Commercial loan underwriting software takes a borrower package, applies the lender's credit policy and produces the analysis and credit memo for approval. 3 kinds of tool carry the label. Lending suites put credit analysis inside the origination system. Underwriting tools automate spreads, memo drafts or recommendations beside the LOS. MightyBot does the review on your written policy and keeps the full audit and compliance record.
The tools split by where the credit analysis runs and what record the review leaves.
"Can agents run our credit policy on the whole file, and can we prove it?"
Applies credit policy and retains evidence from the review. Memo drafting, source citations, version history and recorded human actions vary by vendor. MightyBot combines these with spreading and covenant monitoring.
"Can we get spreads, a memo draft or a recommendation beside our LOS?"
Uptiq and Aloan combine policy checks, source citations and memo drafts. Aloan also runs as a commercial LOS and monitors covenants. Taktile orchestrates policy assessments and decisions with an audit trail; memo drafting is not stated. Accend describes financial analysis and memo drafting through an API.
"Can the system that originates the loan also hold the credit analysis?"
Credit analysis sold as part of a lending or origination suite. Memo, policy and audit detail varies by page. Moody's and Abrigo describe AI agents inside their suites.
Suites hold the analysis in the origination system and underwriting tools connect beside it. MightyBot works directly in your systems and exports its record to your data stores.
Bands show the kind. Columns show whether each vendor's pages state a citation from each figure to its source page.
Compare buyer fit and the gaps on each vendor's page.
| Tool | Best for | Watch for |
|---|---|---|
| MightyBot | Lenders wanting spreading, policy checks and memos on a replayable evidence trail | Runs beside the LOS you keep |
| Tool | Best for | Watch for |
|---|---|---|
| Uptiq Underwriting Agent | Commercial banks underwriting C&I and middle-market loans beside the existing LOS | |
| Aloan | Community banks and credit unions wanting a cited memo draft | Runs as the LOS or beside one |
| Accend | Commercial credit teams wanting spreads and credit analyses through an API | Policy checks and audit trail not stated |
| Taktile | Risk teams that want to own business-credit decision logic | Credit memo drafting not stated |
| Tool | Best for | Watch for |
|---|---|---|
| nCino Credit Analysis Suite | Banks on nCino wanting spreads, memos and risk grades together | Credit policy checks not stated |
| Moody's Lending Suite | Banks standardizing on Moody's that want generative memo drafts | Audit trail not stated |
| Abrigo Sageworks Credit Risk | Community banks and credit unions wanting underwriting, risk rating and monitoring together | |
| Baker Hill | Banks, credit unions and finance companies wanting a modular commercial LOS | Policy enforcement listed without detail |
| FIS Credit Assessment + Commercial Loan Origination | Banks on FIS wanting spreading, risk rating and origination together | Credit memo not stated; product sheet dated 2021 |
| Jack Henry LoanVantage | Community and regional banks and credit unions on Jack Henry | Written-policy check not stated |
| Newgen Commercial Lending | Lenders wanting low-code origination with configurable policies and approval routing | Credit memo not stated |
We capped this review at 11 external vendors and MightyBot; among qualifying vendors, Finastra and Casca stated the fewest capabilities across memo, policy, decisioning and audit. Provenir's reviewed SME page did not describe borrower financial-statement analysis, Zest AI described consumer decisioning, and Lendflow described embedded credit for brands and lenders. S&P Global's Credit Memo Builder returned HTTP 403 to our automated reads on November 9, 2026; Numerated redirected to Moody's loan origination overview.
Quoted from each vendor's product page, read on November 9, 2026. Open a vendor to see the quotes behind its placement.
MightyBot is a policy-driven AI agent platform. Agents classify and extract the whole loan package in parallel, map every line to a canonical schema, calculate DSCR and the other ratios under your methodology, and draft a structured credit memo with every data point linked to its source page.
Your lending criteria are written in plain English and evaluated the same way for the same inputs and policy version, so the file passes or fails the same test at every branch.
Files that need judgment route to an underwriter with the policy triggers, extracted data and conflicting evidence already assembled. Every output links to source documents, policy version, calculations and reviewer actions, which is what an examiner replays.
The same platform runs spreading and covenant monitoring, so the memo, the policy result and the quarterly covenant test sit on a shared evidence trail. MightyBot is in production at over 30 banks and lenders and reports a reduction of 70% or more in processing time in its production deployments.
nCino describes a suite "Seamlessly integrated into the commercial loan origination workflow" where underwriters work "both C&I and CRE loans." Users can "Easily create a credit memo by automatically pulling the most up-to-date information" from the platform into the institution's template, and "Calculate risk grades using the calculation worksheet" with weighted formulas and an approval process.
