Sector Overlay — Public Sector AI

AI Governance for Automated
Decision Systems

Structured oversight for high-risk AI environments within regulated public institutions.

Aligned with EU AI Act high-risk requirements.

Sector Reality

Public sector institutions deploy AI systems across benefits processing, law enforcement support, procurement assessment, and citizen service routing.

Under the EU AI Act, systems that impact citizens' access to public services, evaluate individuals, or support law enforcement are classified as high-risk.

Public accountability obligations demand structured, auditable governance — not internal reporting cycles.

Governance Gap

AI systems are procured across departments without centralised oversight.

Human oversight mechanisms are assumed through policy — not structurally implemented.

Vendor AI documentation is scattered across procurement files and contracts.

No unified layer exists to continuously monitor high-risk AI system compliance.

Platform Overlay Modules

AI System Registry

Inventory of all automated decision systems across departments.

Risk Classification Engine

Automated mapping of citizen-facing AI systems against high-risk criteria.

Vendor Oversight Portal

Structured documentation for third-party AI providers in public contracts.

Continuous Monitoring

Track system performance, incidents, and obligation updates.

Executive Dashboard

Accountability-ready visibility for senior leadership and oversight bodies.

Regulatory Update Engine

Monitor evolving public sector AI obligations across jurisdictions.

Architecture

Institution
AI Systems
LGA Engine
EU AI Act — High-Risk Obligations
Public Administrative Law Layer

Transforms regulatory obligations into structured operational governance workflows.

Executive Accountability

Which AI systems in your institution are classified as high-risk?

Is human oversight formally defined and documented for each?

Can structured documentation be produced within 24 hours of a regulatory inquiry?

Designed to withstand regulatory inquiry.

LGA – Lifecycle Governance Agency

Operational Governance for AI & Robotics

Lifecycle Telehealth group BV

Trading as Lifecycle Governance Agency

Enterprise number: BE 0878.090.520

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Lifecycle Governance Agency provides governance implementation and evidence-support services. It does not act as a regulator, notified body, certification body or legal adviser.

Clinical AI Registry™ is a proprietary framework of Lifecycle Governance Agency.