ORA runs on your hardware, governed by your rules, with your data. No black boxes, no surprise token bills: and the governance floor comes built in.
Run open models on your own GPU: no per-token billing after setup. ORA is model-agnostic: local first, cloud only when you allow the lane.
The constitution runs on your machine. Your rules, your authority levels, your spend caps, enforced by the fail-closed broker, not a vendor's defaults.
Local-first memory and files. With the egress lock shut, your data physically can't leave the box: that's the exfiltration floor, not a policy promise.
Illustrative break-even on GPU cost alone, most operations land inside 3–6 months.
| Scenario | API / month | Own-it / month | Break-even |
|---|---|---|---|
| Light use (5M tokens/mo) | $25–$75 | $8–$15 | ~3 months |
| Medium use (50M tokens/mo) | $250–$750 | $25–$60 | 2–4 months |
| Heavy use (500M tokens/mo) | $2,500–$7,500 | $150–$400 | 4–6 months |
| Team (10 users) | $5,000–$15,000 | $300–$800 | 3–5 months |
Illustrative figures: typical cloud GPU rental vs. metered API pricing as of early 2026. Your numbers depend on models and load.
No prompts on third-party servers, no conversation logs you don't hold. Privacy compliance gets a lot simpler when data never moves.
ORA enforces your constitution: not a vendor's defaults. Change your rules without asking anyone's permission.
Model-agnostic by design. Run one open model today, a different one tomorrow, your fine-tune next month: same governance floor.
One GPU cost regardless of usage. No surprise token bills at month end, no rate-limit lockouts at the worst moment.
Join early access, or have 3D3D set up the full sovereign stack on your hardware.