QEN Framework
Principles, metrics, decision models and explainability criteria.
Cognitive
Logic
Bologna · Italy
AI Governance Infrastructure
QEN Framework
AI Governance Infrastructure
QEN Framework
AI Governance · Knowledge Governance · Explainability
Measurable
artificial
intelligence.
Cognitive Logic develops the QEN Framework: an enterprise methodology that transforms evidence, organisational knowledge, regulatory requirements and decision accountability into governance systems that are measurable, explainable and verifiable.
Enterprise Baseline · 2026
The QEN Framework now has a complete enterprise baseline.
Cognitive Logic has defined the methodological system required to design, execute, measure, document and govern AI Governance and Knowledge Governance programmes across the entire delivery lifecycle.
Service Catalogue
Formalised enterprise services for assessment, strategy and governance.
Delivery Framework
Lifecycle, evidence, KPIs, risks, decisions, quality and reporting.
Validation Programme
The first official methodological validation programme is underway.
QEN Validation Programme
QEN Validation Programme No. 001
The first official validation programme demonstrates the applicability of the QEN Framework in a real case by measuring quality, repeatability, explainability, traceability and governance across the entire process.
Objective
Validate the methodology without developing new software, using only the enterprise assets already completed.
Outputs
Assessment, KPIs, evidence, risk analysis, roadmap, executive report and the first official case study.
First Validation Case
Costa360 is the first real-world validation case.
Costa360 provides the first operational environment used to verify the behaviour of the QEN Framework throughout the delivery lifecycle.
Role
An independent application case used to produce evidence, verify KPIs, collect results and build the first official case study.
Approach
Evidence First, Governance First, Explainability, Decision Traceability and Human Accountability.
Enterprise Capabilities
A methodological infrastructure for artificial intelligence governance.
The QEN Framework integrates governance, knowledge, evidence, measurement and decision processes into a single, verifiable and technology-independent model.
AI Governance
Roles, controls, accountability and oversight of AI systems.
Knowledge Governance
Structured knowledge, semantic relationships and verifiable sources.
Evidence Governance
Collection, validation and management of evidence.
Explainability
Decisions that are understandable, justified and verifiable.
KPI & Measurement
Indicators, metrics and continuous governance measurement.
Risk & Decision Governance
Risk management, approvals and decision accountability.
How QEN Works
From evidence to decision.
The QEN method organises every project through a repeatable, documented and verifiable process.
Evidence
Collection of information and sources.
Assessment
Methodological evaluation and requirements analysis.
Measurement
KPIs, metrics and measurable indicators.
Decision
Recommendations and decision governance.
Improvement
Roadmap, continuous improvement and review.
Research & International Watch
Research, international monitoring and continuous development.
The QEN Framework evolves through applied research, regulatory monitoring, real-world cases and continuous validation.
Research
Applied research and methodological development.
International Watch
Continuous monitoring of international developments.
Knowledge Evolution
Continuous improvement of the framework and its standards.
Enterprise Engagement
Making data, knowledge and decisions intelligible.
Cognitive Logic supports organisations, companies and institutions in designing measurable, explainable and verifiable AI Governance systems.