Intuit A4A Final Loop for Staff/Staff+ level

Update for whosoever it helps :

1. Super grilling on Case Study
2. Expect LLD/Leetcode even in rounds told to you that might be SD facing
3. There's special AI round
4. HM round might be a bit technical too along with standard behaviorial
5. They try to downlevel every chance they get. Got Staff+ at Faang and they tried to downlevel me here even when I answered 100% of their answers and showed the signals. My humble opinion avoid interviewing with them

Scheduled for Final Loop interview at Intuit. It's broken down into 4 rounds

1. Case Study/Demo for preshared problem statement to solve (HARD) - 1.5 hour
2. Assessor Round (1 hour) - Been told this would also have AI panel
3. Team Member round (45 mins)
4. Hiring Manager round (30 mins)

Does anyone have any tips or experiences to share for the loop? Especially on the case study/ai part. What to prepare? How deep to go?

Thanks in advance

#Intuit