5 Product & traction
The model service and Praxis App have usage and revenue records. September 2026 figures are historical; current capabilities, work in progress, and year-end goals are separate.
Praxis has usage records for its model service and Praxis App, and is turning internally used agent capabilities into platform services businesses can integrate.
Product status
The web version of Praxis App has users; the model service has a common address, public catalog, console, and API documentation generated from official specifications. The internal agent system is used in daily work; internal use, available documentation, and a complete stable external service are different stages.
The table separates existing foundations, work underway, and delivery goals. See the developer documentation for current integration scope; the year-end column states goals, not launch announcements.
| Product | Existing foundation | Work underway | End-of-2026 goal |
|---|---|---|---|
| Model service | Launch record; common address, OpenAI and Anthropic compatible interfaces, model catalog, and console | Improve the catalog and billing | Stable service with complete documentation |
| Agent service | Internal system used daily; service API documentation exists | Turn internal capabilities into a complete platform service | Stable service |
| Sandbox | Resource access foundation and API documentation | Improve the service and guides | Stable service |
| Search | Resource access foundation; developer page still says not open | Build the service and complete documentation | Stable service |
| Praxis App | Web version with users | Rebuild on the cloud services | Web, desktop, and mobile |
| Complete onboarding | Sign-up, payment, and calls have been run through | Remove the need for staff assistance | Full process works independently |
Usage and revenue so far
As of September 2026, the business record showed more than a thousand registered users, hundreds of additions each month, hundreds of monthly active users, and tens of daily active users. Dozens of paying users prepaid for usage; these historical ranges do not prove the current launch scope of the new platform.
More than ten teams connected directly to the model service, with the number growing weekly. Monthly processing ranged from billions to around ten billion tokens, predominantly on Chinese models chosen by users; tokens measure information processed by models.
In the same period, model revenue exceeded purchasing costs, with a gross margin of roughly 20% that was improving month by month. Here gross margin means revenue after purchasing costs, not company net profit; updated periods, definitions, and detailed records remain to be supplied.
The App uses the platform first
Praxis App is being rebuilt entirely on the cloud services as the platform’s first major customer. The team tests capabilities with real work before offering them to external customers.
The App helps developers and businesses build and operate agent services. Personal Agents assist that work, and Service Agents enter the business’s own operations; App use creates resource usage on the platform.
The method has been used in practice
People leading an AI team built the initial platform. People make decisions and accept results, while AI handles much of development and operations; this supports the cost argument in Why now, although a full cost comparison remains to be supplied.
What we aim to deliver by year end
The end-of-2026 goal is stable model, agent, sandbox, and search services, complete API documentation, and independent sign-up, payment, and first use. Praxis App is planned for web, desktop, and mobile, with specialized agents able to learn, be published, and run through the complete process.
We intend to complete each capability first, then deepen it. The next chapter explains customers’ alternatives and Praxis’s position among them.
4 Market
Customers are developers, businesses, and service providers building agent services. The market is actual resource spending, beginning in Chinese-speaking markets in China and Southeast Asia.
6 Competition & positioning
Customers can choose model gateways, agent hosting, or large clouds. Praxis focuses on managing resource suppliers and helping smaller businesses operate specialized agent services end to end.