# 2025-07-02 - Data Planning

### Off Topics

- Joaquin off this week starting tomorrow; back on Tuesday
- Changes on Program Creation Flow - Are we killing Deposit Management services?

### Departure

- Job desc shared. + helping prepare selection process
- Working on handover list

### Data Driven Risk Assessment

- 3 independent explorations completed
- Currently gathering insights for business-wide team
- Currently starting to train Machine Learning models

### Revenue/Billable Bookings Analysis

- New analysis from Joaquin to support the investigation
- Working on a couple of extra analysis (service popularity and migration pricing validation)

### Finance

- Old Dash Invoicing exported with the changes on Guest Products for Stripe - all good
- Additional exploration on Xero data for Budget tracking
- We’ll adapt Revenue Churn and Revenue Churn Rate targets in KPIs to align with Financial targets - currently it’s showing 3% target in KPIs while it should be 1%

### Domain Analysts

- Progress goes according to plan, Maha, Daga & Lisa doing first open-ended challenges
- Expecting to close the course somewhere in mid-late July