// Link · 20 January 2026

Why Pure AI Agents Fail in B2B (and How To Build Deterministic Workflows)

Pure LLM agents struggle in B2B environments because flexibility comes at the cost of predictability; separating decision-making from execution through structured workflows makes AI systems reliable, testable, and commercially viable.

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