The model response needs to be conversational, not a data dump. It should delver chunks of relevant information in two to three sentences so that it is readily digestible - with the all important AI generated “follow ups”, leading the user down a logical path appropriate to the current capabilities of the MVP. How can we achieve this - prompting, tools?

See: https://resources.communityaviation.com/go-nogo-conversational-output?source=copy_link

User: “what is the current situation at KHEF?”

WRONG Go-NoGo (TEST 0819-2025) (Full) - Sonnet 4

Follow up

What's the forecast looking like for KHEF over the next few hours?

Can you explain more about those crane hazards and how they affect approach paths?

I want to plan a flight from my departure airport to KHEF - can you help with that?

What are the enhanced climb requirements for departing KHEF right now?

Are there any alternate airports nearby if KHEF conditions don't improve?

CORRECT Desired Output