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Autonomous multi-agent B2B procurement operating system featuring two-step milestone authorization holds and cryptographic dispute defense on PayPal.
HG‑CLM/CIDPS is a human‑in‑the‑loop control plane that prevents intent drift, detail loss, and token waste in LLM workflows by governing context with user curated intent zero changes to the models
