finedu
Labs

Change one thing.
Watch what else moves.

Make a prediction, move an input, and trace the consequence through the numbers.

Experiment 01

The earnings and cash bridge

Can EBITDA go up while free cash flow goes down?

9 adjustable inputs
Experiment 02

The transaction machine

Which transactions change profit, and which only move things around the Snapshot?

Decision experiment
Experiment 03

One transaction, three statements

Does borrowing money improve net income?

Decision experiment
Experiment 04

The two-clock experiment

After three months, how much of a prepaid annual contract has been earned?

3 adjustable inputs
Experiment 05

Follow the inventory layers

When input prices rise, which method reports more gross profit?

3 adjustable inputs
Experiment 06

One machine, many years

Does a longer estimated life change what the machine cost?

4 adjustable inputs
Experiment 07

What did the buyer pay for?

Does a higher fair value for the identifiable assets raise or lower goodwill?

5 adjustable inputs
Experiment 08

Interest is not principal

What happens when the annual payment is smaller than the interest charge?

3 adjustable inputs
Experiment 09

Slice the earnings

Can EPS rise while total earnings stand still?

4 adjustable inputs
Experiment 10

The cash tied up in growth

Why can collecting ten days sooner release cash without a single new sale?

5 adjustable inputs
Experiment 11

The book-to-tax bridge

If tax depreciation is faster, does total book tax expense have to fall?

5 adjustable inputs
Experiment 12

The filing evidence desk

Where would you verify whether reported revenue includes an acquisition?

Decision experiment
Experiment 13

Make the periods comparable

How do you build last-twelve-month revenue without counting the latest six months twice?

3 adjustable inputs
Experiment 14

The return engine

Can a low-margin business earn a high return on capital?

4 adjustable inputs
Experiment 15

The break-even frontier

Can selling more units make the business lose more money?

4 adjustable inputs
Experiment 16

Growth meets the cash constraint

Can faster growth need new funding even when the forecast profit is positive?

6 adjustable inputs
Experiment 17

What is the future worth today?

How much of this enterprise value depends on the years after the forecast?

5 adjustable inputs
Experiment 18

The standalone cost bridge

Why is adding back every corporate allocation usually too optimistic?

7 adjustable inputs
Experiment 19

Challenge the adjusted earnings

Which exclusions explain performance, and which hide an ongoing cost?

Decision experiment