The page promises to "Accelerate underwriting times with automated processes to book more loans faster."
The page does not state how credit policy is checked, whether memo values link to source pages, or how overrides are recorded. It lists no pricing.
Moody's says its "coordinated AI agents generate transparent, structured memos ready for expert review in minutes," saving time by "generating a comprehensive credit memo at the click of a button that you can edit as needed" and letting teams "Maintain consistent credit memos across your business regardless of loan complexity or author."
The suite is "designed to adapt to your bank's specific loan conditions and policy expectations," and its "GenAI follows configurable rules and standards." Moody's positions it for banks streamlining commercial loan origination.
The page does not state an audit trail, source links from memo values to documents, how overrides are logged, or pricing. Numerated's former site redirects to Moody's loan origination overview, the parent page of this one.
Abrigo says the platform "streamlines underwriting by automating financial analysis, risk scoring, and credit memo generation" and "generates standardized credit memos, risk rating documentation, and supporting reports." In the Abrigo APX loan administration FAQ, its agents "validate information against institution-specific policies and route exceptions for human review," and the platform "creates a clear audit trail and consistent credit presentation."
It supports "commercial, small business, and consumer credit workflows" for banks, credit unions and alternative lenders.
The page does not state whether memo figures link to source pages, how the credit policy is authored or versioned, or pricing.
Baker Hill describes financial analysis that helps teams "make sound, consistent underwriting decisions," spreading to "understand risk at the time of decision," document management "supporting credit memo creation and broad loan documentation needs," and a workflow module listing "Credit Policy Enforcement," covenant monitoring and automated task routing.
It calls the product "A modular solution that meets the evolving needs of today's financial institutions."
The page does not describe memo drafting, how policy enforcement works, overrides, an audit trail or pricing.
FIS says "Credit Assessment manages all commercial credit assessment and customer risk rating, including probability of default and loss given default, in one solution," and that "With industry-specific financial spreading software, Credit Assessment provides comprehensive credit risk analytics" for "credit and risk officers as well as front-line relationship managers."
The Commercial Loan Origination product sheet adds that banks can "configure process flows and rules according to your credit appetite and strategy," "pre-configure policy checking and compliance validation," and "integrate our fully configurable risk rating and pricing engines with the origination process."
Neither document mentions credit memo drafting, an audit trail, how overrides are recorded, or pricing. The product sheet is dated 2021.
Jack Henry's documentation says "Spreading in LoanVantage is a powerful credit analysis solution designed to streamline and standardize the analysis process" for consumer, commercial and agricultural loans, that "LoanVantage calculates ratios relating to liquidity, leverage, coverage, profitability, and growth," and that global cash flow computes "a cash flow value for all customers included in the file."
"LoanVantage uses business rules to guide an application through the lending process," a risk rating matrix "provides a file credit grade rating on a loan request," and "If a risk rating recommendation is overridden by a user, the system records the reason for the override."
The documents and reports page describes Presentation Reports as "the system's primary tool for compiling and generating the final, formal loan package required for committee review and approval," combining "financial analyses, compliance documents, narratives" with "Underwriting Ratios and Risk Rating results" and "Monitoring Items (Policy Exceptions, Required Docs, Covenants)."
The pages do not describe a check of the file against a written credit policy, do not name an audit trail, and list no pricing. Jack Henry's loan origination page positions the platform for community and regional banks and credit unions.
Newgen says its platform lets banks "Orchestrate the full commercial credit lifecycle from financial spreading and credit analysis to approval and booking," with "Intelligent underwriting & risk rating with stress testing, DSCR, cash flow analysis" and "Automated, rule-driven workflows for underwriting, approvals, and documentation."
Banks can "configure rules, workflows, credit policies, and product variations," and the software "integrates credit policies, compliance checks, risk scoring, and audit trails into the origination process." Approvals support "loan value-based approval, parallel (committee-like), and sequential (chain-like) routing," and the solution "maintains a detailed audit log that records all actions, changes, etc." with user name and time stamp.
Its C&I lending page adds "Automated data extraction from tax returns and financial statements to automate the spreading process." Newgen names "Commercial banks, cooperative banks, NBFCs, and other financial institutions" as the buyers.
Neither page mentions credit memos, source links from figures to documents, or pricing.
Uptiq describes "an AI solution for commercial banks" that turns tax returns, financial statements and bank statements into "clean spreads in your template," where you can "Click any number to see its source page."
