCP Tools

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Entry Point 07

Infrastructure & Facilities

Compliance Automation

Automated research infrastructure compliance validation checking UKRI capital investment criteria, large facility governance requirements, and equipment funding eligibility standards.

Risk Detection & Early Warning

Detection of infrastructure project delivery risks, large facility operational deficiencies, and equipment utilisation gaps across UKRI infrastructure portfolio.

Natural Language Policy Analysis

NLP analysis of infrastructure business cases, facility operational plans, and equipment procurement specifications against UKRI infrastructure strategy.

Predictive Analytics

Infrastructure investment success scoring from project delivery confidence, utilisation projections, and strategic alignment with UK research priorities.

Evidence Synthesis

Infrastructure project evidence, facility operational data, and equipment utilisation records into capital investment dossiers for UKRI.

Document Intelligence

Extraction from infrastructure business cases, facility annual reports, and equipment usage data for UKRI infrastructure analysis.

Stakeholder Reporting

Infrastructure dashboards showing capital project delivery status, facility utilisation rates, and equipment funding allocation metrics.

Real-time Monitoring

Infrastructure project milestone tracking, large facility operational monitoring, and equipment utilisation surveillance across UKRI portfolio.

MCP Tools

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Entry Point 08

Impact & Knowledge Exchange

Compliance Automation

Automated impact assessment validation checking REF 2029 impact case study requirements, Knowledge Exchange Framework metrics, and UKRI impact policy compliance.

Risk Detection & Early Warning

Detection of research impact measurement gaps, KEF underperformance, and REF impact case study quality deficiencies across UKRI-funded research.

Natural Language Policy Analysis

NLP analysis of impact case studies, KEF narratives, and knowledge exchange activity reports against UKRI impact assessment policy.

Predictive Analytics

Research impact probability from citation metrics, stakeholder engagement data, and knowledge exchange activity intensity indicators.

Evidence Synthesis

Impact evidence, knowledge exchange records, and stakeholder engagement data into impact assessment dossiers for UKRI and REF preparation.

Document Intelligence

Extraction from REF impact case studies, KEF submissions, and knowledge exchange activity reports for UKRI impact analysis.

Stakeholder Reporting

Impact dashboards showing REF preparation metrics, KEF performance benchmarks, and knowledge exchange activity volumes across UKRI portfolio.

Real-time Monitoring

REF impact case study pipeline tracking, KEF submission monitoring, and knowledge exchange activity surveillance.

MCP Tools

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Entry Point 09

Equality, Diversity & Inclusion

Compliance Automation

Automated EDI compliance validation checking Athena SWAN Charter alignment, UKRI EDI strategic objectives, and inclusive research practice requirements across UKRI-funded programmes.

Risk Detection & Early Warning

Detection of EDI policy implementation gaps, demographic underrepresentation patterns, and Athena SWAN action plan deficiencies in UKRI-funded institutions.

Natural Language Policy Analysis

NLP analysis of institutional EDI policies, Athena SWAN applications, and diversity monitoring reports against UKRI EDI framework requirements.

Predictive Analytics

EDI compliance probability from demographic data, institutional EDI strategy maturity, and Athena SWAN award trajectory indicators.

Evidence Synthesis

EDI compliance evidence, demographic monitoring data, and institutional action plans into EDI assessment dossiers for UKRI.

Document Intelligence

Extraction from Athena SWAN submissions, EDI annual reports, and demographic monitoring data for UKRI EDI compliance analysis.

Stakeholder Reporting

EDI dashboards showing demographic diversity metrics, Athena SWAN award rates, and institutional EDI action plan progress across UKRI portfolio.

Real-time Monitoring

EDI compliance monitoring, Athena SWAN action plan tracking, and demographic diversity surveillance across UKRI-funded institutions.

MCP Tools

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Entry Point 10

Digital Research Infrastructure

Compliance Automation

Automated digital research infrastructure compliance validation checking ARCHER2 allocation policies, JASMIN usage requirements, and UKRI digital infrastructure strategy adherence.

Risk Detection & Early Warning

Detection of HPC utilisation gaps, data storage capacity risks, and digital infrastructure sustainability concerns across UKRI facilities.

Natural Language Policy Analysis

NLP analysis of ARCHER2 allocation proposals, JASMIN usage reports, and digital infrastructure strategy documents against UKRI digital policy.

Predictive Analytics

Digital infrastructure demand forecasting from historical usage patterns, research computing trends, and data growth projections for UKRI planning.

Evidence Synthesis

Digital infrastructure evidence, HPC utilisation data, and storage capacity records into digital strategy dossiers for UKRI.

Document Intelligence

Extraction from ARCHER2 quarterly reports, JASMIN usage statistics, and digital infrastructure assessments for UKRI planning analysis.

Stakeholder Reporting

Digital infrastructure dashboards showing HPC utilisation rates, storage capacity metrics, and digital resource allocation across UKRI facilities.

Real-time Monitoring

HPC utilisation monitoring, data storage capacity tracking, and digital infrastructure performance surveillance.

MCP Tools

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Entry Point 11

UKRI Governance & Council

Compliance Automation

Automated UKRI governance compliance validation checking seven research council governance structures, UKRI board obligations, and strategic priority implementation under HERA 2017.

Risk Detection & Early Warning

Detection of governance framework deviations, council coordination gaps, and strategic priority implementation delays across UKRI governance structures.

Natural Language Policy Analysis

NLP analysis of council meeting minutes, UKRI board papers, and strategic priority reports against UKRI governance framework and HERA requirements.

Predictive Analytics

Governance effectiveness scoring from council performance metrics, board decision quality indicators, and strategic objective achievement rates.

Evidence Synthesis

Governance evidence, council performance records, and strategic implementation data into UKRI governance assessment dossiers.

Document Intelligence

Extraction from council minutes, UKRI board papers, and strategic priority progress reports for UKRI governance analysis.

Stakeholder Reporting

Governance dashboards showing council meeting frequency, board decision metrics, and strategic priority implementation progress.

Real-time Monitoring

UKRI governance compliance monitoring, council activity tracking, and strategic priority implementation surveillance.

MCP Tools

mcp-govuk-searchmcp-uk-legislationmcp-uk-regulator-intelmcp-hansard-searchmcp-dsit-ai-safetymcp-cabinet-office-resilience
Entry Point 12

Parliamentary & DSIT Accountability

Compliance Automation

Automated parliamentary accountability compliance validation checking DSIT select committee obligations, science budget reporting, and public value demonstration requirements.

Risk Detection & Early Warning

Detection of parliamentary inquiry response risks, select committee hearing preparation gaps, and science budget accountability deficiencies.

Natural Language Policy Analysis

NLP analysis of parliamentary questions, select committee evidence, and DSIT policy papers against UKRI accountability framework.

Predictive Analytics

Parliamentary accountability risk scoring from inquiry response quality, select committee satisfaction metrics, and public value perception indicators.

Evidence Synthesis

Parliamentary evidence, select committee submissions, and science budget accountability records into UKRI parliamentary liaison dossiers.

Document Intelligence

Extraction from parliamentary questions, select committee reports, and DSIT accountability framework documents for UKRI analysis.

Stakeholder Reporting

Parliamentary accountability dashboards showing inquiry response rates, select committee engagement metrics, and science budget reporting compliance.

Real-time Monitoring

Parliamentary inquiry tracking, select committee activity monitoring, and DSIT accountability requirement surveillance.

MCP Tools

mcp-govuk-searchmcp-uk-legislationmcp-uk-regulator-intelmcp-hansard-searchmcp-dsit-ai-safetymcp-cabinet-office-resilience