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AI agents for financial services

Every agent is specified before it is built: scope, tools, guardrails, human approval points, handoffs and an evaluation set. Browse the catalog and register interest - the agents with the most demand get a working prototype first.

1 specified agent156 in the backlog
157 results
Agent · specified

Loan Origination Assistant

Consumer Lending

Guides a personal-loan applicant from intent to a complete, verified application in one conversation.

Human approval requiredEvals L1–L3 · 16 cases
Agent · backlog

Account Servicing Voice & Chat Agent

Auto Finance

Resolves high-volume servicing contacts end-to-end across voice and chat, including payments, payoff quotes, due-date changes, extensions within policy and insurance updates, with warm transfer and context handoff for complex cases.

Spec in reviewAutonomous
Agent · backlog

Account Transfer & NIGO Resolution Agent

Wealth & Retirement

Extracts data from incoming statements and transfer paperwork, validates ACAT/transfer-of-assets requests for good order, tracks rejects and chases resolution with custodians and contra firms.

BacklogSemi-autonomous
Agent · backlog

Adverse Action and Fair Lending Compliance Agent

Consumer Lending

Generates accurate, specific adverse-action notices from model reason codes, monitors decisions for disparate impact, and maintains model and policy audit trails.

Spec in reviewAssistive
Agent · backlog

Advisor Meeting Prep Agent

Wealth & Retirement

Before each client meeting, assembles household data, portfolio performance, open tasks, planning milestones and life events into a briefing with suggested talking points and opportunities.

Spec in reviewAssistive
Agent · backlog

Agency Placement & Performance Agent

Collections & Recovery

Allocates charged-off accounts across collection agencies and attorney networks based on scorecard performance, specialty and capacity, manages placement/recall files, and reconciles remittances.

BacklogSemi-autonomous
Agent · backlog

Agency Quote Intake & Comparative Rating Agent

Insurance

Gathers quote data conversationally from prospects, pre-fills carrier portals and comparative raters, and returns bindable personal-lines quotes for producer review.

BacklogSemi-autonomous
Agent · backlog

AI Governance & Fairness Testing Agent

Insurance

Maintains the insurer's AI Systems inventory and evidence required by the NAIC AI Model Bulletin and state rules: pre-deployment and ongoing fairness tests, drift monitoring, vendor documentation and complaint linkage, producing exam-ready artifacts.

BacklogAssistive
Agent · backlog

AI Prospecting & Outreach Agent

Mortgage

Handles top-of-funnel prospecting and outreach for loan officers: conversational home search, prescreening and prequalifying purchase prospects, and booking engaged clients onto the LO's calendar.

BacklogAutonomous
Agent · backlog

Application Intake and Abandonment Recovery Agent

Consumer Lending

Guides applicants conversationally through personal loan, card or BNPL applications, runs soft-pull pre-qualification, and re-engages applicants who abandon mid-flow.

BacklogSemi-autonomous
Agent · backlog

Appraisal Review Agent

Mortgage

Performs automated review of UAD 3.6 appraisal reports and AVM/appraisal-waiver eligibility, running hundreds of checks and summarizing what is validated versus what needs underwriter attention.

BacklogSemi-autonomous
Agent · backlog

Asset & Employment Verification Agent

Mortgage

Orders and reconciles consumer-permissioned asset, income and employment verifications (single 12-month report), analyzes cash flow and rent payment history, and surfaces anomalies such as undisclosed liabilities.

BacklogSemi-autonomous
Agent · backlog

AUS Findings & Conditions Agent

Mortgage

Submits to DU/LPA, interprets findings and feedback messages, and converts them into actionable, de-duplicated conditions routed to the right party with investor-overlay awareness.

Spec in reviewSemi-autonomous
Agent · backlog

Auto Refinance Prospecting Agent

Auto Finance

Identifies borrowers in the lender's own or prospect base who are 'in the money' for an auto refinance and runs personalized, compliant outreach with a lender-branded prequalified offer.

BacklogSemi-autonomous
Agent · backlog

Auto-Portability & Small-Balance Rollover Agent

Wealth & Retirement

Detects job-changer accounts with small balances and, through the recordkeeper clearinghouse network, locates the participant's new plan and executes an automatic roll-in instead of a cash-out or forced IRA.

BacklogAutonomous
Agent · backlog

Bank Statement Cash Flow Analysis Agent

Business Lending

Converts borrower bank statements into normalized transaction data and derives cash-flow underwriting metrics while detecting tampered or fabricated statements.

