AI use cases for every department at your bank or credit union.
Deliver AI workflows that help your team move beyond the hype. Each solution works on your own documents, returns sourced answers, and runs under the controls your security team approved.
- Lending & Credit
- Risk & Compliance
- Retail & Branch Banking
- Operations / Back Office
- Administrative
- Information Technology
Use cases for every department.
From lending and compliance to branch banking, operations, HR, and IT, every team at your institution has work AI can take on.
Loan Application Pre-Review
Give applicants next steps before they leave the branch, for faster closings and more satisfied borrowers.
See the solutionUpload the application files, choose the loan type, and add your notes. The assistant summarizes the applicant, income, debts, and collateral, flags missing documents and inconsistencies, and lists next steps to share with the applicant before they leave.
Mortgage
Borrower changed jobs in March; new employer letter to follow. Wants to close before month end.
Applicant(s): Daniel James Whitford; Elena Marie Whitford
Product Interest: Mortgage — $393,750, fixed-rate first mortgage
Suggestion: Conditionally Approved
Approval Level: Manager (as entered on underwriting worksheet)
Gating Item: Obtain signed mortgage commitment package, title/tax/insurance confirmations, and down-payment proof from applicants/title company — unlocks final mortgage documentation and funding readiness.
Needs Verification
- Letter of employment and recent paystub for each applicant
- 2025 W-2s and federal tax returns for each applicant
- 90-day history for $131,250 down payment
- Title commitment and property tax certificate from the title company
- Homeowners insurance declarations page naming lender as mortgagee
- Signed credit life/disability insurance election or waiver
Basis for Suggestion
- Eligibility screen — no undischarged bankruptcy, age-of-majority issue, citizenship/permanent residency issue, or litigation disclosed (Qualifications/Conditions for Borrowing)
- LTV — 75.00% on $525,000 value; within 80% conventional maximum without mortgage insurance (LOAN / VALUE RATIO)
- Valuation — 60%-80% LTV requires a current appraisal; appraisal dated 07/15/2026 noted, confirm on file (Location and Marketability)
- Debt service — housing ratio 26.83% and DTI 31.76%, applicant-supplied as entered; within 28%/43% mortgage-origination maxima (Debt-to-Income Calculation)
- Credit — FICO 742 / 715, applicant-supplied as entered; above 620 threshold for conventional mortgage (Credit Requirements)
- Documentation — commitment, title, insurance, TRID disclosures, and employment verification required before closing (ALL MORTGAGES)
Approval Note: Preliminary suggestion only, based on self-reported and applicant-supplied figures. Final determination depends on policy-required verification of income, down payment, valuation/title position, tax status, and insurance/documentation completion.
CRM Upsell Analysis
Existing borrowers are your best candidates for additional products. Know when to offer each one their next product, and drive top-line growth from the relationships you already have.
See the solution
Copilot Chat
Internal
Upload a spreadsheet of borrowers from your CRM, choose the products to promote, and add notes on the offers. The assistant reviews each borrower and recommends the next product, when to reach out, and through which touchpoint, with the account signals behind each recommendation.
Recommend products for existing borrowersInternal
Q3 borrower recommendations
All Products
HELOC promotion through Dec 31, 12-month CD special, premium checking, treasury management for business borrowers.
I reviewed 1,248 borrowers and found 214 with a strong next-product fit. Here are the top five, ranked by fit and timing.
| Borrower | Recommend | Reach out |
|---|---|---|
| R. Alvarez | HELOC | This week, by phone |
| Pinecrest Dental LLC | Treasury management | Next review, in person |
| J. and M. Osei | 12-month CD | Now, by email |
| T. Brennan | Premium checking | At next deposit, in app |
| Harbor Freight Movers Inc. | Treasury management | This month, by phone |
Signals behind the top picks
- R. Alvarez: mortgage balance down to 52% of the home’s value, two credit card balances over $9,000, and a HELOC promotion that ends Dec 31
- Pinecrest Dental LLC: 40+ outgoing ACH payments a month made one at a time, and average balances up 35% this year
- J. and M. Osei: $61,000 sitting in savings at 0.40% and a maturing auto loan freeing up cash
Next step
The full list of 214 is ready to download as a spreadsheet, sorted by branch and loan officer.
