Shadow AI: Find and Govern Ungoverned AI Tools
Shadow AI is the use of AI tools and APIs outside the oversight of IT, security, and compliance teams. Xilos routes every AI interaction through your organization's rules.
⚠️ Organizations find 2-4x more AI than expected when they audit their environment. Employees are using personal ChatGPT accounts, unapproved API integrations, and shadow development projects to process corporate data.
Shadow AI is the use of AI tools and APIs outside the oversight of IT, security, and compliance teams. It's the fastest-growing governance risk in enterprise AI — and most organizations don't know it's happening until a data breach forces an audit.
Two Types of Shadow AI
1. Consumer Shadow AI
Employees paste sensitive corporate data into personal ChatGPT, Claude, or Gemini accounts. No data retention controls. No audit trail. No way to know what was sent where.
2. Development Shadow AI
Developers integrate LLM APIs into internal tools, scripts, and automations without security review. These integrations run 24/7, consuming tokens and sending data to providers with no oversight. One company's shadow development project burned $150,000 in a single billing cycle with zero measurable ROI.
The Risks of Ungoverned AI
| Risk | Impact |
|---|---|
| Data exfiltration | Sensitive data sent to LLM providers with no controls |
| Compliance violations | GDPR, HIPAA, SOC 2 breaches from unapproved data processing |
| Cost overruns | Ungoverned API usage with no budget caps |
| No audit trail | Can't prove what was sent to which provider |
| Security blind spots | No visibility into which models are processing your data |
| Vendor sprawl | Employees use 5+ different providers with no unified management |
How Xilos Eliminates Shadow AI
Xilos doesn't block AI usage — it governs it. By providing a unified, OpenAI-compatible gateway that routes every AI interaction through your organization's rules:
Route Everything Through One Gateway
Point all your AI tools — WorkBench, API integrations, developer scripts, third-party apps — at the Xilos gateway. Every query passes through your routing rules, restrictions, and audit logs.
Detect Shadow AI Usage
Xilos query logs reveal which users are making AI queries, which models they're using, and which providers are receiving your data. You can't govern what you can't see — Xilos makes every AI interaction visible.
Enforce Content Restrictions
Define restrictions that block sensitive content (PII, financial data, source code) from reaching LLM providers. If a user tries to paste a customer's SSN into an AI query, Xilos blocks it before it leaves your organization.
Issue Scoped Virtual Keys
Give developers and teams virtual API keys with budget caps, rate limits, and organization-scoped access. No more open-ended API keys with unlimited spending potential.
Audit Every Interaction
Every query — prompt, response, model used, token count, cost, governance flags — is logged and exportable. Compliance teams can demonstrate exactly what data was processed by which AI provider and when.
From Shadow to Governed
Shadow AI isn't a people problem — it's an infrastructure problem. Employees use unapproved tools because the approved tools are slow, limited, or non-existent. Xilos provides the governed alternative that's better than the ungoverned option.
Ready to take control of your AI?
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