I run shadow AI on purpose.
Not the dangerous kind. The productive kind. Agents that draft, review, propose, and publish while I sleep. An orchestrator that fires at 3am without me. Content that queues, deploys, and reports back before I open my laptop.
I built it intentionally. I know exactly what is running, what it touches, and what it cannot touch.
Most operators have the opposite problem. They have shadow AI too. They just do not know it yet.
"Two years ago, I was the same operator. I looked at my own stack and realized I had made dozens of AI decisions without calling them that."
Tools I used. Data I fed in. Workflows I handed to a model without thinking about what came out the other end. That audit changed how I built everything that followed.
Now when I look at a 30-person company, I see it immediately. The ops manager summarizes contracts in ChatGPT. The HR coordinator runs candidate notes through a free tool she found on Reddit. Neither thinks she is doing anything wrong. She is not. She is doing what I did. Using what works. Moving faster.
The difference is she has no framework for what goes in and what stays out.
"That is not a future risk. That is your present state."
The question is not whether you have shadow AI. You do. The question is whether you find it on your terms or someone else's.
One thing to do this week
Send this to your team today:
"Quick question, no judgment: what AI tools are you actually using day-to-day, including anything personal you use for work? ChatGPT, Claude, Notion AI, browser extensions, anything. I am building a real picture of what we are working with so I can support you better."
What comes back will be the most honest technology inventory your company has ever produced.
I know. I ran the same audit on myself first.
The inventory is not the audit. It is the beginning of a conversation you are already behind on.
Reco Security, "The 2025 State of Shadow AI Report" • reco.ai
JumpCloud, "11 Stats About Shadow AI in 2026" • jumpcloud.com