"Memos are drafted in your language and your approval framework. Underwriters review, adjust, and approve." The agent is configured with the institution's "exact credit policy," keeps an "examiner-ready audit trail for every credit decision," allows overrides "logged with rationale," and "Connects seamlessly with core banking, LOS, CRM, and third-party data providers."
The page cites SOC 2 Type II certification and a 70 percent faster credit memo.
The percentage figures are vendor claims without a stated basis, and the page lists no pricing.
Aloan describes commercial lending software that collects the borrower package, spreads it with page citations, checks it against your credit policy and drafts the memo. The file is "checked against your written credit policy before it reaches committee," deals outside policy "are identified with specific exceptions and supporting evidence," and "the memo is drafted for the underwriter to edit and sign."
Aloan states it "is decision-support; it never approves or declines a loan," and "every figure in a spread or memo is cited to the exact source page." It can run as the commercial LOS or alongside an existing one.
Aloan cites customers reporting "77% less time per file" on a standard community-bank commercial file. The page links to pricing but shows no figures.
Taktile's business underwriting page says "Agents pull financials, check documents, and run a first-pass assessment against your policy," then "Reviewers get the evidence upfront and an agent recommendation to approve or reject."
Teams can "Orchestrate deterministic logic, machine learning models, AI agents, and human review," "Backtest changes on your own book," and "Decide faster and get a full audit trail," with "versioning and sign-off procedures" and "200+ integrations across KYC/KYB, credit, fraud, open banking, and PEP screening."
Its home page says "The world's top banks and insurers scale AI with Taktile."
The page does not mention credit memo drafting or source links from figures to documents, and it lists no pricing.
Accend "provides human-in-the-loop AI agents to accelerate and enhance the accuracy of underwriting and onboarding decisions." It "Produces standardized, formatted credit analyses based on financial data," aggregates financial data "across cases and time periods," and announces "Accend for Banking: AI Infrastructure for End-to-End Credit Underwriting in Commercial Banks."
Accend says some customers "save over 75% of the time in credit memo drafting."
The page does not state credit policy checks, an audit trail, source citations or pricing.
We read each vendor's own product pages and compared 5 things.
Ask these on the demo, with your own documents on the screen.
Bring 1 real commercial file. We will run your policy on it and walk the memo and the evidence trail with you.
Sources
FAQ
The best choice depends on your loan types, credit policy and approval process. Give shortlisted vendors the same borrower package and memo template. Check ratio calculations, source citations, policy exceptions and recorded overrides. Confirm whether the tool can work with your existing LOS, what it exports and who makes the final credit decision. Compare implementation effort only after checking those outputs.
The capabilities overlap, so compare the steps each tool covers, from decision orchestration and financial analysis to policy assessment, memo drafting and human approval. Taktile orchestrates rules, models, agents and human review and returns a recommendation on business credit. Uptiq, Aloan, Moody's and MightyBot prepare the commercial file and draft the memo for an underwriter. Jack Henry, FIS and Newgen route the file through configurable rules inside the LOS. For each vendor, confirm which steps the deployment automates and who gives final approval.
Yes. Uptiq says most commercial banks are live in 5 business days, and Aloan says no integration is required to start. Taktile's agents run a first-pass assessment against your policy, and reviewers see the evidence. MightyBot ships standard lending policies and layers your institution's rules on top. Typical delivery is about 60 days, with your LOS in place. Ask each vendor to run your written credit policy on a sample file before signing.
Of the pages we read, Uptiq states an "examiner-ready audit trail for every credit decision" with overrides logged, and Aloan cites "every figure in a spread or memo" to its source page. Abrigo states "a clear audit trail," Taktile "a full audit trail" and Newgen a detailed audit log. Jack Henry records override reasons and report history without naming an audit trail. MightyBot links every memo value to its source page, policy version and reviewer action. The nCino, Moody's, Baker Hill, FIS and Accend pages do not state one.
Credit decisioning software applies rules, scorecards or models to produce a decision or recommendation. Credit memo software assembles financial analysis, risk ratings, policy exceptions and narrative for review. Commercial lenders may use both. Approval can sit with an authorized lending officer, a committee or an automated process within delegated limits. Compare the decision authority, exception routing and evidence each system records.
Classification depends on the component. The April 2026 SR 26-2 guidance covers traditional quantitative models and non-generative, non-agentic AI. Generative and agentic AI are outside its scope. Deterministic rule-based processes are excluded only when no statistical, economic or financial theories underpin their design or use. Banks should set appropriate governance and controls for excluded tools. The guidance is most relevant above $30 billion in assets, but can apply to smaller banks with significant model risk. Ask your model risk team to classify each component.