Commercial lending operations

My recommendation: nCino

I'd put nCino at the top of the RFP list for most institutions. Its commercial lending platform covers application/origination, underwriting, approvals, portfolio management and workflow automation, rather than being narrowly focused on one stage of lending. nCino says its platform is used by more than 2,700 financial institutions.www.ncino.com

nCino Commercial Lending

Choose Abrigo instead if your biggest priority is sophisticated commercial credit analysis, spreading, underwriting and risk management—particularly if you're a community or regional bank. Abrigo's current platform combines commercial LOS functionality with credit-risk capabilities and AI-driven workflow automation.www.abrigo.com

Abrigo Lending & Credit Risk

Choose Finastra Loan IQ if you're talking about large corporate facilities, syndicated lending, complex structures, or a very large commercial-loan book. Loan IQ is much more of an enterprise loan-management/servicing platform; Finastra says it is used by 21 of the 25 largest syndicated lenders.www.finastra.com

Finastra Loan IQ

Baker Hill deserves serious consideration if you're a U.S. community/regional bank and want a purpose-built commercial LOS with strong financial spreading, workflow, covenant monitoring, portfolio management and relationship-management capabilities.bakerhill.com

Baker Hill Commercial Lending

The important caveat

The "best" provider changes substantially based on what kind of lender you are. For example:

• $1–10B community/regional bank: I'd start with nCino + Abrigo + Baker Hill
• Large regional/national bank: nCino + Finastra become more compelling
• Global bank / syndicated lending: Finastra Loan IQ
• Credit union: Abrigo, nCino, Baker Hill
• Non-bank / specialty commercial lender: I'd broaden the evaluation beyond these traditional bank LOS vendors
• Commercial + consumer lending on one platform: nCino or MeridianLink deserve closer examination. MeridianLink supports business lending alongside consumer, mortgage and other lending products.www.meridianlink.com

What I would evaluate before signing

Don't let the demos become feature checklists. I'd score vendors on:

1. Commercial underwriting flexibility — C&I, CRE, construction, equipment, lines of credit, renewals, participations.
2. Financial spreading & spreading AI — especially messy borrower statements and tax returns.
3. Workflow configurability — can your credit policy be changed without a six-month vendor project?
4. Core integration — real-time bi-directional integration, not just nightly files.
5. Credit memo/approval process — including exceptions and policy overrides.
6. Portfolio management after origination — covenants, ticklers, renewals, risk ratings and annual reviews.
7. Borrower experience — applications, document collection and status visibility.
8. AI — particularly whether AI actually executes workflow versus simply providing a chatbot.
9. Implementation/TCO — this can matter more than the license price.
10. Data ownership and APIs — critical if you don't want to become locked into the vendor.

If you tell me your institution size, loan types (C&I/CRE/SBA/etc.), approximate annual originations, existing core (Jack Henry/Fiserv/FIS/etc.), and whether you're replacing an existing LOS, I can narrow this to a 2–3 vendor recommendation and build you a weighted RFP scorecard.