QEN Sovereign · Governance Intelligence
QEN Sovereign —
EU AI Act Annex I / II / III classification.
GDPR art. 22 — automated decisions.
DPIA art. 35 mapping.
Compliance report + PDF export.
AI Engine · QEN Sovereign Architecture
Two brains.
One computable ethics.
For enterprises and public bodies adopting high-impact AI, QEN Sovereign Engine connects the Governance Engine and EVIDE to reduce operational and regulatory risk, support compliance and make decisions, sources and accountability traceable. The outcome is verifiable governance grounded in proprietary, verifiable sources.
QEN Sovereign Engine
QEN Sovereign Intelligence — parallel orchestration.
The Governance Engine structures risk, compliance and controls; EVIDE connects analysis to verifiable evidence and sources. QEN Sovereign Engine orchestrates both capabilities into one explainable and traceable result.
QEN Sovereign · Evidence Intelligence
QEN Sovereign —
QEN scoring (Vs · Va · Vt).
Market intelligence and sector scanning.
Territorial data analysis.
Batch ETL pipeline for scoring.
Orchestration Layer · api.cognitivelogic.it
Nginx (443) → api.cognitivelogic.it├── QEN Sovereign Runtime · risk · compliance · analyze
├── QEN Sovereign Runtime · qen-score · market-scan · explain
└── QEN Sovereign Runtime · governed analysis · evidence traceability
Pure Data Nodes
The atomic cognitive unit.
Each Pure Data Node carries verified identity, semantic structure, ethical metadata and an explainability layer. AI operates on these nodes, not on raw data.
Verified Identity
Every node is cryptographically anchored via Decentralized Identity (DID).
did:web:cognitivelogic.it:robertomalini.
No data without verifiable provenance.
Semantic Structure
97 nodes · 182 relations (graph v5). Node types: institutions,
algorithms, regulations, KPIs, territories. Source of truth
on Hetzner /root.
Ethical Metadata
QEN scores embedded directly into data objects.
QEN = (Vs × 0.40) + (Va × 0.35) + (Vt × 0.25).
Scale 0–100. Reference: CNA Bologna = 77.75.
Explainability Layer
All cognitive operations remain traceable and verifiable. Every decision produces a reconstructible logical chain. PDF report export via jsPDF.
Cognitive Processing Stack
The multi-layer cognitive processing flow.
Phase 01
Data Ingestion
Semantic parsing, normalisation, integrity validation. JSON-LD via /validate.
Phase 02
Knowledge Graph Layer
Dynamic relational modelling across cognitive domains. 97 nodes · 182 relations (v5).
Phase 03
QEN Sovereign Reasoning
QEN Sovereign Intelligence in parallel. Neuro-symbolic inference, QEN scoring, EU AI Act + GDPR compliance.
Phase 04
Ethical Governor
Continuous assessment via QEN. Real-time score. PDF report. Unified orchestrator output.
API Endpoints
Public and verifiable infrastructure.
api.cognitivelogic.it —
Nginx · QEN Sovereign Runtime · SSL Let's Encrypt · Hetzner CAX21 ARM64.
/copilot-analyze
EU AI Act Annex I/II/III classification.
GDPR art. 22 / art. 35 mapping.
Integrated QEN Score. Rate limit: 10 req/min.
Unified Governance Analysis
Unified governance, risk, QEN scoring and evidence analysis.
Explainable and traceable output through QEN Sovereign Intelligence.
QEN Sovereign Score
QEN scoring across three dimensions (Vs · Va · Vt).
Batch ETL pipeline. Territorial data analysis.
Market intelligence and sector scanning.
/cross-data
Multi-institutional by zone and supply chain.
ETL open.er.it · CCIAA TelemacoPay.
2000+ nodes · Enterprise scale.
Ethical AI by Design
Ethical alignment as a computational substrate.
Not post-hoc — structural. Embedded in the knowledge graph, QEN weights, EU AI Act classification. Ethics is not a narrative — it is a dataset.
T
Transparency
E
Explainability
S
Sovereignty
Application Domains
The application domains of the cognitive engine.
Ethical AI Governance
EU AI Act classification, GDPR compliance, algorithmic auditing. AI governance as operational infrastructure, not documentation.
Intelligence for Food Systems
Neurogastronomy, sustainability metrics, behavioural cognition. QEN scores for artisanal ecosystems and local supply chains — Bologna 100 Botteghe.
Knowledge Infrastructure
Semantic knowledge graph v5. Static JSON on Hetzner /root. 97 nodes · 182 relations. Node types: institutions, algorithms, regulations, KPIs, territories.
B2G Data Intelligence
Institutional dashboard. ETL CCIAA TelemacoPay. Enterprise CCIAA · Regione ER. Roadmap Q4 2026 – Q1 2027.
Bolkestein 2027
Pre-assessment for state concessions and street markets. Scarcity analysis, CJEU case law C-458/14 and C-20/21, risk level, territorial QEN and evidence dossier for 2027 tenders.
Sectors: Beach concessions · Street vendors · HoReCa