Vannus records that this vendor routes across several model providers — not captured by one. Every finding below is quoted to the vendor’s own document, or marked not disclosed where the vendor publishes nothing.
Lightweight compound AI orchestration framework — stateful directed cyclic graphs for multi-actor Planner→Researcher→Coder→Execution pipelines with recursive reflection loops
We do not provide built-in utilities. Instead, we offer examples—please implement your own
The quote above names one provider. The multi-provider finding rests on the vendor’s full disclosure — None bundled — the developer supplies the model by implementing their own call_llm() utility against any provider (docs show OpenAI/gpt-4o, Anthropic/claude-sonnet-4-0, Google/gemini-2.5-pro, Azure OpenAI, Ollama/llama2 local, and DeepSeek as interchangeable examples) — not on that line alone.
Not yet assessed. We publish a sovereignty position only where the vendor documents one — we do not infer it from a domain or a company name.
Vannus publishes a nine-dimension trust framework — data sovereignty, training privacy, compliance posture, operational resilience, exit portability, and more. The heaviest criterion asks whether the tool builds its own AI or resells someone else's model; where the vendor discloses it, the grade cites the vendor's own documentation. No paid placements — scoring is walled off from affiliate revenue. See the methodology →