After a model makes a judgement, a task still needs to move into execution. ID Axis is IDENIFE’s automatic execution framework, connecting reasoning, task orchestration and tool invocation as a shared foundation for different products.
Distinct roles for models and execution
In IDENIFE’s architecture, HuanYu provides multimodal understanding, reasoning and model evaluation. ID Axis handles automatic execution and capability extension.
The model foundation and execution framework connect so products can organise capabilities around their own tasks. This separation makes the responsibilities of the wider system clearer.
An execution framework connects model capabilities with practical work.
Serving specific products
Both ID Omnia and ID Optima are built on ID Axis. ID Omnia focuses on automatic data-warehouse construction, while ID Optima focuses on automatic high-quality datasets.
These products address different data problems while sharing the execution foundation of reasoning, task orchestration and tool invocation. The framework is applied through concrete product workflows.
Extending into more scenarios
ID Axis is open source, and IDENIFE invites developers to contribute plugins, connectors and scenario capabilities. The framework can generate, validate and activate plugins to extend the tools available for a task.
Collaboration focuses on connecting the framework to practical tools, systems and business work. Plugins and connectors allow domain expertise to participate in execution and developers to extend capabilities around specific needs.

