What it is
FoxAI is FoxHeight’s intelligence orchestration line. It does not claim AGI. It focuses on provider abstraction, prompt pipelines, tool gates, and evaluation hooks.
Architecture
Requests enter a routing layer, optional tools execute only on allow-lists, and outcomes are logged for review. Ranking on Continuum remains deterministic — not a foundation model.
Capabilities
- Provider routing concepts
- Human approval gates for high-impact tools
- Evaluation scaffolding for prompt changes
- Observability spans for inference sessions
Security
Tool execution is deny-by-default. Secrets never belong in prompts stored in public content. Audit trails matter more than novelty demos.
Research focus
Which retrieval and ranking signals stay trustworthy when content is adversarial or multilingual?