🏛️ TallySticks UK Complete Ecosystem Map

Interactive visualization of constitutional AI governance in action

Citizens & Public
Public Interfaces
Governance Layer
Validation Engine
Knowledge Base
👥 LAYER 1: CITIZENS & PUBLIC ACCESS
👤
UK Citizens
Taxpayers seeking transparency on how their money is spent
📊 68 million citizens
💰 £600B+ annual spending
📰
Media & Journalists
Investigating government spending and constitutional compliance
🔍 FOI requests automated
📋 Instant access to data
⚖️
Oversight Bodies
NAO, PAC, ICO, and other watchdogs monitoring compliance
📊 Real-time monitoring
🔍 Constitutional validation
🌐 LAYER 2: PUBLIC TRANSPARENCY INTERFACES
🏛️
Public Portal
Browse and search all government contracts with constitutional scores
📋 1,247 active contracts
🔍 Full search capability
⚖️ Compliance scores visible
📊
Constitutional Dashboard
Live monitoring of government spending and compliance metrics
💰 £127.3M daily spending
📊 Real-time updates
🎯 92.5% avg compliance
🎮
Interactive Sandbox
Educational tool showing constitutional protection value
🔧 17 principles toggle
💡 Real-time impact
📚 Educational experience

⚡ CONSTITUTIONAL GOVERNANCE IN ACTION

📥
1. Contract Submission
Government submits contract for validation
🧠
2. Master Jurist Analysis
AI queries 3,483 statutes + 10+ cases
⚖️
3. Constitutional Validation
17 principles evaluated for compliance
💡
4. Recommendations
AI generates improvement suggestions
👥
5. Human Decision
Officials review and approve/reject
📢
6. Public Transparency
Results published to citizen portal
🏛️ LAYER 3: CONSTITUTIONAL GOVERNANCE ENGINE
✅
Validation Service
Real-time constitutional compliance validation for all contracts
⚖️ 17 principles checked
🎯 94.7% accuracy
⚡ <5 second analysis
🔍
Audit Trail Service
Complete transparency logging for all validation decisions
📋 Every step recorded
🕐 Timestamped entries
🔒 Immutable records
💡
Recommendation Engine
AI-powered suggestions for constitutional compliance improvement
🎯 Priority ranked
📊 Actionable guidance
💰 Cost-benefit analysis
🔥 LAYER 4: EAVECORE VALIDATION ENGINE
⚙️
EAVEcore Engine
Core constitutional validation technology powering all analysis
🏛️ 17 principles framework
🧮 Real-time scoring
🔒 Constitutional guarantee
🧠
Master Jurist AI
Legal reasoning AI with comprehensive UK law knowledge
📚 3,483 statutes
⚖️ 10+ landmark cases
🎯 Expert-level reasoning
🛡️
HRA Impact Assessment
Human Rights Act impact analysis parallel to core validation
📋 Article identification
🎯 Impact scoring
⚖️ Rights protection
📚 LAYER 5: MASTER JURIST KNOWLEDGE GRAPH
📜
UK Statutes
Comprehensive database of UK legislation with relationships
📊 3,483 statutes
📅 2022-2024 coverage
🔗 Interconnected nodes
⚖️
Case Law
Landmark judicial decisions with precedent relationships
📋 10+ landmark cases
🔗 Precedent network
📖 Interpretation linking
🏛️
Constitutional Principles
17 core principles forming the governance framework
⚖️ 17 principles
🎯 Weighted scoring
🛡️ Taxpayer protection
🗣️
Hansard (Phase 2)
Parliamentary promises and debates for accountability tracking
📅 Coming soon
🎯 Promise tracking
📊 Delivery monitoring

📍 COMPLETE USER JOURNEY: CITIZEN TRACKING TAXPAYER MONEY

1
Citizen Visits Public Portal
User opens portal.tallysticks.uk to explore government spending
2
Search for NHS Contracts
Citizen clicks "NHS" filter or searches "NHS" to see healthcare spending
3
Browse Contract Cards
Sees multiple NHS contracts with values, suppliers, and constitutional scores (e.g., "NHS Digital Transformation: £12.5M - 92.5% Compliance")
4
Click "View Full Analysis"
Opens detailed constitutional validation report for selected contract
5
Review Constitutional Assessment
Sees breakdown: Data Protection 96.1%, Transparency 94.3%, etc. Master Jurist explains each score with specific findings
6
Read Master Jurist Recommendations
If compliance < 90%, sees specific suggestions for improvement (e.g., "Enhanced monitoring for Fiscal Accountability")
7
Check Audit Trail
Complete transparency: Sees every step from submission to publication with timestamps and Master Jurist actions
8
Share or Download
Citizen can share findings on social media or download report PDF to discuss with others, enabling democratic accountability

