Guides · 44 resources
Practical guides for AI in commercial lending
The Aloan guide library: how-to playbooks for spreading, global cash flow, and policy compliance; buyer guides comparing Aloan against nCino, Abrigo, FlashSpread, and the broader commercial-lending stack; plain-language explainers; and compliance references covering SR 26-2 and OCC Bulletin 2026-13. Written for credit teams deploying AI in real underwriting workflows. Browse by type or jump to the latest.
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Best Commercial Loan Underwriting Software for Banks (2026)
Read Buyer guideBest AI Underwriting Software for Commercial Lenders (2026)
Read Buyer guideBest AI Underwriting Platforms for Community Banks (2026)
Read Buyer guideBest Commercial Lending Software for Community Banks (2026)
Read ExplainerWhat Is Loan Spreading Software? A Commercial Lender's Guide
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How-to playbooks
Step-by-step playbooks
Operational guides for the underwriting and governance work that actually moves a deal forward.
How AI Underwriting Integrates With a Loan Origination System
A CTO-grade walkthrough of how AI underwriting connects to the LOS: the three integration shapes (SaaS alongside, embedded, on-prem), the four data flows, the auth and data boundary, the pattern by LOS (nCino, MeridianLink, Encompass, Abrigo, Baker Hill), and six RFP questions for the technical evaluator.
How to Review AI-Generated Financial Spreads for Accuracy
A five-point QC checklist for credit analysts validating AI-generated spreads: entity mapping, key line items, non-recurring items, cash flow classification, and debt schedule reconciliation, plus how to graduate from 100% review to exception-based review.
Covenant Monitoring Best Practices for Commercial Lenders
A practitioner playbook for moving covenant monitoring off spreadsheet trackers: the four failure modes of manual tracking, loan-language standards, AI extraction from credit agreements, continuous testing with headroom alerts, and examiner expectations.
How to Standardize Credit Memo Preparation Across Analysts
A five-dimension memo quality rubric, a quarterly drift audit, and where AI keeps the structured analytical sections consistent across analysts. The management problem behind credit memo quality.
How to Underwrite Partnership Returns and Sponsor Distributions
A credit-officer walkthrough of Form 1065, K-1 cash flow, guaranteed payments, sponsor distributions, promote waterfalls, and carried interest - what belongs in recurring cash flow and what does not.
How to Reduce Turnaround Time in Commercial Loan Underwriting
A four-bottleneck diagnostic for commercial loan underwriting cycle time: document collection, spreading, exception handling, and memo prep - each with a measurement protocol and a fix.
Global Cash Flow Analysis for Foreign-Owned Entities
How lenders treat cross-border cash flow on foreign-owned borrowers: FX normalization, transfer restrictions, Form 5472 signals, and what to haircut versus exclude in the final global rollup.
How to Analyze Trust Returns (Form 1041) in Global Cash Flow Analysis
A practical guide to Form 1041, trust DNI, beneficiary Schedule K-1 treatment, and how to avoid double-counting trust support in guarantor cash flow.
AI Underwriting Implementation Guide for Community Banks
A stage-by-stage rollout guide with a 30/60/90 checklist, weighted vendor scorecard, golden-dataset rubric, and parallel-run method for community-bank credit teams.
C&I Loan Automation: A Practical Guide for Commercial Lenders
A practical guide to what C&I loan automation actually handles in 2026, from document intake and spreading through credit memo assembly and covenant testing.
Commercial Loan Automation for Regional Banks
A regional-bank-specific guide to underwriting automation, model risk expectations, and portfolio-scale workflow design for banks in the $10B to $100B range.
AI Tools for Community Bank Lending
A practical map of where AI actually adds value in commercial lending: intake, spreading and tax return analysis, credit memo workflow, and covenant monitoring, with honest vendor framing.
How to Automate Cash Flow Analysis From Tax Returns
A six-stage operational guide for automating cash flow analysis from commercial borrower tax returns, covering document assembly, K-1 classification, ownership tracing, and add-backs.
How to Automate Commercial Loan Policy Compliance
A practical guide to automating commercial loan policy compliance for community banks: what automates well, what does not, and how to deploy without breaking the audit trail.
How to Automate Global Cash Flow Analysis for Commercial Lending
A practical guide to automating ownership mapping, K-1 tracing, Schedule E reconciliation, and final global cash flow rollup without losing human credit judgment.
Buyer guides
Pick the right tool for the job
Category-defining buyer guides that compare the platforms commercial lenders are evaluating in 2026.
Best Commercial Lending Software for Credit Unions (2026)
The member business lending shortlist for credit unions, sized to NCUA Part 723 and the 12.25% MBL cap: Aloan, nCino, Abrigo, Baker Hill, and MeridianLink, plus the in-house versus CUSO call.
Best Covenant Monitoring Software for Commercial Lenders (2026)
The covenant monitoring shortlist, ranked by what each tool does at the calculation layer: the three generations of tools, why most are trackers, and how to evaluate for the examiner audit trail.
Best SBA Lending Software for Banks and Credit Unions
A buyer guide to SBA lending software in 2026: origination and servicing platforms (Abrigo, nCino, Baker Hill, SPARK) versus AI underwriting tools that work alongside them, and how to pick by your real bottleneck.
AI Agents for Commercial Lending Workflows: 2026 Guide
A tiered platform comparison across the four architectures sold as "AI agents for commercial lending": focused analyst add-ons, full banking platforms with embedded AI, enterprise AI applied to lending, and developer agent frameworks.
