In 2017, Clarifai was building AI for the Pentagon. Project Maven. Military drone footage. Serious stakes. Then a breach happened & sensitive data exposed. But here’s the kicker: They didn’t report it. No disclosure, no protocol, just silence. That’s not just bad governance. It’s a trust killer.
The breach wasn’t the biggest issue. It was the response.
And when you're building for government defense, that’s a huge red flag.
Clarifai didn’t fail because they were hacked.
They failed because they weren’t ready for when things go wrong.
No mandatory breach response.
Fix: Define governance from day one, especially in high-stakes ops.
Weak access controls. Missing alerting.
Fix: Layered security + predefined incident playbook.
Delays killed trust. Not the breach.
Fix: Train teams for transparent response. Silence = liability.
Great tech doesn’t matter if your ops are green.
Fix: Vet maturity before high-risk deployment.
The Pentagon was left in the dark.
Fix: Build-in escalation paths & auto-reporting triggers.
You don’t need to be working with the military to mess this up. If your AI touches sensitive systems like finance, healthcare, law... you need more than models. You need governance. Before the breach. Not after.
Every serious AI rollout needs:
If you don’t have that? You’re not ready.
We run Ai audits that catch the cracks before they go public.
Handling sensitive data or infrastructure?
Let’s talk about strategy.
SensAI, Agentic AI dojo.