Commercial loan origination, explained.

What happens between a banker's handshake and a credit decision

Three loans and 23 attachments, from email to credit

1. The banker brings the dealOwen, a relationship manager, forwards the CFO's email: three loans, $6,850,000, 23 attachments.
2. Intake builds the credit fileWork out the 34 items this deal needs, sort and check what arrived, ask the borrower once for the 11 gaps, order the appraisal and the environmental report.
3. A credit analyst underwrites itSpreads the statements, tests cash flow and collateral, writes the credit memo.
4. The right authority approvesHere the officers' loan committee, because the whole relationship comes to $7,662,400.
5. Commitment and closingLoan documents, title, insurance, the appraisal and environmental reports in hand, then funding.

Step 2 is the subject of this guide. The bank, the borrower, the people and the figures in this example are fictional.

Fast decisions, useless checklists and other intake surprises

Needs list, credit file, guarantor, underwriting-ready

Fourteen terms are defined in the one-page summary.

How the facts of one deal decide its commercial loan needs list

In shortEvery commercial deal shares a core of documents: tax returns, financial statements, a debt schedule. The rest depends on the deal's facts. Real estate collateral adds an appraisal, title and a flood check. A guarantor adds personal statements and returns. A new legal entity adds formation papers and an ownership certification. Draw the list from those facts on the first morning, and the gaps are visible at once.

A credit policy usually holds a requirements table: one row per document, one column per loan type, and a rule in each cell. The fictional bank in our example keeps five columns (owner-occupied real estate, equipment, line of credit, term loan and acquisition) and adds conditions such as "appraisal above $500,000" or "Phase I environmental by industry". The Federal Reserve expects the policy to "detail the minimum acceptable amount of information to be included in a borrower's credit file".1 Reading that table against a real deal is where intake begins.

Six facts, 34 items

Hesselbeck's request carries six facts that shape its file. A core of items belongs in every commercial file at this bank, such as three years of business returns, the latest year-end statements and a schedule of business debt. Each fact then adds its own items. Take one fact away and its items leave: without the equipment loan the two machine quotes go, and without the two guarantors eight personal items go.

Where intake starts and stops

The rules behind a commercial loan file, and the six that moved in 2026

In shortNo federal rule lists the documents for a commercial loan. Bank regulators require each bank's policy to set them, and then examine the bank against its own policy. A handful of federal rules do fix parts of the file: who owns the borrower, when an appraisal is needed, the flood check, the notice clock when credit is declined, and, from 2028, data on small business applications. Six of the texts that touch intake changed, or were proposed for change, in 2026.

What documents a bank needs for a business loan, and who supplies each one

In shortA commercial file holds three kinds of item. The borrower supplies its own financial history and its owners' personal papers. The bank already holds some things, such as deposits, earlier loans and its own screening. And the bank orders some reports itself, such as the appraisal and the flood determination. Asking the borrower for the second or third kind wastes everyone's time.

Appraisal, evaluation or neither: a decision you can make on day one

The rule cited is the OCC's; the FDIC and Federal Reserve have parallel rules with the same thresholds. A bank's policy can set stricter ones. Below the thresholds the bank must still "obtain an appropriate evaluation of real property collateral".14

Four reports the bank orders itself

Four items in a real estate deal belong to the bank: the appraisal, the title commitment, the flood determination and, where the policy calls for one, a Phase I environmental site assessment. A Phase I is an investigation of a property's past uses and contamination; the EPA recognizes the ASTM E1527-21 standard as a way to meet its "All Appropriate Inquiries" rule.20 The flood determination uses a standard federal form, and if the building sits in a special flood hazard area the borrower must be told "within a reasonable time before the completion of the transaction".15 Each of these runs on someone else's calendar. Ordered on day one, they finish alongside underwriting. Ordered after committee, they set the closing date.

Five tests that turn a received document into one credit can rely on

In shortA document is usable when it is current under the bank's rule on the day the file goes to credit, signed and complete, consistent with the rest of the file, for the right party and period, and enough to satisfy the rule that asked for it. A checklist records only that something arrived. Reading the date, the signature block and the period is what separates the two.

The examiner's word for a received but unusable item is an exception. The OCC's 2026 booklet sorts loan exceptions into underwriting, financial and credit administration exceptions, and its credit administration examples include "Stale financial statements, tax returns, or borrowing base certificates" and "Missing lien recordation or final title opinions".3 It also notes that "Unidentified exceptions are often the result of errors, miscalculations, breakdowns in the pre- or post-closing review process, or system failures".3 An item ticked on presence alone is how an exception goes unidentified.

