Responsible data

Ariamena describes its practices plainly. We do not claim certifications we have not earned or make promises the work cannot keep. What follows is how programs are designed and run.

Six principles

Each principle is an operating rule, not a value statement. They shape how programs are scoped, staffed, run, reviewed, and delivered.

01

Privacy-aware by design

Programs are scoped to what the model needs and no more. Sensitive material is minimized, protected, and handled according to agreed rules.

02

Consent-conscious workflows

Contributors know what is being captured, why, and how it will be used, before capture begins.

03

Clear governance

Every program has defined owners, permitted uses, and handling standards, documented from the start.

04

Quality and traceability

Each data point can be traced to its origin, its review history, and its acceptance status.

05

Context before scale

A smaller dataset that represents reality is worth more than a larger one that flattens it.

06

Respect for people and places

The people and environments behind the data are partners in the work, not raw material.

In practice

What responsibility looks like at each point in a program.

01

Before capture

Scope is agreed and written down: what is captured, where, from whom, for what permitted use. Contributors are briefed and consent is recorded before any recording begins.

02

During capture

Sensitive material is minimized at the source. Contributors can pause or withdraw. Program owners are reachable throughout.

03

During structuring and review

Access is limited to the people doing the work. Every data point carries its origin and review history.

04

At delivery and after

Permitted uses travel with the data. Retention and deletion follow the agreed terms. Documentation is delivered with every version.

Security and data handling

No certifications are claimed. This is what we do, stated plainly, and what we are working toward.

01

Storage

Data is encrypted in transit and at rest. Programs can be pinned to a storage region, including in-region options for the Middle East and Europe.

02

Access

Access is limited to the named program team. Contributors see only their own sessions. Client reviewers get read-only access to their program.

03

Retention and deletion

Retention periods are agreed per program. Raw material is deleted after delivery unless the agreement says otherwise. Deletion is confirmed in writing.

04

Contributor protection

Faces, screens, and documents can be blurred at capture. Contributors can pause or withdraw a session, and withdrawn sessions are removed from every delivery.

05

Agreements

Every program runs under a data processing agreement and mutual NDA. Sub-processors are listed in the program documentation.

06

In progress

A SOC 2 Type I readiness assessment is under way. We will state the result here when it is done, not before.

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