Compliance Operations
Policy reviews, regulatory change, and exam prep, synthesized across your full library of policies and procedures for answers that are faster and cited for accuracy.
See the solutionAsk your question and pick the format you need. The assistant answers only from your approved regulatory guidance and internal policies, and cites the clauses it relied on.
Does adding instant transfers to the mobile app change the disclosures we give under Regulation E?
Memo With Citations
Memo: Instant transfers in the mobile app and Regulation E
Short answer. Yes. Instant transfers are a new electronic fund transfer service, so members need disclosures for it before their first instant transfer. A change-in-terms notice is also required if the change adds a fee.
Analysis
- New service disclosures. When an EFT service is added to an existing account and its terms differ from the initial disclosures, disclosures for the new service are required before the first transfer (12 CFR 1005.7(c)).
- Fees. Any fee for an instant transfer must be disclosed with the service (12 CFR 1005.7(b)(5)).
- Change in terms. If existing terms change in a way that adds fees or tightens transfer limits, members get written notice at least 21 days before the change takes effect (12 CFR 1005.8(a)).
Internal policy
Deposit Disclosure Policy §4.2 requires Compliance to approve the new disclosure and the in-app consent screen before launch.
Sources: Regulation E, 12 CFR 1005.7 and 1005.8; Deposit Disclosure Policy §4.2.
Audit Response Drafting
Cited, comprehensive responses that satisfy examiners and auditors, drafted with the evidence attached in minutes instead of hours.
See the solutionPaste the request, choose who is asking, and attach any new evidence. The assistant finds the control description, prior responses, and matching evidence in your audit history, and drafts a response with links to each artifact.
Provide the control description, most recent test results, and evidence for the quarterly user access review (IT-07).
Examiner
Draft response: IT-07 Quarterly User Access Review
Control description. Each quarter, system owners review user access to the core banking system, online banking admin, and Active Directory privileged groups. Access no longer needed is removed within 10 business days, and the review is signed off by the Information Security Officer.
Most recent test. Q3 review completed Sept 24. 1,862 accounts reviewed, 37 removals, all within 10 business days. No exceptions.
Evidence
- Q3 access review workpaper, with sign-off (attached)
- Removal tickets IT-4471 through IT-4508 (evidence log, Q3 folder)
- Q2 review and sign-off, for comparison (evidence log, Q2 folder)
Prior responses
This matches the response accepted at the 2025 examination (AR-2025-031). The only change is the addition of online banking admin to the review scope in Q1.
Customer & Member Service
Fast, accurate, and consistent answers for every customer and member, whether they call the contact center or walk into a branch.
See the solutionDescribe what the member is asking and choose how you will respond. The assistant returns a customer-ready answer, the next best step, and the policy or fee schedule it came from.
Member was charged an overdraft fee on a debit card purchase and asks if it can be waived. It is their second fee this year.
Chat Reply
Suggested initial response
Thank you for reaching out, and I’m sorry about the surprise fee. I can see the debit card purchase posted before your deposit was available.
Since this is your second overdraft this year, I’m able to waive this one as a courtesy. You’ll see the refund within one business day.
---
Suggested next step
Offer overdraft protection linked to the member’s savings account, so a transfer covers the next shortfall instead of a fee.
Suggested next step reply
To help avoid this next time, I can link your savings account for overdraft protection. If your checking balance comes up short, we’ll move the difference from savings automatically, at no cost to you. Would you like me to set that up?
Source
Fee Waiver Policy §3.1: one courtesy waiver per 12 months for members in good standing.
Sales Coaching for Frontline
Your tellers and reps are your most frequent touchpoints, but few have formal sales training. Coach them to recommend the right products, accurately and at the right moment.
See the solution
Gemini
Internal
Ask a question or name a topic, and choose a product type or leave it on All Products. The assistant coaches you from your product guides and sales practices: which products may fit, what to listen for, a question to open with, and when to refer to a lender.
Frontline sales coachInternal
Car loan payoff conversation
A customer just deposited a large check and mentioned paying off their car loan at another bank. What could I suggest, and how do I bring it up?
Auto Loan
Suggested response
Congratulations on the deposit. You mentioned your car loan. Do you know what rate you’re paying on it? Some members find that refinancing with us lowers their payment and lets them keep that money in savings instead.
