A commerce-AI application studio building the infrastructure, metrics, and open tools for the agentic-commerce era.
A-Ventures Global is an AI studio focused on commerce — the place where agentic AI meets real revenue. We design agentic systems, ship development tools, and publish open metrics and standards for measuring AI where it actually touches the P&L. Our work spans enterprise Amazon and marketplace commerce, inference unit economics, and the tooling that makes AI-driven commerce measurable and accountable.
We open-source the interfaces, specs, and conventions of this work — the measuring sticks the category can adopt — while building the systems that run on top of them.
| Project | What it is |
|---|---|
| PRDIS | Profit Routed per Dollar of Inference Spend — an open metric for measuring the economic efficiency of AI inference in commerce. One number, comparable across models and time. Try the calculator → |
More open tools and standards are on the way — agentic-commerce infrastructure, marketplace tooling, and the metrics that make AI-driven commerce legible.
- Agentic commerce — the emerging stack where AI agents make commerce decisions, and what it takes to do that profitably.
- Inference unit economics — treating AI spend as a line item that has to earn its keep, not a magic cost center.
- Open metrics & standards — publishing the vocabulary the category measures itself by.
- Enterprise marketplace commerce — deep roots in Amazon 1P/Vendor and the operational discipline serious brands require.
Based in Bend, Oregon · Building in the open