The day-one pre-screen: loan to value, coverage, borrowing base and who must approve

In shortThe numbers the borrower has already sent are enough to run the policy's own tests on the first morning and to name who will have to approve. The result is preliminary: it tells the banker which test is tight and what to ask for, and underwriting confirms it. Written down and labeled, it saves weeks on deals that do not fit. Used as a silent decline, it can create a legal notice duty nobody meets.

Four tests, worked through

Fictional example. The interagency real estate guidelines set supervisory loan-to-value limits, such as 85% for improved property; each bank sets its own internal limit at or below them.21

Debt service coverage, line by line

Each line is a policy choice the analyst may answer differently. Is the rent add-back sound if the lease had years to run? Are distributions above the owners' tax bill a cost the guarantors could stop? SBA's lender rules give one outside reference: coverage of at least 1.15 on the business's cash flow and 1 to 1 on a global basis for most 7(a) loans.22 Each bank writes its own floor. A pre-screen that shows its lines lets these questions come up on day one.

Who must approve, known on day one

The relationship total sets the route, and the bank knows it from its own books on the first morning: the new facilities plus the existing equipment loan, with the old line replaced by the new one. National banks also face a legal limit: loans to one borrower generally "may not exceed 15 percent of the bank's or savings association's capital and surplus", plus 10% more fully secured by readily marketable collateral.23 Most banks set a house limit below it. Finding a limit problem at committee costs the borrower weeks.

Eleven ways a commercial loan file stalls or comes back from credit

In shortFiles stall in three places: in what is asked for, in what is checked, and in what is ordered. Most of the costly failures are invisible on a checklist, because the item is there. Each one costs a round trip to the borrower, and each round trip costs days.

A vendor survey of nearly 250 lenders and credit staff, run in February and March 2021, found the pattern in their own words: 35% named entering the same data again and again as the largest obstacle in commercial lending, 33% named gathering documents efficiently and consistently, and 65% said tracking and following up on missing items was their biggest headache with ticklers, the reminders that chase outstanding items. Only 17% said their institution automated ticklers.24 Read it as one vendor's survey of banks and credit unions from five years ago. We found nothing more recent or independent.

What slow or careless intake risks: lost borrowers, exam findings, notice deadlines and fraud

In shortBorrowers notice slowness and complain about it more at banks than at online lenders. Examiners record stale and missing documents as exceptions. Regulation B starts a notice clock once an application is complete. And a file nobody ties to an independent source lets fabricated documents through.

Borrowers feel the wait at banks most

The Federal Reserve Banks' 2025 survey of 6,525 small employer firms, a convenience sample of firms that chose to answer, also found that the share of applicants who sought financing at online lenders rose from 17% in 2020 to 29% in 2025.18 Bank applicants were more satisfied overall, and small bank applicants were fully approved most often, at 57%.18 Banks win on the offer and lose on the wait. The FDIC's survey of banks says the same from the other side: banks see their main advantages as "customer service, relationships with customers, and speed of service".2

Exam findings, notice deadlines and fraud at intake

Business lending in 2026: how much, how many loans, and how often borrowers get what they ask for

In shortUS commercial banks held about $2.96 trillion of commercial and industrial loans in September 2026, the highest September on record in this series. Most business loans are small: 95 in 100 of the loans larger banks report are under $100,000. About half of business loan and line applicants get everything they ask for. Banks have stopped tightening their standards for small firms, and small-firm demand has steadied.

For 2024, 731 lenders reported about 9.1 million small business loans of $1 million or less, originated or bought, totaling nearly $276.6 billion; the number originated rose 8.3% on 2023.29 Only larger banks must report, so this is a floor. Intake work follows the count of loans while revenue follows the dollars, which is why the cost of building a file matters most on the smallest loans.

Among applicants turned down for at least part of what they sought, 46% said lender requirements were too strict, 37% too much existing debt and 29% insufficient collateral.18

In the July 2026 survey, banks "left standards basically unchanged, on net, for C&I loans to firms of all sizes", and demand from small firms was "basically unchanged".30 When credit standards look alike across banks, service and speed decide where a borrower goes.

Automating loan intake: what software can read and chase, and what the 2026 guidance expects

In shortSoftware can read every attachment, date it, match it to its party, draw the needs list from the bank's policy, write one request, check each upload as it lands and keep a clock on every deal. The rules that govern it are the bank's own policy, third-party guidance and fair lending law. The 2026 model guidance leaves fixed policy rules and generative AI outside its scope, so the bank's own governance carries the weight.

