Let’s reframe the AI conversation

We are being told, at every conference, every vendor pitch, every executive offsite, that we MUST embrace AI. Faster. Wider. Everywhere. It is being rammed down our throats at every corner and there is nowhere left to hide from it.

Meanwhile, the compliance world still has not figured out crypto. And AI makes crypto look like a first grader walking into a graduate-level class.

Stop. Breathe. Think about what we are actually doing.

Most organizations cannot tell you, right now, how many AI instances are running on their network. Not just the approved copilots, ALL of it. The browser extensions. The meeting recorders. The SaaS modules with AI quietly switched on in the last vendor update. The agents employees spun up last Tuesday with a personal API key. The “free” plugins promising productivity. If you do not have that inventory, you are not in control. Period.

Local admin still enabled across endpoints? You have handed the keys to anyone who can social-engineer a single user. Every unsanctioned model becomes a potential exfiltration channel, and you will never see the data leave.

Here is the number that should keep every board awake:

Only 16% of organizations have a fully established DLP (Data Loss Prevention) program. Just 4% have deployed it organization-wide. Meanwhile, 78% of companies are already using generative AI tools. 

Read that again. 78% are using the technology. 4% have the controls to govern it.

That is not innovation. That is sleepwalking into the largest data exfiltration event in corporate history.

The conversation we should be having is not “how do we adopt AI faster.” It is:

→ Do we have a complete inventory of every AI tool, plugin, and agent touching our data?

→ Have we removed local admin and enforced least privilege?

→ Does our DLP actually inspect AI-bound traffic, including conversational prompts?

→ Do we know what data has already been pushed to external models and is now training someone else’s product?

→ Who owns AI risk on the org chart? (If the answer is “everyone,” it is no one.)

AI is not the enemy. Ungoverned speed and greed are. 

The companies that win the next decade will not be the ones that adopted AI first. They will be the ones that governed it properly while everyone else was busy posting about “transformation.”

Inventory. Control. Then scale.

What does your real AI inventory look like today? Be honest