AI consulting · Lending
AI consulting for commercial and equipment lenders
Native helps commercial and equipment lenders take the slow middle out of every deal: collecting borrower documents, spreading the financials and drafting the credit memo. Agents build the needs list for each deal, chase what is missing and hand the credit officer a memo ready to edit. Lenders see the first agent in production within weeks.
Featuring insights fromShaun Devan · Founder & CEOUpdated · 3 min read
Where AI has an impact in lending
Deal intake and screening
New submissions classified on arrival and checked against program and policy fit before anyone spends time on them.
Needs lists
A complete, stage-specific document request built for each deal from your own credit policy.
Document chasing
Borrowers and brokers reminded on cadence, with each upload named, checked and filed.
Financial spreading
Returns, statements and rent rolls spread into your template, with every number traced to its source.
Credit memo drafting
A first-draft memo in your house format, with ratios computed and risks written out.
Covenant monitoring
Annual financials and compliance certificates collected and tested against each loan's covenants.
Lender and investor matching
Deals matched to the programs and capital sources most likely to say yes.
Pipeline updates
Every borrower, broker and internal stakeholder kept current on where the file stands.
Where the time goes in a commercial loan
Underwriting a commercial loan takes hours. Getting to the point where it can be underwritten takes weeks. A deal waits on three years of returns, a personal financial statement, a rent roll and an entity document nobody remembered to ask for, and the processor spends the day writing reminder emails.
That middle stretch is where AI has the most impact for lenders. The requirements are already written down in your credit policy and program guides, so agents can work out what each deal needs, ask for it, check it on arrival and keep the file moving.
Needs lists built from your own credit policy
No two deals need the same documents. A cash-out refinance on a multifamily property needs a different pack from an SBA 7(a) business acquisition, and both change between initial review and closing. Agents compose the needs list from your credit manual by stage, request type, program and asset class, so the borrower gets one complete request instead of three partial ones.
Your first message to a borrower or broker goes out only after a person approves it. Follow-ups inside that approved thread run on the cadence you set, and every document is named, checked and filed as it lands.
What agents prepare, and what stays with credit officers
| Work | Agent | Credit officer |
|---|---|---|
| Needs list for each deal | Composes it from policy by stage and loan type | Adds anything deal-specific |
| Document collection | Requests, chases, checks and files each document | Approves the first contact |
| Financial spreading | Spreads statements and returns into your template and ties out the balance sheet | Reviews the adjustments |
| Credit memo | Drafts it with ratios, global cash flow and risks written out | Edits, recommends and signs |
| Pricing, terms and approval | Never touches them | Decides |
Spreading and memos you can trace
Agents read tax returns, interim statements, rent rolls and personal financial statements, including scanned and partial-year files, and spread them into the lender's own template. Every number links back to the page it came from, conflicts between sources are flagged rather than resolved silently, and nothing is generated until the balance sheet ties.
The memo draft follows your house format: borrower and sponsor background, sources and uses, debt service coverage, collateral, guarantor strength and the risks with their mitigants. The credit officer edits it, and the recommendation is always theirs.
What an AI engagement with a lender looks like
We start with your credit policy, program guides and a few recent deal files, and in two weeks turn them into rules the agents can follow and your credit team can read and edit. The document chase usually goes live first, then spreading and memo drafting. Agents work alongside your loan origination system and email rather than replacing them, and everything stays in your accounts. Native's real estate work with Hybrid shows the same credit manuals driving a live deal pipeline.
Case study · A regional commercial lender
A commercial lender got complete files to underwriting in days instead of weeks.
Native helped a regional commercial lender put agents on document collection and credit memo drafting. Borrowers now get one complete needs list within a day of submission, and credit officers start each deal from a drafted memo.
The challenge
Processors built needs lists by hand from memory and old checklists, so borrowers were asked for documents in rounds. Files reached underwriting incomplete, and credit officers spent much of each deal spreading financials and writing memos from scratch.What we built
- A rules layer that turns the lender's credit policy into needs lists by stage, loan type, program and property type, editable by the credit team.
- A collection agent that sends the approved first request, follows up on cadence, and checks and files each document as it arrives.
- A spreading and memo agent that fills the lender's template, ties out the financials and drafts the memo in the house format.
The result
Deals stopped stalling in collection, underwriters started from complete files, and credit officers spent their time on the credit call instead of the paperwork.Frequently asked questions
How is AI used in commercial lending?
AI is most useful in the work between application and underwriting: building needs lists, chasing documents, spreading financials and drafting the credit memo. The credit decision stays with the lender.
Can AI write a credit memo?
AI can draft one in your house format, with the ratios computed and every figure traced to its source. The credit officer edits it and makes the recommendation.
Can AI spread financial statements accurately?
Yes, when it's built for real files: scanned returns, partial years and documents that disagree. Every figure links to its source page and low-confidence reads are flagged for a person.
Will AI replace our loan origination system?
No. Agents work alongside your LOS and email, reading from and writing to them through an approval step.
How long does it take to deploy AI at a lender?
The first agent, usually document collection, is in production within weeks. Spreading and memo drafting follow, and the whole credit operation can work with agents within months.