Where privacy meets
what's next
Product experiments at the intersection of data privacy and generative AI.
Our Premise
What if privacy and AI worked together?
Osano has spent nearly a decade helping thousands of companies manage data privacy at scale. Osano AI is where we ask the harder questions — what does it look like when AI and privacy aren’t adversaries but collaborators? These are our experiments.
Privacy-Aware AI
Can AI systems be genuinely useful and still respect data boundaries? We’re building tools that prove they can — not by restricting capability, but by rethinking the architecture from the ground up.
Compliance Intelligence
Regulations move fast. We’re exploring how AI can help privacy teams stay ahead of evolving requirements without drowning in legalese or manual review cycles.
Open Experimentation
We build, learn, share, and invite the community along. Some experiments are obvious, some are esoteric. Some experiments ship while others teach. Both matter.
Latest from the lab
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The End of Junior Engineering
Arlo Gilbert · June 30, 2026
Anthropic just said it doesn't hire junior engineers anymore. The real story isn't replacement, it's the apprenticeship ladder a frontier AI lab quietly just removed a rung from, and what that means for the senior-engineer market in 2030.
Architecting the Multi-Inference Gateway: Routing in the Age of $50/M Token Models
Arlo Gilbert · June 11, 2026
Fable 5 is the best model I've ever used and the most expensive. If your application still talks directly to one model API, your bill is about to teach you a lesson.
The AI Rebellion Already Happened
Arlo Gilbert · May 19, 2026
The American rebellion against AI has happened before. What matters is which past rebellion this one actually resembles.