Useful in proportion to reach.
Safe in proportion to limits.
An agent that can reach nothing is a chatbot. An agent that can reach everything is an incident waiting for a date. FlozentAi exists to make the space in between configurable, reviewable and auditable — so the answer to “what can it do?” is a list someone approved.
Why we built it
Every team that tries to put an agent inside real software hits the same wall in the same order. The demo works. Then someone asks which customer’s data it can see, and whether it can write to the CRM, and who approved that, and what happens when the token leaks. Answering those four questions well is most of the work, and it has almost nothing to do with the model.
So that is what we built: the identity, scope, review, approval and audit layer that sits between a model and the software your business runs on. You keep your models, your infrastructure and your rules. We make the boundary explicit.
What we hold to
Governance is not a tier
Approvals, tenant isolation and audit traces are in the plan everyone gets. A platform that sells safety as an upgrade has the incentive pointed the wrong way.
We should not hold your secrets
There is no field in the product that accepts a credential value. Less to leak is a stronger guarantee than more to protect.
A person decides the consequential things
Not because models are unreliable, but because accountability needs a name attached to it. Approval binds a decision to a specific proposal.
If you cannot trace it, it did not happen safely
Every run records identity, context, the policy decision and the provider request. That trace is the difference between an incident and a mystery.
Where we are
FlozentAi is built by a small team and priced so a team can adopt it without a procurement cycle. If you are evaluating it for something larger — a security review, private model routing, data residency — that conversation is a short email away.
See whether the boundary fits yours.
The docs describe the identity model and the approval binding in the detail a review needs.