How Bankers Think
Inside Commercial Banking's Hidden Curriculum
By Michael Shang
How do I get my money back, with interest, across cycles?
Every framework in this book — the Three Diagnostics, the Quality of Earnings Triangulation, the Lendability Matrix, the Walk-Away Framework — is, in some form, a structured way of answering this single sentence.
The hidden curriculum, written down.
Commercial banking has a hidden curriculum. It is not in the textbooks and rarely makes it into formal training. It lives in the questions a senior banker quietly works through before saying yes, no, or “let's structure it differently” — and in the instincts that tell them which question matters most for this borrower, on this day, in this cycle.
This book is the explicit version of what experienced bankers have internalised: the frameworks senior bankers actually use, the dispositions they listen for, and the disciplines that produce careers of durable judgement across cycles. The technical content of banking is learnable in a year. The temperament takes longer — and is the actual subject of every interview, every credit committee, every client meeting.
Each chapter develops one instrument of that temperament. Worked judgement, not formulas. The frameworks are what practitioners actually use; the cases are composite illustrations constructed for teaching.
The frameworks are the scaffolding.
The disposition is the work.
Will I get paid back?
Does the borrower have the cash flows, the assets, the business model, and the resilience to repay across the tenor — including across whatever cyclical or competitive stress arrives during it? The largest of the three questions; Chapters 3–6 are structured methods for arriving at a defensible answer.
Am I being paid enough for the risk?
Not just the spread. The full economics: fees, ancillary business, relationship value across years, capital weighting, operational cost of holding the exposure. A facility well-priced on spread alone may be a poor return; a facility priced aggressively may be strong long-term.
Can I get out if I'm wrong?
The structural question. Even the best Question One analysis can be wrong. Tenor, security, covenants, amortisation, borrowing bases — the design of the protections that get the principal back when the original story doesn't hold. The discipline that separates senior judgement from competent judgement.
Contents
Eight chapters · ~270 pages
- 01
Why Bankers Think Differently
Framework · The Three Questions
Commercial banking is a profession defined by a particular temperament — older and deeper than the technical knowledge the recruiting process appears to test for. The chapter introduces the three questions that sit underneath every credit decision.
- 02
The Hidden Curriculum
Framework · The Four Signals
What is actually being tested in a commercial banking interview, beneath every printed question — and how to read the room the way a banker reads a financial statement: not for what is asked on the surface, but for what is looked for underneath.
- 03
Reading Real Demand vs. Plugging Holes
Framework · The Three Diagnostics
The most foundational of credit instincts — distinguishing the borrower who needs capital because they are growing from the borrower who needs capital because they are deteriorating. Three independent diagnostics, run in parallel, on any working capital request.
- 04
Reading the Numbers Behind the Numbers
Framework · Quality of Earnings Triangulation
Financial statements as documents prepared by humans with incentives. Three angles run in parallel — profit-to-cash conversion, balance sheet velocity, and the language of disclosure — to test whether the reported profit is real enough to lend against.
- 05
Reading the Industry, Not Just the Borrower
Framework · The Lendability Matrix and Where It Breaks
No borrower can be properly understood without the cyclical, structural, and competitive context of the industry around them. The Lendability Matrix — plus cycle position and concentration — is a way of thinking about which industries can support which kinds of debt, and where that logic breaks.
- 06
Spotting Trouble Before It Spots You
Framework · The Three Modes of Watching
Pattern watching, coupling watching, silence watching. A method for maintaining attuned attention across a portfolio so that early recognition becomes a reliable output rather than occasional luck. The banker at twelve months has different options than the banker at three.
- 07
The Deal You Don't Do
Framework · Four Scenarios and Four Self-Tests
The long arc of a banker's career is shaped more by what they decline than by what they accept. The Walk-Away Framework — four scenarios, four self-tests — integrates all three questions into a single defensible call. The closest the book comes to a meditation on the moral architecture of the work.
- 08
Reading the Room: The Banker as Translator
Framework · The Three Translations
The technical judgement developed across the earlier chapters is, in the end, an instrument of translation — making businesses legible to the processes that decide whether they get funded. Cycle versus calendar, visible versus actual, slice versus flow.
The opening of Chapter 1, free to read on the website.
The student preparing for interviews.
For finance students and career-switchers walking into commercial banking interviews. The book gives the underlying way of thinking the standard preparation guides leave out — before the room itself reveals it.
The junior banker, six to eighteen months in.
For bankers who can do the spreading but cannot yet see the shape of a deal. The frameworks senior bankers actually use, the dispositions they listen for, made explicit a few years earlier than they otherwise would be.
The professional across the table.
For lawyers, accountants, advisors, and founders who sit opposite bankers and want a usable account of the worldview those bankers operate from when they do.
"Michael Shang puts words around instincts that senior bankers carry but rarely articulate clearly."
"Michael Shang bridges accounting analysis and credit judgment with rare clarity… essential reading for finance professionals."
"Most borrowers only understand how their banker thinks once a facility is under stress. Michael Shang explains that thinking before things go wrong."
Format
Paperback & eBook
Pages
~270
Publication
First edition · 2026
ISBN
978-1-0672833-0-8
Rights
World