Best Loan Origination Software for Banks (2026)
Buyer guide to commercial loan origination software: the five LOS platforms community banks evaluate (nCino, Abrigo, Baker Hill, MeridianLink, Finastra), plus the AI-native option that works alongside the system of record.
Best AI Equipment Finance Software for Commercial Lenders (2026)
The four platforms commercial lenders shortlist for AI equipment finance software in 2026: Aloan, Tamarack Technology, Odessa, and Northteq. Features, fit, and an RFP checklist.
Best Global Cash Flow Analysis Software for Lenders (2026)
Three categories of global cash flow analysis software compared on ownership mapping, K-1 tracing, multi-entity consolidation, add-back uniformity, and source-page traceability.
Build vs. Buy: A Practical Guide to AI Underwriting for Banks
Honest math on building AI underwriting in-house versus buying from a vendor. Year 1 cost, time to first value, model risk obligations, and the decision framework most banks should actually use.
Best AI Underwriting Software for Commercial Lenders (2026)
Best AI underwriting software for commercial lenders, compared across work-alongside AI, LOS-bundled AI, document AI, audit trail depth, and time to value.
Best Commercial Loan Underwriting Software for Banks (2026)
A clean buyer guide for banks comparing true commercial underwriting tools against broad lending platforms, with notes on Aloan, nCino, Abrigo, HES LoanBox, Turnkey Lender, and FlashSpread.
Best Tax Return Spreading Software for Commercial Lenders (2026)
A commercial lender's guide to tax return spreading software: how 1040, 1065, 1120, and K-1 workloads break tools, plus six questions to ask on any demo.
Best AI Underwriting Platforms for Community Banks (2026)
AI underwriting platforms for community banks under $10B compared on SBA support, examiner readiness, implementation speed, and pricing. Aloan, nCino, Abrigo, and Scienaptic.
Best Commercial Lending Software for Community Banks (2026)
A practical comparison of commercial lending platforms for community banks: Aloan, nCino, Abrigo, Baker Hill, MeridianLink, Finastra, and Moody's CreditLens. Features, strengths, limitations, and how to choose.
Concepts & explainers
What is X — clearly defined
Working definitions for the categories and tools commercial lenders ask about, written for people picking software, not analysts ranking it.
AI Underwriting: A Practical Guide for Commercial Lenders (2026)
A buyer-and-builder guide to AI underwriting for commercial lenders: what it is, how it differs from automated underwriting, what examiners look for, and the demo questions that separate real automation from theater.
The Commercial Lending Technology Landscape (2026)
A vendor-neutral category map of the commercial lending stack. Six layers from borrower portal to regulatory governance, with stack composition by bank tier.
What Is Covenant Monitoring Software?
A working definition of covenant monitoring software, how it differs from tickler and annual-review tools, and the three generations on the market.
When OCR Isn't Enough for Commercial Lending
A category guide to the three layers of document processing depth — extraction, interpretation, workflow output — and why each one breaks at a different point in commercial lending.
What Is an AI Credit Analyst Agent in Commercial Lending?
An AI credit analyst agent runs the bounded junior-analyst work on a commercial loan file — document review, spreading, reconciliation, risk summary — under human control. What the category means, what it isn’t, and what to ask vendors.
What Is AI Underwriting in Commercial Lending?
A precise definition of AI underwriting in commercial lending, the four workflow layers, what stays human, and how banks should sequence rollout.
AI Underwriting for Credit Unions: A Practical 2026 Guide
A practical guide to AI underwriting for credit unions, focused on member business lending, Part 723 constraints, lean credit teams, and examiner-ready controls.
What Is Loan Spreading Software? A Commercial Lender's Guide
A working definition of loan spreading software, how it differs from a LOS, and the three generations of tools commercial lenders are choosing between today.
6 AI Underwriting Use Cases Already in Production at Community Banks
A practical breakdown of the six underwriting workflows where AI is already delivering real production value, from spreading and global cash flow to covenant monitoring.
Compliance & governance
Examiner-ready governance
Reference material for SR 11-7, SR 26-2, OCC Bulletin 2025-26, and the AI governance controls examiners ask about.
SOC 2 Type II for Commercial Lending AI: What Community Banks Should Verify
What a vendor-management team should actually read inside a SOC 2 Type II report for an AI commercial lending vendor: observation window, trust services criteria scope, exceptions, subservice carve-outs, and the four questions the report does not answer.
SBA Citizenship and Residency Requirements Update
What SBA Policy Notice 5000-876441 changed in March 2026, who it affects in 7(a) and 504 files, and how lenders should rework ownership and guarantor review.
AI Underwriting Governance Frameworks for Community Banks
Templates for the four artifacts an AI underwriting program needs: decision-authority matrix, model inventory, validation test plan, and quarterly monitoring report. Sized for sub-$10B banks under SR 26-2 and OCC 2026-13.
OCC Bulletin 2025-26: Community Bank Model Risk Guide
How OCC Bulletin 2025-26 helps community banks classify AI underwriting tools, apply proportional model-risk controls, and prepare for the 2026 framework.
Revised Model Risk Guidance for Community Bank AI Tools
A community-bank guide to SR 26-2 and OCC Bulletin 2026-13: model scope, validation, vendor oversight, and a diligence checklist for AI underwriting.
Examiner Readiness for AI Lending: What SR 11-7 and OCC 2025-26 Require
A practical guide to model inventory, validation, decision authority, audit trails, and the examiner questions community banks should be ready to answer.