Ask HN: How do you make LLM generated text believable?

As a graudate student who just working as management & IR, I use LLM to do daily jobs , including weekly briefing and But AI generated report looks too good to be checked, and hallucination can't be terminated. But Boss and SEC can not tolerate any number mistakes. So, can you tell me, how do you solve this problem?