Skip to content

Shadow AI: The Invisible Risk in Your Organization

AI agents, personal accounts, IDE extensions… AI is already everywhere. The real question is not “should we allow it?” but “how do we govern it?”

Why Shadow AI Is a Strategic Risk

Shadow AI emerges when team velocity outpaces IT governance.

Data Leakage

Proprietary code, customer data, and internal documents sent to external models without control.

Lack of Visibility

No traceability of prompts, models used, or AI-driven decisions.

Uncontrolled Costs

Multiple accounts and no AI FinOps oversight.

AI Act Exposure

Potential non-compliance with governance and auditability requirements.

The Solution: Operate AI as a Platform

Argy transforms AI into governed infrastructure integrated into your DevSecOps architecture.

1. Single Entry Point

The LLM Gatewaycentralizes all AI calls: quotas, filters, audit logs, multi-provider routing.

2. Governed Agents

Argy Codeand Argy Chatdeliver modern UX without Shadow AI.

3. Industrialization

Module Studioenables versioned, governed AI golden paths.

4. Compliance by Design

Built-in governance, full traceability, and AI Act alignment.