Lending & Credit

No reviewed outcome evidence is attached to this theme. That is a gap in review, not evidence of no activity.

• Retail overdraft-overrun processingSociete GeneraleAI automates adviser decisions and routine handling of authorized-overdraft overruns.Scaled · reported stage
• Centralized AI consumer underwritingSuncoastAI supports consumer lending decisions across the credit union's branches.Scaled · reported stage
• Corporate credit proposal draftingABN AMROLender-uploaded documents populate credit templates and draft proposals.Production · reported stage
• Affirm transaction-level ML underwritingAffirmAffirm describes using ML transaction risk scores with credit-bureau, repayment and purchase data to determine loan terms at checkout.Production · reported stage
• AI consumer underwritingAll InAI automates loan decisions and integrates pre-screening into lending acquisition channels.Production · reported stage
• Agentic asset-finance intake and financial-statement extractionAllicaAgents read broker emails and attachments, request missing information and populate applications; confident cases reach the existing decision model, with referrals to underwriters.Production · reported stage
• Loan-history-trained AI underwritingAltra FCUModels trained on historical lending data predict delinquency and automate decisions.Production · reported stage
• AI-supported thin-file FAN credit offersBanco de ChileThe CEO says AI supported bounded microcredit and card offers to FAN customers lacking credit history or failing traditional criteria.Production · reported stage
• New-customer credit-card eligibility at onboardingBanco SantanderML and real-time data assess card eligibility during Spanish customer onboarding.Production · reported stage
• Canadian Commercial Banking credit-policy chatbotBank of MontrealAI gives commercial bankers access to lending policy and guidelines.Production · reported stage
• GenAI employee assistance in lendingBanque Cantonale de FribourgSwisscom identifies BCF’s employee lending assistant running on the Swiss AI Platform. It supplies sources and indicates when it cannot answer.Production · reported stage
• Corporate credit assessment information extractionBBVAExtracts company report/media information and supports peer comparison for credit analysts.Production · reported stage
• Mortgage application document validationBNP ParibasNLP extracts mortgage-file data and checks consistency and tax-notice authenticity within adviser tools.Production · reported stage
• Branch mobile-data credit underwritingBranchIFC documented Branch using ML and consented smartphone plus repayment data to assess borrowers in Kenya, Nigeria, Tanzania, Mexico and India.Production · reported stage
• ML-supported credit scoringBRIHistorical customer data and machine learning support digital-loan assessment and processing.Production · reported stage
• Private-credit diligence and internal research assistanceCarlyleCarlyle uses AI to synthesize earnings calls, financial statements and data-room documents. Internal research chat tools help analysts prepare diligence views and draft materials.Production · reported stage
• Corporate-credit financial analysisCCBFinancial LLM produces company financial-analysis reports to assist relationship managers and credit assessment.Production · reported stage
• DocuMind lending document intelligenceCIBCGenAI processes lending documents and supports fraud checks.Production · reported stage
• Expanded-variable consumer credit scoringCoastal CUCredit models assess applicants across credit tiers in the existing lending system.Production · reported stage
• Consumer loan underwriting and pre-approvalCommonwealth CUAI models automate consumer-loan decisions with pre-screening integrations.Production · reported stage
• Consumer and home-equity underwritingCommunity Choice CUML supports credit-card, auto, personal-loan and home-equity decisions.Production · reported stage
• AI-supported rebuilding of lending automationCreate CUModels support restored auto, personal-loan and credit-card decision automation.Production · reported stage
• Creditas early financial-distress interventionCreditasA Creditas executive describes AI/ML detecting emerging financial difficulty and suggesting preventive payment-plan changes or special terms to service teams.Production · reported stage
• AI-assisted software code generationCustomers BankBanking Dive attributed existing AI-generated software code to Customers Bank's CEO. The bank's own release confirms OpenAI tools were already used and distinguishes existing production from planned lending, deposit and payments orchestration.Production · reported stage
• Generative AI in debt collectionsDBS BankGenerative capabilities are embedded in debt-collection workflows to assist processing and decisions.Production · reported stage
• Alternative-data merchant selection and credit scoringDBS BankDBS's 2023 investor presentation describes alternative data and AI/ML supporting merchant selection and credit scoring in a Greater China logistics-platform supply-chain financing partnership associated with JD.com.Production · reported stage
• Small-credit-union automated underwritingDesert Valleys FCUAI supports credit assessment and faster loan decisions.Production · reported stage
• AI home-equity underwritingEmpower FCUAI supports home-equity lending assessment in underserved communities.Production · reported stage
• Credit-card AI underwritingFirst HawaiianCustomized ML assesses credit-card applicants using data relevant to local markets.Production · reported stage
