Safety and trust in Senza
How we think about safety, approvals, and human control.
I do not want a system that moves fast and breaks trust. Speed without safety is just noise.
The trust problem
People will not hand over important work to a system that can surprise them. That is true for me, and it is true for the teams I talk to.
What safety means to us
Safety is not just about security. It is about clarity. If a system proposes a change, you should know why. If it can act, you should have the power to approve or decline.
The Senza model
Senza builds a structured plan, validates it, and requires a human commit for state changes. Every decision leaves a clear trail. That is how you move fast without guessing.
What this enables
When people trust the system, they use it. When they use it, they get outcomes. Safety is the price of real productivity.
If you want the broader philosophy, read The Senza Philosophy: From hype to human progress.
If you want the technical deep dive, read The backbone of reliable AI: deterministic ops.