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Technical infrastructure

A directed-graph architecture on LangGraph, self-correcting verification loops, and dynamic tool use and function calling.

Core capabilities

  • Multiple agents split by specialism: a collector, a specification auditor, a risk analyst.
  • Human-in-the-loop controls that put a person in the path of any critical decision.
  • Automatic rollback on failure, and algorithms that follow an alternative route instead of stopping.

Target sectors

Supply chain, logistics, procurement, manufacturing, e-commerce.

OpenAIGeminiAnthropicWindows 365Amazon S3Google BusinessKimiGrokLLMOpenAIGeminiAnthropicWindows 365Amazon S3Google BusinessKimiGrokLLM