• Commercial-banking and policy-retrieval employee agentsFirst West Credit UnionFirst West used Copilot Studio for policy retrieval and custom commercial-banking agents. The customer story links agents to staff risk assessment/adjudication support and describes Copilot-assisted mortgage comparisons and member follow-up preparation.Production · reported stage
• AI app-based loan underwriting and pricingFNB / FirstRandThe same FNB-hosted executive interview describes automated credit scoring, approved amount, term and interest-rate selection for app loan applications.Production · reported stage
• AskClara Non-QM product and scenario guidanceFoundation MortgageBrokers use conversational AI to explore Non-QM guidelines, documentation and potential program eligibility.Production · reported stage
• Freddie Mac ML credit-information summariesFreddie MacGAO reports Freddie Mac's underwriting system has used ML to summarize credit information since 2023.Production · reported stage
• Funding Circle SME underwriting automationFunding CircleFunding Circle says machine learning automates complex underwriting within its loan decision engine.Production · reported stage
• Embedded underwriting and claims institutional-knowledge retrievalGermania Mutual Insurance (Ontario, Canada)Germania Mutual deployed Guidewire ProNavigator to connect underwriting and claims employees to company expertise and documents within existing operations.Production · reported stage
• Automated lending decisioningGreat Basin FCUAI underwriting supports growing auto-loan application volumes.Production · reported stage
• Local-population AI underwritingHawaiiUSA FCUTailored models automate personal-loan assessments using representative membership data.Production · reported stage
• AI consumer credit underwritingICCUModels automate auto, personal-loan and credit-card credit decisions.Production · reported stage
• AI-assisted credit decisioningKCBKCB's technology director confirms deployed AI in credit decisioning.Production · reported stage
• Agentic loan auditing with human exception reviewKitsap Credit UnionD8TAOPS describes a Kitsap loan-audit system inside the credit union's Azure environment: ingest loan data, apply policy/risk checks, produce explanations and route findings to people. Kitsap publicly reposted a description of a private language-model deployment for loan audits.Production · reported stage
• LendingClub AI credit underwritingLendingClubLendingClub's earnings release describes AI underwriting models informed by proprietary repayment data across economic cycles.Production · reported stage
• AI predictive modelling for insurance underwritingMetLifeMetLife reports applying AI-driven predictive modelling in underwriting to improve pricing accuracy and speed.Production · reported stage
• Monzo borrowing-product credit modelsMonzoMonzo uses ML to estimate credit risk, utilization and product propensity in borrowing products.Production · reported stage
• AI-assisted business credit memorandum preparationNABBanker AI supports preparation of business lending credit memorandums.Production · reported stage
• AI trust-deed reviewNABAI assists paralegals reviewing trust deeds for customer loan applications.Production · reported stage
• AI credit scoring and preapproved lendingNedbankNedbank's 2023 presentation lists advanced credit scoring and preapproved lending offers among delivered AI use-case examples.Production · reported stage
• Alternative credit scoring using graph ML and synthetic dataNequiNequi uses SageMaker graph ML and synthetic data to assess customer relationships and financial behavior beyond conventional credit histories.Production · reported stage
• nuFormer credit underwritingNubankNubank's self-supervised foundation model supports granular credit decisioning. Its June 2026 update explicitly says the model is live in the largest Brazilian credit segment.Production · reported stage
• Customer-history summaries and evidence-marked service-response draftsOctopus EnergyKraken's contributed case describes Magic Ink summarizing customer history, drafting replies and suggesting next actions for Octopus staff. Verification marks sourced facts and flags unverified text; humans review output. An undated Kraken case additionally reports account-context ticket summaries and drafting in Human Assist.Production · reported stage
• Machine learning credit scoring and loan processingS-BankS-Bank uses SAS machine learning, model management and intelligent decisioning for credit scoring and faster loan processing, replacing less structured predictive-model workflows.Production · reported stage
• Generative-AI support for agricultural underwriting and risk-engineer consultationSantamSanlam reports a Santam agri-underwriting chatbot used for support and risk-engineer consultations, with shorter reported handling times.Production · reported stage
• AI MSME underwritingSBIAI supports underwriting small-business loans using customer data and preliminary analysis.Production · reported stage
• AI instant-loan credit scoringSCBPredictive AI assesses customer eligibility for digital-loan approvals.Production · reported stage
• AI collections calls, receivables prioritization and payment trackingSodexoSidetrade reports deployment of eight Aimie agents into Sodexo billing and collections. The agents tailor calls to customer history, learn payment behavior, update collection strategies and support payment tracking/reconciliation.Production · reported stage
• Automated dealer and consumer lending decisionsStagePoint FCUAI underwriting supplies decisions outside staffed hours and supports post-merger loan growth.Production · reported stage
