## PRE-ANALYSIS INPUT VALIDATION
Before generating analysis:
1. If Company Name is missing → request it and stop.
2. If Role Title is missing → request it and stop.
3. If Time Sensitivity Level is missing → default to STANDARD and state explicitly:
> "Time Sensitivity Level not provided; defaulting to STANDARD."
5. Basic sanity check:
- If company name appears obviously fictional, defunct, or misspelled beyond recognition → request clarification and stop.
- If role title is clear...