Step 1: AI Inventory
The foundation of AI compliance is knowing what AI tools your organization uses. This includes approved enterprise tools and shadow AI (tools employees use without formal approval).
Create a comprehensive catalog of every AI tool in use across your organization. For each tool, document: the vendor name and product, what business function it supports, what data it processes, who uses it, and whether it was formally approved by IT or leadership.
Common AI tools to look for include: ChatGPT and other large language models, AI features built into existing software (Microsoft Copilot, Salesforce Einstein, etc.), automated marketing platforms, AI-powered analytics tools, hiring and recruitment AI, customer service chatbots, and AI-driven decision-support systems.
This inventory should be repeated at least quarterly. AI adoption moves fast, and new tools appear constantly. Assign an owner for the AI inventory and make updates part of your regular governance cycle.
Key Takeaway
You cannot comply with AI regulation if you do not know what AI tools your organization uses. Shadow AI (unapproved tools employees use on their own) is your biggest blind spot.