#Prompt chaos#AI strategy#Prompt engineering#AI standards#AI governance#ChatGPT at work
Frequently asked questions
- Why does AI "not work" in most companies even when everyone uses ChatGPT?
- Because there are no shared standards. Everyone phrases prompts their own way, uses different context, and gets different quality - so AI stays a personal productivity toy instead of becoming a company capability.
- What should a company prompt template contain?
- One company-wide template with minimum fields: role, objective, constraints, required output format, examples, and what to do when uncertain. That turns prompting into a process, not improvisation.
- Why version prompts?
- If you change prompts without tracking versions, you can't debug them and you can't improve them. Version prompts the same way you version any other process.