The Federal Reserve's SR 26-2 defines a model as "a complex quantitative method, system, or approach that applies statistical, economic, or financial theories to process input data into quantitative estimates", and excludes "simple arithmetic calculations, such as those found within spreadsheets, as well as deterministic rulebased processes".5 A rule such as "interim statements older than 90 days are stale" is a deterministic rule. A footnote places generative AI, and AI that acts on its own, outside the guidance's scope because it is "novel and rapidly evolving", and says the bank's own risk management "should guide the determination of appropriate governance and controls" for such tools.5 The OCC issued the same guidance the same day.6 The guidance is "expected to be most relevant to banking organizations with over $30 billion in total assets".5

What supervisors say about AI in loan intake

The Treasury's 2024 report warns that generative AI "can be susceptible to 'AI hallucinations,' producing confidently stated but incorrect output".34 In intake that risk takes a specific form: filling a gap with a guess, such as a statement period missing from the page or an owner's share nobody stated. The safe behavior is to ask the person who knows, and to cite the page for everything else.

Vendor, fair lending and state rules that moved

Bank use of AI has been limited so far: a Census Bureau working paper found that on average 11% of banks used AI between 2017 and 2022.39

What still rests with people, borrowers and appraisers

• Judgment stays with people: whether to waive an item, whether a stale statement is good enough for a renewal, whether a 38% customer concentration is acceptable.
• A borrower who does not answer still holds up the file; the appraisal and the environmental report take the days they take.
• The credit decision, and the Regulation B notice that goes with a decline, belong to the bank's approval authority.13
• Responsibility for the file stays with the bank that certifies it.31

How commercial banks run intake today: the people, the hand-offs and where the days go

In shortA relationship manager brings the deal, a coordinator builds the file, a credit analyst underwrites it and an approval authority decides. The delay sits between the desks, in requests, re-requests and files sent back. In a fictional bank's pipeline, 30 of a median deal's 38 business days went to intake and only eight to judging credit.

The banker, coordinator, analyst and borrower at intake

Five hand-offs before anyone judges the credit

Waiting on the borrower: 17 of 38 days

The only published figures on how long a commercial loan takes come from vendors. One software vendor's September 2026 press release says that at a typical community bank, "intake-to-decision on a commercial credit still runs 30 to 45 days", and gives no source.44 A vendor survey from 2021 found 46% of respondents saying a commercial loan takes at least five weeks to close at their institution, and 16% eight weeks or more.24 Treat both as signposts, and measure your own.

Email, origination system, processing service or intake tool

Renewals repeat the work. Among firms with under $50 million of assets, "three-quarters of credit lines have maturity of 1 year or less at origination", so much of a community bank's book comes back through intake every year.45

Building the Hesselbeck credit file: a 34-item needs list, one request for 11 gaps, certified on Thursday

In shortThis is the example from the top of the page, inside the product. Six agents read Owen's note and the 23 attachments in about a minute and draw the 34-item file from the bank's policy. Renée Castillo, the commercial loan coordinator, sends one request for the 11 gaps. The uploads are checked as they land, and on Thursday morning the file reports itself ready. Renée certifies it and sends it to credit.

1

The file, drawn from the deal in one minute

It is Monday, October 12, Columbus Day: the Federal Reserve is closed, the bank is open. At 7:52 am Owen Pryor, the relationship manager, forwards Lena Marsh's email. Renée starts intake. The deal note reader sets out three facilities and two guarantors, the document sorter turns 23 attachments into 27 dated documents, and the relationship checker pulls deposits, the existing loans, good standing, sanctions screening and credit reports from the bank's own records.

The requirements builder then draws the file as a plan of six rooms and 34 items from credit policy CP-4.2. A solid item is in and good, an amber hatched one has a problem, a dashed one is missing, and a dotted one is a report the bank orders. Across the top sit the six deal facts that decided the drawing.

2

One request for eleven items

The borrower request writer drafts one message to Lena, Dale and Corinne with all 11 open items in plain words and a secure upload link. It names the 2025 return "as filed after the September extension", asks for interims to September 30 and an aging at the same date, and asks for nothing the bank already holds.

Renée reviews it and sends it at 9:40 am, with Owen copied. The needs list beside it shows every item with the rule behind it, its owner and its source.

3

Wednesday: each upload checked as it lands

Lena uploads 11 files. Each lands in its room as it is checked for the right document, period, signature and date. Ten are good. Corinne's personal financial statement comes back unsigned on page 4, and the upload page asks her again at once, with no email from Renée.

With the September interims in, the policy pre-screener re-runs: debt service coverage moves from 1.39x to 1.44x.

4

Thursday 9:12 am: the file reports itself ready

Corinne signs page 4 and the last empty room turns solid. Thirty of 34 items are in and good, and the four bank orders are on their dates: title October 19, appraisal October 30, Phase I November 6, flood determination done. The sheet stamps itself ready for underwriting on day 3 of the bank's five-business-day target, counting Monday's note as day 0.