• AI automated lending decisionsStanford FCUAutomated underwriting supports the institution's digital lending experience.Production · reported stage
• Tala smartphone-data credit underwritingTalaTala explains using ML on consented device and app-behavior data for loan decisions, with repayment behavior informing repeat lending.Production · reported stage
• Mortgage and HELOC pre-approval modelTD Bank GroupML approves eligible mortgage/HELOC applications; underwriters review other cases.Production · reported stage
• Agentic mortgage pre-adjudication summariesTD Bank GroupAgents classify documents, verify income and policy requirements, and produce application summaries for underwriters.Production · reported stage
• Drafting branch opinions in corporate loan approval documentsThe Bank of FukuokaFukuoka deployed an in-house generative-AI system across all branches that summarizes loan-case information, company data and staff negotiation records into draft credit-approval opinion sections. Staff select and edit the generated opinions.Production · reported stage
• AI underwriting in Origence lending workflowTrius FCUAI risk insights support automated and employee-reviewed lending decisions.Production · reported stage
• Consumer portfolio AI underwritingTruliantAI automates auto, personal-loan and credit-card decisions across lending portfolios.Production · reported stage
• Upstart AI loan underwritingUpstartUpstart describes its live underwriting models estimating default likelihood using credit and additional borrower attributes, trained using repayment outcomes.Production · reported stage
• AI credit-card and consumer decisioningVyStarCredit models integrate into loan origination to improve automated risk assessment.Production · reported stage
• Consumer and HELOC AI underwritingWauna FCUAI models support consumer-loan and home-equity approval decisions.Production · reported stage
• AI consumer credit decisioningWSECUAutomated underwriting supplies risk factors for employees handling complex cases.Production · reported stage
• Loan abstraction and transaction onboarding in Citco Credit PortalCitcoCitco says it is piloting AI-enabled loan abstraction and transaction onboarding in its recently launched Credit Portal. Professionals review and validate AI outputs.Pilot · reported stage
• Commercial loan onboarding agent pilotFirst Interstate BankFirst Interstate is piloting an agent that automates commercial loan onboarding into its Fiserv core, reducing manual entry and cycle times according to the bank's quoted executive.Pilot · reported stage
• Confidential external evaluation of proprietary AI modelsGoogle DeepMindThe pilot evaluated Gemini 2.5 Flash Lite on private AILuminate reserve prompts in an H100/Intel TDX confidential environment using PySyft. Attestation and constrained code/output handling keep model assets and evaluator prompts private to their owners.Pilot · reported stage
• AI-supported SME credit pre-assessment and application reviewKamuno AGKamuno’s beta used AI to estimate SME creditworthiness and feasible loan amount. February 2025 analysis describes AI/ML with manual review. UKB subsequently confirms Kamuno entered full operation in 2025.Pilot · reported stage
• Wiz Create credit-document draftsMizuhoGenerates draft credit-approval documents for staff review.Pilot · reported stage
• Sakana AI credit expertMUFG BankSpecialist AI agent assists bank credit work; operational validation began at selected branches.Pilot · reported stage
• Ant Group AI Credit ScoringAnt GroupAnt Group's Zhima Credit system uses AI to assess creditworthiness of hundreds of millions of users based on transaction data, social connections, and behavioral patterns on the Alipay platform. The AI scoring system has expanded financial access to underserved populations across China.Not assessed · legacy label
• Document AI commercial-lending supportArvestPlanned document intelligence supports commercial lending decisions.Announced · reported stage
• AI Credit DecisioningBank of AmericaBank of America uses machine learning models for automated credit decisioning across consumer lending products including credit cards, auto loans, and home equity lines. The models improve approval accuracy while maintaining fair lending practices and regulatory compliance.Not assessed · legacy label
• AI-Powered Credit DecisioningBarclaysBarclays applies machine learning to automate and improve credit decisioning across its retail and commercial lending portfolios. The models analyze a broad range of data points to make faster, more accurate lending decisions while ensuring fairness and regulatory compliance.Not assessed · legacy label
• AI Credit Underwriting AnalysisGoldman SachsGoldman Sachs applies machine learning models to credit underwriting decisions for its Marcus consumer lending platform. The models analyze traditional and alternative data to assess borrower creditworthiness and set appropriate pricing for personal loans.Not assessed · legacy label
• Explainable credit risk assessment selectionRawbankRawbank selected Temenos XAI to develop predictive credit-risk models for retail, SME and corporate lending and explain lending decisions.Announced · reported stage
• AI Mortgage UnderwritingWells FargoWells Fargo applies machine learning to mortgage underwriting to accelerate loan processing and improve risk assessment. The system analyzes borrower data, property valuations, and market conditions to streamline the underwriting process while maintaining compliance with lending regulations.Not assessed · legacy label