Illustrative formats for the management decisions behind Revenue + Finance + Technology. These are examples and blank templates, not client records or reported outcomes.
Example · invented data
Connect the commercial assumption to margin.
A simple scenario isolates the effect of pricing and direct costs. All figures below are fictional; they exclude operating expenses, tax, cash timing and capacity constraints.
Illustrative forecast drivers · dollars
Driver
Base
Price change
Units
1,000
1,000
Average price
$100
$105
Revenue
$100,000
$105,000
Direct cost per unit
$60
$60
Gross profit
$40,000
$45,000
Gross margin
40.0%
42.9%
The management question: can the price change hold without reducing volume or changing delivery costs? The operating plan needs an owner and evidence for that assumption.
AI can assist in organizing inputs, preparing scenario narratives and drafting review questions. Joe validates the calculations, traces the assumptions to their sources and decides what the evidence means for management.
Client deliverables are adapted to the assignment, available data and the team’s ability to maintain them.