// Hacker Noon · 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.

Hacker Noon

@hacker-noon · Cornelius Renken

hackernoon.com

Hacker Noon@hacker-noon