Five steps: submit, see a flat capped quote, accept & pay, the agent runs autonomously within budget, you download the dataset and a signed certificate. You're only contacted mid-job if a cap would be exceeded.
The quote is flat and capped before any work starts. Accepting it pre-authorizes the agent to run autonomously inside that budget — it can’t bill you past the cap. The only time it stops to ask is if finishing a job would exceed the cap you approved; then you approve a top-up or keep your cap. Either way, no surprise bill.
See a signed certificate →Pay the flat, capped price via Stripe Checkout. The cap becomes the agent’s budget.
Refines or synthesizes autonomously on DGX Spark — and meters its own real spend against the cap.
If finishing would exceed your cap, it asks — approve a top-up or keep your cap. Otherwise, no interruptions.
The custom Aegis-14B model governs every job from local inference — fast, private, zero-marginal-cost refinement and synthesis with strong data residency. Paid external APIs are reserved for the rare cases that justify them, and only within the budget you approved.