Question 1

Does ORGN see or store my code?

Accepted Answer

No. ORGN is designed so code, prompts, and task context stay inside isolated, hardware-protected environments. Your code is never used to train any model.

Question 2

What makes the platform confidential?

Accepted Answer

Workloads run through confidential computing patterns such as trusted execution environments, confidential GPU infrastructure, encrypted sandboxes, attestation, and strict policy controls.

Question 3

What is Gateway?

Accepted Answer

Gateway is ORGN's confidential AI gateway. It gives teams access to hundreds of models through one governed interface, with routing, observability, and controls for sensitive workloads.

Question 4

Can ORGN run in private or air-gapped environments?

Accepted Answer

Yes. Enterprise deployments can support private, restricted, and air-gapped environments for teams with classified, sovereign, or compliance-specific requirements.

Question 5

Can we prove where workloads ran?

Accepted Answer

Yes. Scanner provides attestation and audit trails across inference, agents, sandboxed compute, and gateway workflows so teams can verify execution and maintain evidence.

Question 6

How does pricing work?

Accepted Answer

Self-serve uses prepaid credits. AI usage and sandbox compute are passed through at provider cost plus a transparent 10% markup, with deductions itemized by task and model.

Question 7

What is CDE?

Accepted Answer

CDE is ORGN's confidential AI IDE. It lets developers use AI coding assistance while keeping repositories, prompts, terminals, and execution context inside protected environments.

Question 8

Can we build our own confidential agents?

Accepted Answer

Yes. The Agents SDK is designed for private agent execution, controlled tool access, secure data flows, and auditability across sensitive workflows.

Question 9

Why does Sandbox matter?

Accepted Answer

Sandbox gives each task an isolated execution environment for code, evaluations, and agent actions, reducing exposure when workloads involve sensitive repositories or untrusted operations.

Question 10

Can teams choose which models are allowed?

Accepted Answer

Yes. Gateway can route across supported models while enterprise controls define which models, providers, users, and workflows are allowed for each environment.

Question 11

Do you support regulated industry beyond defense?

Accepted Answer

Yes. ORGN is built for teams handling sensitive software and data across government, finance, healthcare, energy, infrastructure, and other regulated environments.

Question 12

What controls do admins get?

Accepted Answer

Enterprise teams can use admin controls for team management, usage policy enforcement, model access, deployment configuration, support workflows, and audit requirements.

Origin is the confidential agentic stack for the work you can’t expose