Back to blog

LLMs for business: what they can and cannot do (without breaking operations)

A pragmatic guide: where LLMs help, where they are risky, and how to build guardrails so AI stays reliable in production.

May 4, 2026

LLMs generate text, not truth

Guardrails, validation and “human in the loop” make the difference between a demo and a product.

Relevant articles