MX-ETHIC-AI™
(API Based Sandbox Deployment)
AI Runtime Governance System
For systems using external AI models
MX-ETHIC-AI™
enables full control over AI systems that are
not owned by the institution.
It validates outputs, enforces compliance,
and ensures
human authority in
real time.
MX-ETHIC-AI™
Runtime AI Governance Layer
Validates every AI decision before execution.
Ensures control, compliance, and auditability.
MX-ETHIC-AI™ – AI Governance System
During Execution
LLM generates the answer.
MX-ETHIC-AI™ decides whether it is allowed.
AI produces an output.
What This System Does
AI generates an answer.
MX-ETHIC-AI™ decides
if it is allowed.
The system controls whether that output can be used.
MX-ETHIC-AI™:
- validates the output
- filters risk
- ensures legal compliance
- provides control
AI generates the answer.
MX-ETHIC-AI™ is the
system that controls
whether that answer is
allowed to be used.
eGovernment Use Case
- Citizen submits a request
- AI generates a response
- MX-ETHIC-AI™ validates the decision
- Institution retains final control
- Full audit trail is recorded
Designed for
governments and regulated environments.
MX-ETHIC-AI™ is essential because it
enforces real-time control over AI decisions,
protecting institutions from
regulatory penalties
(EU AI Act), GDPR fines,
legal liability for
faulty decisions,
and reputational
damage caused by
non-transparent or non-compliant AI systems.
410 Governance
Modules
Real-Time Validation
Human Oversight
Full Audit Trace
Independent control layer.
Fully compatible with existing AI systems.
(no retraining required)
Governments don’t
need to build AI.
They need to control it.
Where MX-ETHIC-AI Applies
Built for environments where
accountability is non-negotiable.
🏛️
Public Sector
Ensures transparent and compliant AI decisions in government services.
🏥
Healthcare
Validates clinical AI outputs for safety and regulatory compliance.
⚖️
Legal & Justice
Enforces legal traceability and auditability of AI decisions.
🏦
Financial Services
Controls risk, fraud detection, and regulatory compliance.
🎓
Education
Ensures fair and transparent AI-assisted decision-making.
🔐
Critical Infrastructure
Protects high-risk systems with controlled AI operations.
What This System Does
MX-ETHIC-AI™ is a control layer positioned between
AI systems and real-world execution.
It validates outputs, enforces policies, and ensures that
only compliant decisions are executed.
SYSTEM FLOW
(Runtime Control Layer)
MX-ETHIC-AI operates between the
AI model and execution, validating every decision
before it reaches real-world systems.
The Problem:
No Runtime AI Governance
AI systems make decisions across critical domains.
But these decisions are not governed in real time.
01
No Legal Traceability
AI decisions cannot be linked to specific laws or responsibilities.
02
No Compliance Enforcement
Regulations exist, but are not enforced during execution.
03
No Human Authority
Decisions are made without real-time human control.
04
No Auditability
No trace of why a decision was made.
05
No Trust Architecture
Systems cannot explain or justify decisions.
06
No Existing Solution
Tools exist, but no unified governance layer.
The Solution:
Runtime AI Governance
MX-ETHIC-AI introduces a control layer that evaluates
every AI decision before execution,
not after.
It enforces policy, ensures compliance, and enables human oversight in real time.
01
Input Gateway
Detects context and activates relevant governance modules.
02
Parallel Module Activation
Multiple modules run simultaneously to evaluate risk, policy, and compliance.
03
Consensus Engine
Only outputs validated across modules are approved.
04
Ethical Trace ID
Every decision is logged with traceable logic and legal context.
05
Governed Output
Only compliant outputs are delivered or executed.
System Architecture
Three layers of authority. 410 modules of enforcement.
Layer 1
Legal & Ethical Layer
150 Modules
Defines the rules, laws, regulations, and ethical
standards that govern AI operations.
Establishes the foundational framework for
compliance and value alignment.
Includes:
- Legal Compliance Modules
EU AI Act, GDPR, ISO standards
- Ethical Guidelines & Value Frameworks
codified principles ensuring fairness,
accountability, and trustworthiness
Layer 2
Operational Layer
150 Modules
Executes validation and enforcement in real time
through active modules.
Provides continuous monitoring, compliance enforcement,
and transparent auditing across
all AI operations.
Includes:
- Risk, Policy & Compliance Modules
ensure adherence to regulatory and organizational standards
- Dynamic Context Engine™
adapts governance rules to evolving scenarios and environments
- Audit & Trace System
delivers full transparency and accountability through
real‑time tracking
Layer 3
Human Oversight Layer
50 Modules
Ensures that ultimate decision‑making authority remains with humans.
Safeguards transparency, accountability, and
ethical intervention
across all AI‑driven processes.
Includes:
- Human Override Interface™
enables direct human intervention when required
- Transparent Decision Tracking & Trace ID
provides full auditability of AI actions
- High‑Risk Intervention Capability
empowers authorized experts to override or halt
AI operations in critical scenarios
Human Authority is
Always Preserved
No decision is executed without the possibility of human intervention.
AI assists. Humans decide.
MX-ETHIC-AI™ operates as a
multi-layer governance
system controlling AI decisions
in real time.
Core System Components
Five components that make
governance operational.
Beyond the core
410-module architecture,
MX-ETHIC-AI™ includes five infrastructure components
that transform it from
a governance engine
into a complete enterprise-ready deployment platform.
01
Dynamic Context Engine™
Identifies context and activates relevant modules.
02
Ethical Arbitration Engine™
Resolves conflicts between policies and decisions.
03
Audit & Trace System™
Records every decision with full traceability.
04
Human Override Interface™
Allows intervention in high-risk scenarios.
05
Integration Gateway™
Connects seamlessly with AI systems and infrastructure.
Market Context
AI regulation is rapidly expanding across the EU and globally.
Organizations are required to ensure
compliance, auditability,
and human oversight.
Positioning
MX-ETHIC-AI is designed as a governance layer for
regulated AI environments.
It enables compliance, control, and auditability in real-time systems.
WHY IT MATTERS
- Control → Institutions keep authority
- Transparency → Decisions are traceable
- Safety → Risky outputs are blocked
- Trust → Systems become explainable
HUMAN AUTHORITY
No decision is executed without the possibility of human intervention.
AI assists. Humans decide.
PILOT READY
- Architecture defined
- Use case available
- Technical validation possible
- Sandbox deployment ready
This is not a concept.
This is a runtime
AI control system.
MX-ETHIC-AI™
The Founding Principle
"The organizations that build ethical
AI governance into their infrastructure
today will not simply comply
with tomorrow's regulations.
They will define the standard others
are required to follow."
Rudolf Rokavec · Founder, MeetXai™ · MX-ETHIC-AI™ · Belgrade, 2026
Become a founding governance partner.
MX-ETHIC-AI™ is available for strategic
pilot programs, institutional licensing,
and country-level deployment.
Early adopters shape the standard,
and gain first-mover advantage in a
regulatory landscape that is tightening rapidly.