5

Certified by a person, sent to credit

Renée certifies that the file is complete under CP-4.2: 30 of 34 in and good, the third-party reports ordered with their dates, beneficial ownership certified for the new LLC and sanctions screening clear, and the customer concentration exception flagged for the memo. She sends it to Marcus Feld, the senior credit analyst, and Owen gets a one-line note: committee meets Thursday, October 22.

Ten calendar days from Owen's note to committee, in the fictional example. The solution's design target is an underwriting-ready file within three to five business days of the banker's note, to be measured on your own deals.

The rest of the intake desk: what-ifs, reasons, the pre-screen, the borrower's page, the pipeline and the policy

In shortNine more screens show the rest of the desk: switching a deal fact off to see what it brings into the file, the reason behind any item, the agents' run, the policy pre-screen with its working, the page the borrower sees, every deal on one board with a clock, the documents read, where the days go, and the credit policy as settings.

Select any screen to open it larger. The bank, the borrowers, the people and the figures are fictional.

Six agents read, draw and chase; the coordinator sends and certifies, and credit decides

In shortEach agent has one job and limits it never crosses. None of them sets terms, waives a requirement, approves or declines credit, or sends the first message to a borrower. A person sends the first request and certifies the file; the credit analyst accepts it or returns it; the approval authority decides. Every step, by people and agents, is on the audit trail with a name and a time.

Deal note reader, requirements builder and four more agents

The coordinator certifies the file; credit accepts or returns it

The first request needs a person; later reminders go on their own. Waivers travel to credit with their reason. Policy changes are versioned, and deals already in intake keep the rules they started with.

Renée's intake desk, her bankers and the Hesselbeck CFO

A banker's note and the borrower's files in, a certified credit file and a clock on every deal out

In shortThe solution reads what bankers and borrowers already send and what the bank already holds, applies the bank's own credit policy, and leaves behind a certified file, one request per deal, a preliminary pre-screen with its route, and a pipeline where every deal carries its clock. The bank's systems of record stay where they are and are read, never written to.

Email, origination system, registries and bureaus it connects to

For each, check whether it offers an API, a file feed, or only screens, and who owns it at your bank.

A file drawn from the deal, asked for once

What slow intake costs you: coordinator hours, files sent back, and borrowers who stop waiting

In shortThe numbers that decide the case sit in your own pipeline. Published figures frame them: what a coordinator hour costs, how often bank applicants complain of waiting, and how many now try online lenders.

Logging coordinator minutes and waiting days per deal

Lost relationships, missed promises and credit's rework

What automating commercial loan intake could return for your lending team

In shortPut in your own numbers. Two inputs start from published wages; every other default is an assumption marked illustrative. The calculator counts three things: coordinator hours released, credit rework avoided, and the margin on deals you would keep. The last is the largest and the least certain, which is why the deals-lost figure is worth measuring first.

One request, day-one reports, answers before competitors

Coordinator and analyst hours on every deal you take in

At the defaults the case clears a $60,000 yearly cost by about $57,000, and more than half of the value rests on three kept deals. A bank that loses almost no deals to slow intake should set that input to zero and judge the purchase on hours and rework alone.

A written needs list, days per file and deals lost to delay: where your intake team stands

In shortPick the answer closest to your team today. Eight questions score 0 to 2; the last is for reflection. The meter adds up your score as you go, and each question says why it matters and what a strong answer sounds like.

Low intake scores start with four dates per deal

Commercial loan origination software, questioned: how it draws the needs list, checks uploads and treats the borrower

In shortAsk every vendor the same questions, us included. The answers show whether the software reads documents or only counts them, whose rules decide the file, what the borrower experiences, who stays in control, and how you would measure it on your own deals.

We found no published independent test of any commercial loan intake software, as of October 2026. A replay on your own closed deals measures any vendor fairly, and the same exercise measures your current process.

Thirty closed deals replayed, two live weeks beside the team: a six-week intake pilot

In shortMeasure your pipeline, replay intake on closed deals where the right answer is known, run beside the team on live deals, then decide on numbers agreed before day one. None of these steps commits you to a vendor.

1. Pull four dates for 30 recent deals: the banker's note, the complete file, the decision and funding, plus a reason for every deal that did not fund.
2. Write the requirements table down if it is not already: what each loan type, collateral and guarantor needs, and the age limits.
3. Choose 30 closed deals with the real mix: real estate, equipment, lines, renewals, new entities, files credit sent back. Keep the original note and attachments as they arrived.
4. Replay and score: the software draws each file and drafts the request; a credit analyst scores it against what the file finally needed.
5. Run beside the team on live deals for two weeks, with a person sending every request and certifying every file, then decide.

Items missed and wrongly added per drawn needs list

How long a commercial loan takes, which documents it needs, and when Section 1071 applies

In shortThe questions borrowers, bankers and buyers search for most, each answered on its own.