BacklogAutonomous
Agent · backlog

Billing Validation & Payment Reconciliation Agent

Insurance

Validates bills and reconciles premium payments across direct-bill, agency-bill and payroll-deduction flows, resolving mismatches and preventing erroneous cancellations.

BacklogAutonomous
Agent · backlog

BNPL Point-of-Sale Decisioning Agent

Consumer Lending

Delivers sub-second pay-in-4 and installment-loan decisions at merchant checkout and inside agentic-commerce flows, balancing thin-file approval with first-party fraud and stacking risk.

BacklogSemi-autonomous
Agent · backlog

Borrower and Cosigner Identity Risk Agent

Student Loans

Verifies identity, enrollment-linked eligibility and fraud risk for borrowers and cosigners, including synthetic identity and cosigner impersonation, before underwriting.

BacklogSemi-autonomous
Agent · backlog

Borrower Application Assistant Agent

Mortgage

Guides borrowers through the digital 1003 application via chat/voice, explains loan options and documentation requirements, and answers status questions 24/7.

BacklogSemi-autonomous
Agent · backlog

Borrower Intake & Prequalification Agent

Business Lending

Conversationally captures a small business financing request, pre-screens it against the bank's credit box and product set (term loan, working capital LOC, SBA 7(a)/504, equipment finance), and hands a qualified, structured opportunity to a banker.

BacklogSemi-autonomous
Agent · backlog

Borrower Servicing Virtual Agent

Student Loans

Answers borrower questions and executes routine servicing actions across chat and voice: balances, payment history, repayment plan explanation, servicer identification, payment changes and document requests.

Spec in reviewSemi-autonomous
Agent · backlog

Claim File Summarization Agent

Insurance

Produces and continuously refreshes a concise summary of the claim file (facts, coverage, reserves, contacts, open tasks) so adjusters, supervisors and reassigned handlers get up to speed in minutes.

Spec in reviewAutonomous
Agent · backlog

Claim Severity & Reserve Adequacy Agent

Insurance

Predicts claim severity, duration and litigation propensity at intake and as the file develops, recommends case-reserve adjustments and flags claims for early expert intervention.

BacklogAssistive
Agent · backlog

Claims Document & Medical Records Review Agent

Insurance

Extracts and validates invoices, repair bills, medical records and bills, IDs and demand packages, checks them against the claim and fee schedules, and summarizes them for adjusters and nurse reviewers.

BacklogSemi-autonomous
Agent · backlog

Claims Fraud Detection & SIU Case Agent

Insurance

Detects suspicious claims and organized schemes using cross-carrier intelligence, triages high-risk cases to the SIU, and drafts investigation plans and case briefs so investigators move faster.

BacklogSemi-autonomous
Agent · backlog

Client Reporting Assistant Agent

Wealth & Retirement

Assembles quarterly client reports and review packs from source-system figures, drafts performance commentary and plain-language market recaps using approved language, and runs QA on totals, benchmarks and disclosures before advisor approval.

BacklogAssistive
Agent · backlog

Closing Conditions & Lien Perfection Agent

Business Lending

Reads the commitment letter and approval conditions, verifies every condition precedent against the closing package, confirms lien perfection and insurance, and clears the file for funding.

BacklogSemi-autonomous
Agent · backlog

Closing Disclosure & TRID Compliance Agent

Mortgage

Prepares and balances the Closing Disclosure against the Loan Estimate and settlement data, enforces TRID timing and tolerance rules, and drafts cure documentation when needed.

BacklogSemi-autonomous
Agent · backlog

Closing, Funding and Card Activation Agent

Consumer Lending

Completes e-sign, final disclosures, payoff of consolidated debts, ACH funding or card fulfillment, and first-payment setup after approval.

BacklogSemi-autonomous
Agent · backlog

Collateral Valuation & Appraisal Review Agent

Business Lending

Reviews appraisals, equipment valuations and borrowing-base certificates for completeness and anomalies, computes advance rates and LTV, and routes exceptions to the collateral/appraisal review function.

BacklogAssistive
Agent · backlog

Commercial Submission Intake & Triage Agent

Insurance

Ingests broker submissions (emails, ACORD apps, loss runs, SOVs), extracts and cleans risk data, flags missing information, and ranks submissions by appetite and portfolio fit for underwriter attention.

