Problems › Growing But Losing Money › Banks & Financial Services
Growth that consumes cash is either an investment or a leak, and the arithmetic tells you which within one page. This page works through it for banks and financial services firms specifically — including an unedited excerpt from a real analysis of a bank.
Growth that consumes cash is either an investment or a leak, and the arithmetic tells you which within one page. What makes this harder for banks and financial services firms is structural: the branch network is simultaneously the deposit moat and the cost problem — and the relationship knowledge sits in six people close to retirement. Any credible answer therefore has to hold efficiency ratio and cost of funds in the same view, which is exactly where most internal analysis stops because the two live in different systems.
Growing while losing money is normal if each new customer eventually pays back more than they cost. It is fatal if they do not, and the two look identical for as long as growth continues — which is why the failure is usually discovered at the point where growth stops.
The test is per-unit and it is simple: what does one more customer cost to acquire and serve, what do they return, and over what period. If that is positive and the loss is fixed-cost absorption, growth solves it. If it is negative, growth accelerates the problem and every additional sale makes the position worse.
The second thing to check is working capital. A business can be profitable per unit and still run out of cash because the money goes out months before it comes in — and the faster it grows, the wider that gap becomes.
These three together are the signature. One on its own usually points somewhere else.
✓ Revenue rises, cash falls, and the two are explained separately
✓ Nobody can state contribution margin per customer without a project
✓ Funding requirements keep arriving earlier than forecast
The move that usually makes it worse. Treating the loss as a scale problem when the unit economics are negative, which turns a fixable model into a larger one.
It is for you if you run or finance a bank and revenue rises, cash falls, and the two are explained separately. It is the situation where the numbers are available but nobody has put them in an order that produces a decision.
It is not for you if Percision is the wrong tool if you already know the answer and only need execution capacity, or if the business is pre-revenue — then the constraint is evidence about the market, not analysis of your own figures. Percision is not a lawyer, tax advisor, auditor, licensed appraiser, clinical or regulatory filer, or an AI implementation shop. It does not do HR casework, creative-only brand work, or impersonate a named consulting firm. It is a strategy analysis engine — not a template library. Also wrong if you need facilitation, politics, or someone to sit with a lender or buyer. Those are human jobs.
Percision is not a lawyer, tax advisor, auditor, licensed appraiser, clinical or regulatory filer, or an AI implementation shop. It does not do HR casework, creative-only brand work, or impersonate a named consulting firm. It is a strategy analysis engine — not a template library.
Below is an excerpt from a real run of this analysis on a bank. It is a sample profile rather than a customer, and it is unedited engine output — this is the format you get, on your own numbers.
The subject is Harborline Financial Group, a sample company profile used for testing rather than a customer — $3.1B commercial lending book, $410M of deposits.
Excerpt from a real Percision run · Cost Reduction & Efficiency · sample company profile
The move. Turn 71% of commercial borrowers into treasury customers at 65% contribution margin using existing branches and the 2027 core renewal.
The leak it closes. Reduces value transfer to fintech treasury platforms by locking 425 accounts into integrated deposit-lending workflow
The assumption it rests on. Core banking processor grants API depth at no incremental cost during 2027 renewal — the engine put the probability at 0.7.
| Investment required | $4–6M over 24 months ($2.5M technology integration, $1.5M 8 FTE hiring & training, $1M compliance & SOC-2 certification) |
| Expected return | 5.5× — $11M 5-year NPV on $5M investment |
| Revenue, year 1 | $0.45M incremental fee income (75 accounts × $4,200 × 65% margin × 6 months) |
| Revenue, year 2 | $1.79M incremental fee income (425 accounts × $4,200 × 65% margin) |
| Revenue, year 3 | $3.57M incremental fee income (850 accounts × $4,200 × 65% margin) |
| Exit criteria | Halt treasury build and reallocate remaining capital to SBA lending if (a) penetration <15% of overlap accounts by Month 18 OR (b) cumulative fee income < $800K by Month 18 OR (c) core-processor renewal does not include API depth clause by Month 6 |
This is one move out of a full analysis. Read a complete report — every page, no email required.
This question routes to Proprietary EFF Methodology, one of 29 engagements the platform runs. For banks and financial services firms it works through efficiency ratio, cost of funds, origination per banker and deposit concentration, then produces the sequence rather than a list of options — which move first, what it funds, and the observation that would say the sequence is wrong.
You watch the analysis get built before paying anything. Read a complete report here if you would rather see the depth first.
Yes when the loss is fixed cost being absorbed and unit economics are positive. No when each additional customer loses money, which is a different situation wearing the same clothes.
Project the current unit economics at the volume you expect and see whether the line crosses. If it does not cross at a volume you can plausibly reach, growth is not the answer.
If unit economics are negative, yes and immediately. If they are positive and the constraint is working capital, the problem is financing rather than strategy and should be solved as such.
Materially, yes. The branch network is simultaneously the deposit moat and the cost problem — and the relationship knowledge sits in six people close to retirement — which changes both the diagnosis and the order of the fixes. The metrics that decide it here are efficiency ratio, cost of funds, origination per banker, and an answer built on industry-general benchmarks will usually point at the wrong one first.
Less than most people expect. Your last twelve months of revenue and cost split the way you already split it, plus whatever you hold on efficiency ratio and cost of funds. The analysis is explicit about what it is assuming where your data stops, which is more useful than waiting for numbers you may never have.
Percision is the wrong tool if you already know the answer and only need execution capacity, or if the business is pre-revenue — then the constraint is evidence about the market, not analysis of your own figures. Percision is not a lawyer, tax advisor, auditor, licensed appraiser, clinical or regulatory filer, or an AI implementation shop. It does not do HR casework, creative-only brand work, or impersonate a named consulting firm. It is a strategy analysis engine — not a template library. Also wrong if you need facilitation, politics, or someone to sit with a lender or buyer. Those are human jobs.
Percision is not a lawyer, tax advisor, auditor, licensed appraiser, clinical or regulatory filer, or an AI implementation shop. It does not do HR casework, creative-only brand work, or impersonate a named consulting firm. It is a strategy analysis engine — not a template library.
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