Name the operating envelope.
Identity, interface, context, and deployment intent begin in the same record.
CompanyAIN / 01
An AI-native company for agent-native systems.
Ainfera builds open-weight models for systems that use tools, preserve state, and recover across long-running tasks. The company is organized around one durable output: a model teams can own, operate, and judge on explicit evidence.
Neptune 27B model card01Company
The company is organized around the model.
AI-native means the model is not an add-on to a conventional product. Research, evaluation, interface design, and publication all meet at the release itself. Neptune is Ainfera's first model family and the reference point for that company architecture.
- 01Object
- Open-weight models for agentic systems
- 02Method
- System-level evaluation with explicit conditions
- 03Release
- Weights, interface, limits, and evidence record
02Factory
The factory is AI-native, too.
The factory treats model definition, agent interface, evaluation, and release record as one connected system. The work is not finished when a weight file exists. It is finished when the intended behavior and the conditions of every claim are legible.
Test the complete system.
Tools, state, recovery, hardware, and runtime remain attached to the observation.
Ship a model with its receipt.
Public numbers stay N/A until their method and conditions can travel with them.
03Founder
Solo founder
Hizrian Raz
Hizrian founded Ainfera to build model companies differently: start with a model worth owning, make the agent system part of its definition, and keep public claims inside the boundary of available evidence.