Industries · Regulated

Applications that have to hold up in an audit.

In regulated work, someone will ask what the system did. We build the application so the policy and the record are in the first release, because that is the environment the product lives in.

What we build

The agent, the authority, and the evidence.

Three kinds of work, same as the rest of the firm. Put a model into a job people already do. Rebuild a review around an agent. Or invent the application. In this environment, each one has to be explainable.

01 · Agents

Work inside a policy

An agent that files, reviews, or recommends, and stops when it would go past its authority. A named person takes the action from there. The stop is part of the product.

02 · Evidence

A record an examiner can use

What went in, what the system did, and who was accountable. The record is written as the call happens. It is not a memo assembled after someone asks.

03 · Premises

On your systems, when it has to be

If the data cannot leave, the application runs on your premises, on the systems you already operate. Aperion is that pattern in production today.

04 · Ownership

The IP stays yours

Code, data, and model artifacts stay with you. Your data is not training material for someone else's product. We say what the system must not do before it goes live.

Before release

What has to be true first.

The line it cannot cross

The actions that need a person, the data it may read, and the data it may not. Named in the build, not discovered in an audit.

A person on the action

When the agent goes past its authority, someone specific can stop it. That name is in the record with the call.

Measured on your cases

The model is developed for the task and scored on your matters, including the ones that went wrong. If another model does the job better, we switch.

A cost that tracks the application

The build sits on tools we already operate, pointed at current models. Fewer vendors in the path. The price is the application, said before work starts.

In production

The same standard, already running.

Questions

What people ask before the first call.

What does an examiner actually get?

A record of the call: the input, the action, and the person accountable. Policy sits in the path, so the record is produced as the system runs.

Can it run on our premises?

Yes, when the data cannot leave. Aperion runs that way in production. A client build follows the same constraint.

Who owns the application?

You do. The code, the data, and the model artifacts stay with you. Your data is not training material for someone else's product.

Where else do you build?

Finance, manufacturing, and e-commerce. The release standard is the same. The job is different.

Bring the application that has to pass an audit.

We'll tell you what we'd develop, whether it has to run on your premises, and what has to be governed before it goes live.