Industries / Enterprise AI Governance
Enterprise AI Governance
Sovereign, explainable, and policy-aligned AI governance for enterprise systems operating under regulatory, ethical, or operational constraints.
Zekret enables enterprises to deploy AI models with full control over data, inference, explainability, and compliance — ensuring every AI-assisted decision is accountable, traceable, and aligned with regulatory frameworks such as the EU AI Act and NIST AI RMF.
Sovereign AI with zero data egress
Explainable, policy-aligned inferences
Deterministic enforcement for every action
Runs on-prem, VPC, hybrid, or air-gapped
Executive Overview
Enterprises rely on AI across finance, operations, customer support, risk, and compliance, but must keep systems explainable, auditable, policy-bound, data-sovereign, and consistent across environments. The Zekret Federated AI Governance Engine runs models inside the enterprise perimeter with zero data egress, full explainability, and strict policy alignment.
Enterprise AI Challenges
Data privacy and sovereignty risks when using external AI
Opaque model decisioning that fails audits
Inconsistent AI behavior across business units
AI Act high-risk requirements: explainability, traceability, oversight
Model drift and unauthorized modifications
AI not integrated with identity, policy, and enforcement workflows
How Zekret Addresses These
Local, sovereign AI inference with no data egress
Explainable outputs: reasoning trace, contributing factors, justification
Policy-aligned decisioning—AI can’t violate compliance rules
Drift monitoring, version control, and approval workflows
Cross-system consistency: same models and policies everywhere
Unified with identity, attestations, policy, and enforcement
Capabilities Map
Zekret Identity Engine
- Ensures identity integrity for AI-governed decisions
- Provides structured, non-PII inputs for models
Attestation & Policy Engine
- Defines constraints on AI behavior
- Validates identity and eligibility prerequisites
- Keeps decisions deterministic and rule-aligned
Screening & Risk Intelligence
- Risk signals and sanctions intelligence enrich AI inferences
- Supports AML, sanctions, and eligibility workflows
Deterministic Enforcement Layer
- Converts AI outputs into enforceable Allow/Block/Escalate
- Ensures consistent outcomes across systems
Federated AI Governance
- Executes AI locally with explainability traces
- Enforces model usage constraints; monitors drift and integrity
Integration SDK & Enforcement Gateway
- Embeds AI governance into enterprise systems via structured APIs
AI Governance Architecture
Zekret overlays identity, policy, federated AI execution, risk intelligence, and deterministic enforcement to create governable, explainable AI. Models run on-prem or VPC, with zero data egress and policy-constrained outputs.
Identity & Credential
- Identity context without exposing PII
Compliance & Policy
- Constraints and allow/block alignment for AI outputs
Federated AI Execution
- On-prem inference
- Zero data egress
- Explainable outputs
Risk Intelligence
- Sanctions and behavioral signals
- Eligibility and operational risk indicators
Deterministic Enforcement
- Policy-aligned actions
- Prevents unsafe decisions
Deployment Models
On-Premise AI Governance
Ideal for finance, insurance, operations, and critical workloads.
Private Cloud / VPC
Sovereign inference with strict isolation and compliance guarantees.
Hybrid Federated Architecture
Inference nodes deployed where needed across global regions.
Air-Gapped AI Execution
For extremely sensitive workflows (defense, critical utilities).
Compliance Alignment
EU AI Act (high-risk systems)
NIST AI Risk Management Framework
Enterprise model governance frameworks
GDPR & privacy-by-design
Sector controls (banking, gaming, public sector)
Operational risk and audit requirements
All AI decisioning includes explainability, version-controlled governance, non-reversible non-PII inputs, and deterministic enforcement integration.
Key Benefits
Deploy AI safely in high-assurance environments
Full explainability for every inference
Zero data egress and full sovereignty
Prevents unsafe or non-compliant AI behavior
Deterministic outcomes guided by policy
Fits seamlessly into enterprise architecture
Reduces regulatory exposure and model risk
Scales globally across business units
Deploy AI You Can Govern, Audit, and Trust
Bring explainable, sovereign AI into your enterprise workflows with Zekret’s Federated AI Governance Engine.