Problems › Where Should We Invest Next? › Banks & Financial Services
Capital allocation goes wrong when the commercial book or branch expansion that the chief lending officer argues for receives the next dollar instead of the channel that improves efficiency ratio or lowers cost of funds most durably. Banks and financial services firms carry a specific bind here — the branch network is simultaneously the deposit moat and the cost problem — and the relationship knowledge sits in six people close to retirement. Until that is priced, efficiency ratio will keep moving for reasons nobody can attribute, and the debate about return by line will stay a matter of opinion.
Capital allocation goes wrong when the commercial book or branch expansion that the chief lending officer argues for receives the next dollar instead of the channel that improves efficiency ratio or lowers cost of funds most durably. Banks and financial services firms carry a specific bind here — the branch network is simultaneously the deposit moat and the cost problem — and the relationship knowledge sits in six people close to retirement. Until that is priced, efficiency ratio will keep moving for reasons nobody can attribute, and the debate about return by line will stay a matter of opinion.
Most banks allocate by history and advocacy: the lending verticals or branches that received headcount and marketing spend last year receive it again, and the chief lending officer who presents the strongest case secures the increment. Neither step connects the dollar to the place where it changes net interest margin or origination per banker by the largest amount.
The analysis that helps ranks each book or branch on two measures: the improvement in efficiency ratio or cost of funds produced by one more dollar, and how long that improvement is expected to last before deposit beta rises or the originating bankers retire. A book that lifts margin quickly but loses the relationship knowledge in eighteen months differs from one that holds deposit concentration for years, and treating the two as interchangeable is how banks fund the erosion of their own moat.
The output is a sequence with a stopping rule, not a budget split: which book or branch receives the dollar first, what specific efficiency-ratio or origination-per-banker threshold it must clear next, and which observed change in deposit beta or concentration would show the sequence itself is incorrect.
These three together are the signature. One on its own usually points somewhere else.
✓ The annual plan shows the same percentage lift in every product line or branch with no recalculation against current cost of funds or origination per banker.
✓ No one at the CFO or chief lending officer table can produce a ranked list of which incremental dollar improves efficiency ratio most and for how long.
✓ Requests for new spend are justified by the need to defend market position or retain senior bankers rather than by a calculation of the resulting change in net interest margin or deposit concentration.
The move that usually makes it worse. Spreading the next dollar evenly across branches and books to preserve internal balance, which leaves the single channel that could have improved efficiency ratio or origination per banker permanently underfunded.
It is for you if you run or finance a bank and budgets are set by last year plus a percentage. 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 · Pricing Strategy · sample company profile
The move. Codify retiring leaders' knowledge into digital workflows to protect $3.1B book and $2.87M annual funding-cost savings.
The leak it closes. Prevents value transfer to competitors when regional leaders retire; codifies $180M annual origination capacity
The assumption it rests on. Two-leader pilot achieves ≥20% time-to-decision reduction by Month 6 — the engine put the probability at 0.75.
| Investment required | $2–4M over 36 months ($0.8M Phase 1, $1.5M Phase 2, $0.7–1.7M Phase 3) |
| Expected return | 1.4–2.5× over three years (derived: $5.9–7.9M cumulative benefit vs $2–4M investment) |
| Revenue, year 1 | $0.3–0.5M incremental (pilot retention lift) |
| Revenue, year 2 | $1.2–1.8M (full six-leader rollout) |
| Revenue, year 3 | $2.1–3.2M (overlap preservation + new origination) |
| Exit criteria | Abandon if pilot shows <10% time-to-decision reduction OR if overlap falls below 60% by Month 12; reallocate remaining budget to wealth partnership acceleration. |
This is one move out of a full analysis. Read a complete report — every page, no email required.
This question routes to Growth Portfolio Framework, 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.
Price the durability explicitly. A return that decays needs a stated half-life; once each option carries one, options with different horizons become comparable rather than a matter of taste.
Usually the strongest, because that is where a marginal dollar compounds. Fixing the weakest is worth doing when it is a constraint on the strongest, and not otherwise.
Then decide on reversibility. When two options return similarly, take the one you can stop, because the value of the information you buy exceeds the difference in the estimates.
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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