Growth that consumes cash
Revenue compounds, but receivables and inventory absorb more capital while incremental returns fall.
Don't predict the answer.
Make the research move.
Each case removes company names, headlines and tips. You receive incomplete information, choose the next research move, see the consequence, then explain what changed in your thinking.
The apparently cheap multiple
A valuation multiple sits well below its history. You must determine whether the price changed or the economics changed.
The perfect story
A polished narrative makes several claims. Your first job is to decide what deserves verification before interpretation.
Profit without cash
Reported earnings rise while operating cash flow deteriorates. Find the bridge before forming a view.
The comfortable thesis
Every important fact supports your initial idea. The task is to deliberately search for disconfirming evidence.
Same company, new market
A framework transfers across borders, but market structure, currency, reporting and access create new variables.
THE STANDARD
What the cases are actually training.
01 · NOTICE
What is actually known?
Separate facts from the story wrapped around them.
02 · CONNECT
What should change next?
Follow the causal chain instead of collecting isolated metrics.
03 · ATTACK
What could break it?
Search for contradictions before seeking confirmation.
04 · EXPLAIN
Can you teach it?
State the conclusion, evidence and uncertainty in plain language.
NEXT
Turn a case into a research habit.
After the fictional work, move into PirePoint's finite research workflow and build an evidence-backed note.