🏛️ GOVERNMENT CONTRACT VALIDATION WORKFLOW

1
Department Submits Contract
NHS England submits £12.5M EHR contract via API or dashboard
2
EAVEcore Validation Initiated
Contract automatically routed to constitutional validation engine
3
Master Jurist Legal Analysis
AI queries Knowledge Graph (3,483 statutes + 10+ cases) in <2 seconds
4
Constitutional Compliance Scoring
All 17 principles evaluated: Data Protection 96.1%, Transparency 94.3%, etc. Overall score: 92.5%
5
HRA Impact Assessment
Parallel analysis for Human Rights Act impact (if applicable)
6
Recommendation Generation
Master Jurist provides specific, actionable suggestions (e.g., "Enhanced milestone monitoring for fiscal accountability")
7
Audit Trail Creation
Every decision point logged with constitutional justification
8
Human Approval (Constitutional Sovereignty)
Government official reviews Master Jurist analysis and makes final decision (Principle #14: Human control maintained)
9
Public Transparency Publication
Contract and validation results published to Public Portal Citizens can now see and scrutinize (Principle #3 fulfilled)
🔥 LAYER 4: DATA FLOW THROUGH VALIDATION ENGINE
📥
Contract Intake
Receives contract data and routes to appropriate validation services
📋 Structured data extraction
🔄 Service routing
⚡ Real-time processing
📖
Statute Query Service
Identifies relevant legislation from 3,483 statute Knowledge Graph
🔍 Semantic search
📚 3,483 statutes
🎯 Relevance ranking
⚖️
Case Law Analysis
Applies judicial precedents from landmark case network
📋 10+ landmark cases
🔗 Precedent linking
💡 Legal reasoning
🎯
Principle Scoring
Evaluates contract against all 17 constitutional principles
⚖️ 17 principle checks
📊 Weighted scoring
🎯 Overall compliance
⚠️
Risk Calculator
Calculates taxpayer financial risk based on disabled protections
💰 Financial risk modeling
📊 £0 → £2.5M+ range
🎯 Principle-specific
📄
Report Generator
Creates human-readable validation reports for all stakeholders
📋 Multi-format output
👥 Public vs Partner reports
📊 Executive summaries
🧠 LAYER 6: KNOWLEDGE GRAPH ARCHITECTURE
📑
Legislation Nodes
Individual statute sections with metadata and relationships
📊 10,000+ section nodes
🔗 Hierarchical structure
📅 Temporal tracking
⚖️
Case Law Nodes
Judicial decisions with holdings, principles, and citations
📋 Case metadata
🔗 Citation network
💡 Key principles
🔗
Relationship Edges
Connections between statutes, cases, and principles
🔗 1,000+ edges
🎯 Weighted importance
📖 Interpretation linking
🤖
Data Acquisition
Ethical scrapers continuously updating knowledge base
🌐 BAILII, legislation.gov.uk
⚖️ Robots.txt compliant
🔄 Continuous updates

🌊 INFORMATION FLOW: FROM KNOWLEDGE TO CITIZEN

📚
Knowledge Base
Statutes + Cases
→
🧠
Master Jurist
Legal Reasoning
→
⚖️
Validation
17 Principles
→
📊
Public Portal
Citizen Access
→
👥
Citizens
Empowered Public

🏛️ 17 CONSTITUTIONAL PRINCIPLES PROTECTING EVERY INTERACTION

#1 Claims-Based
Clear deliverables
#2 Good Faith
Honest dealings
#3 Transparency
Public access
#4 Accountability
Clear responsibility
#5 Equity
Fair treatment
#6 Efficiency
Optimal resources
#7 Empowerment
Citizen agency
#8 Data Protection
Privacy safeguards
#9 Accessibility
Universal access
#10 Inclusivity
Diverse voices
#11 Adaptability
Flexible systems
#12 Innovation
Modern tech
#13 Service/Power
Serves citizens
#14 Sovereignty
Human control
#15 Fiscal
Money protection
#16 Precedent
Learn from history
#17 Divergence
Justify exceptions

🏛️ Constitutional AI Ecosystem Complete

From citizen inquiry to constitutional validation to public transparency

7
Victories Achieved
3,483
Statutes in Knowledge Base
17
Constitutional Principles
100%
Citizen Transparency