Industries › Banks & Financial Services
The questions banks and financial services firms actually ask, answered against the numbers that decide them — with unedited excerpts from real analyses.
The bind specific to this industry is that the branch network is simultaneously the deposit moat and the cost problem — and the relationship knowledge sits in six people close to retirement. Almost every strategic question in banks and financial services firms runs into it eventually, which is why answers borrowed from other sectors tend to point at the wrong lever first.
The numbers that carry most decisions here are efficiency ratio, cost of funds, origination per banker, deposit concentration. Analysis that starts from revenue and works down rarely reaches them; analysis that starts from them usually settles the question in one pass.
This is unedited output from a completed run on Harborline Financial Group — $3.1B commercial lending book, $410M of deposits — a sample profile used for testing rather than a customer.
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 · Quick Market Scan · sample company profile
The move. Turn 11 cost centers holding $410M cheap deposits into fee-generating treasury/wealth hubs without new branches or external capital.
| Investment required | $4–6M total over 18 months, fully funded from $25–30M three-year retained-earnings capacity; no external capital required. |
| Expected return | Incremental $2.5–4M annual treasury fees by Year 3 on $148M base revenue; 42–67% incremental fee-income lift on the 18% baseline. |
| Revenue, year 1 | $148M–$149M |
| Revenue, year 2 | $150M–$152M |
| Revenue, year 3 | $152M–$158M |
| Exit criteria | Strategy should be reversed if, within 18 months, (a) treasury fee income run-rate has not reached $500K annualized from pilot branches, OR (b) commercial loan-to-deposit overlap has fallen below 60% for two consecutive quarters, OR (c) any single loss-making branch shows contribution margin. |
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The engine runs the same structured method on any business, and what changes by industry is which numbers it asks for and which framework it routes to. For banks and financial services firms that means efficiency ratio, cost of funds, origination per banker rather than generic benchmarks. Every page in this section carries an excerpt from a completed run so you can judge the depth before spending anything.
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It states its assumptions where your data stops rather than refusing to proceed, and it marks which conclusions depend on them. That is more useful than waiting for a dataset you may never assemble.
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