Portfolio demonstration with synthetic data

Leading weekly and monthly revenue reviews

This example follows a question raised in the weekly Data meeting through the month-end close.

My role

I built the end-of-month reports and led the weekly Data meeting, where we reviewed revenue and discussed what changed week over week.

Weekly Data meeting brief

Week three discussion. The first view shows $2,170 MRR, down $250 from week two. The team traces $200 of the apparent decline to a delayed refresh and verifies that the remaining $50 came from a customer spending less.

Weekly MRR in the synthetic January close
Checkpoint	As first reported	Validated	Validated change
Opening	$2,000	$2,000	—
Week one	$2,300	$2,300	+$300
Week two	$2,420	$2,420	+$120
Week three	$2,170	$2,370	−$50
Month-end	$2,450	$2,400	+$30

Decisions and follow-up

Data Ops checks the refresh watermark and reruns the feed before the next business-day readout.
Customer Success reviews the verified contraction and brings a follow-up plan to the next weekly meeting.
Finance verifies the final adjustments at month-end. The validated close ties to the $2,400 billing snapshot.

The month-end adjustment includes a $150 account match and a $200 late cancellation. The week-three reporting delay clears separately and contributes no movement to the monthly bridge.

Related walkthroughs

Billing data in the CRM · Revenue reconciliation and sign-off