Spec in reviewSemi-autonomous
Agent · backlog

Complaint and Conduct Monitoring Agent

Consumer Lending

Scores every human and AI customer interaction for compliance, complaint and vulnerability indicators, manages CFPB complaint responses, and surfaces conduct risk before it escalates.

BacklogSemi-autonomous
Agent · backlog

Complaint Triage & Response Agent

Collections & Recovery

Ingests consumer complaints from CFPB portal, regulators, BBB and internal channels, triages severity, drafts acknowledgments and substantive responses within 15/60-day windows for human approval, and produces root-cause packages.

BacklogAssistive
Agent · backlog

Complex Claim Reopening & Supplement Agent

Insurance

Processes reopen and supplement requests on closed claims (supplemental repair invoices, late medical bills, L&AH claim reopenings), validates them against the original adjudication and policy terms, and reopens or responds within authority.

BacklogSemi-autonomous
Agent · backlog

Compliance Scrub & Status Monitoring Agent

Collections & Recovery

Screens accounts before and during collection for bankruptcy, deceased, active-duty military, litigious and fraud indicators, and continuously monitors for status changes so protected accounts are pulled from treatment.

BacklogAutonomous
Agent · backlog

Conversational Account Servicing Agent

Consumer Lending

Resolves routine card and loan servicing requests end to end across chat and voice (payments, due-date changes, card replacement, travel notices, limit requests, statement questions) with policy-bounded write-back.

BacklogSemi-autonomous
Agent · backlog

Conversational Collections Voice Agent

Collections & Recovery

Handles inbound and outbound collections conversations across voice, SMS and chat, verifying identity, explaining balances, taking payments and arranging plans within pre-approved policy bands, and escalating sensitive situations to humans.

Spec in reviewSemi-autonomous
Agent · backlog

Conversational FNOL Intake Agent

Insurance

Lets claimants report a loss in their own words across voice, chat and mobile, asks only the follow-up questions needed, validates against policy data, and assembles a structured claim file.

Spec in reviewSemi-autonomous
Agent · backlog

Cosigner Release and Account Change Agent

Student Loans

Processes cosigner release applications and other account changes (deferment for re-enrollment, death/disability discharge, name and demographic updates) against eligibility rules with required documentation.

BacklogAssistive
Agent · backlog

Covenant Monitoring & Compliance Certificate Agent

Business Lending

Tracks financial and non-financial covenants across the portfolio, calculates covenant values when new spreads land, chases overdue reporting, and generates breach notices or waiver requests for officer action.

Spec in reviewSemi-autonomous
Agent · backlog

Coverage Verification & Claims Triage Agent

Insurance

Compares the reported loss to policy terms, endorsements and limits, assesses injury and legal severity, detects discrepancies and routes the claim to the right handling track (fast-track, field, complex, SIU).

BacklogSemi-autonomous
Agent · backlog

CRE Rent Roll & Operating Statement Agent

Business Lending

Abstracts rent rolls and property operating statements for commercial real estate loans into a uniform dataset, normalizes NOI, and sizes the loan on DSCR, debt yield and LTV under stress scenarios.

BacklogAssistive
Agent · backlog

Credit Application Intake Agent

Auto Finance

Captures, validates and submits the credit application from within the dealer's DMS/F&I workflow, pre-filling fields and catching data defects before the app reaches lenders.

BacklogSemi-autonomous
Agent · backlog

Credit Decisioning Copilot Agent

Auto Finance

Assembles the full underwriting picture (bureau, alternative data, verified income, collateral) and drafts a decision recommendation with counteroffer options and explainable reason codes for a human underwriter on non-auto-decisioned files.

BacklogAssistive
Agent · backlog

Credit Decisioning Copilot Agent

Consumer Lending

Runs policy rules and ML credit models over bureau, cash-flow and alternative data, auto-approves clear cases within delegated authority, and prepares explainable case summaries for human underwriters on referrals.

Spec in reviewSemi-autonomous
Agent · backlog

Credit Line Management Agent

Consumer Lending

Continuously evaluates card and revolving accounts for proactive credit-line increases, decreases and balance-transfer or product-upgrade offers based on behavior and bureau triggers.

BacklogAssistive
Agent · backlog

Credit Memo Drafting Agent

Business Lending

Orchestrates coordinated agents that gather, validate and analyze borrower, industry and market information to draft a policy-templated credit memo that a credit analyst then refines and owns.

Spec in reviewAssistive