Why an auto loan refinance could help this member
- Keeps their cash available: they don’t have to spend the deposit on a payoff, so it stays put for emergencies or other plans
- Can lower the rate and payment: members who financed through a dealer or another bank often pay more than our current auto rates
- Flexible terms: they can shorten the term to pay it off sooner, or lengthen it for a smaller monthly payment
- No prepayment penalty: they can still pay the loan off early with the deposit later, if they choose
- Everything in one place: the payment can come straight from their checking account here, with automatic payments set up at closing
When to refer
If they want a rate quote or to apply, introduce them to a consumer lender the same day. Don’t quote rates yourself.
Source: Consumer Lending Product Guide, Auto Refinance (p. 12); Sales Practices Standard §2.
Customer Complaint Triage
Split each complaint into its issues, route each one to the team that owns it, and flag the ones with a legal deadline, such as a disputed debit card fee under Regulation E, so they are resolved on time.
See the solutionUpload a spreadsheet of complaints, choose the channel they came from, and add any notes. The assistant splits each complaint into issues, classifies and routes each one, and flags anything with regulatory or legal exposure.
All Channels
Complaints logged in March. Escalate anything that mentions the CFPB, a reversed payment, or a fee the member says they were never told about.
I split 86 complaints from March into 112 issues and routed each one.
| Category | Issues | Route to |
|---|---|---|
| Fees and charges | 34 | Deposit Operations |
| Card disputes | 27 | Card Services |
| Loan servicing | 21 | Loan Servicing |
| Digital banking | 18 | Digital Support |
| Branch service | 12 | Branch Managers |
Escalate now (4)
- #C-0317: member says they filed a complaint with the CFPB about a reversed mortgage payment
- #C-0342: overdraft fee the member says was never disclosed when they opened the account
- #C-0355: reversed ACH payment led to a late fee and a credit bureau report
- #C-0381: monthly maintenance fee the member says they were never told about
The full list of 112 issues is ready to download, sorted by team and urgency, with the complaint ID and category for each.
Accounting Reconciliation Review
Match items across sources with fewer errors, so your accounting team spends less time on repetitive work and more on exceptions and analysis.
See the solutionAttach the files to reconcile and add any instructions for the request. The assistant matches items across the sources, including many-to-one matches, shows the math for each one, and lists the exceptions that didn't tie out.
Match the 15 items in the payroll tax report to the withholding tax deposit in the GL for September. Allow $0.05 for rounding.
All 15 report items tie out to three GL deposits. One deposit is off by $0.03, within your $0.05 rounding allowance.
| GL deposit | Report items | Difference |
|---|---|---|
| 9/05 · $12,318.40 | Items 1–5 · $12,318.40 | $0.00 |
| 9/19 · $12,406.95 | Items 6–10 · $12,406.95 | $0.00 |
| 9/30 · $12,511.22 | Items 11–15 · $12,511.19 | $0.03 |
The math
Each deposit covers five report items: federal income tax, Social Security (employee and employer), and Medicare (employee and employer).
- 9/05: $7,402.16 + $1,985.06 + $1,985.06 + $473.06 + $473.06 = $12,318.40
- 9/19: $7,455.81 + $1,999.10 + $1,999.10 + $476.47 + $476.47 = $12,406.95
- 9/30: $7,519.44 + $2,015.83 + $2,015.82 + $480.05 + $480.05 = $12,511.19, against a deposit of $12,511.22
Exceptions
None over tolerance. The $0.03 on 9/30 is a Medicare rounding difference; no adjusting entry is needed.
Employee & HR Assistant
Policy and benefits answers in 1–2 minutes instead of 1–2 days, so employees get what they need and HR spends less time on repeat questions.
See the solution
Copilot Chat
Internal
Ask your question and choose the location it applies to, or leave it on All. It answers from your handbook and HR policies with citations, and flags when a question needs HR or compliance.
Ask HRInternal
Family medical leave
Someone on my team needs two weeks off for a family medical issue. What leave are they eligible for, and what do I need to do?
All
They’re likely eligible for job-protected family and medical leave if they’ve worked here for at least 12 months and 1,250 hours in the past year.
What you need to do
- Ask them to submit a leave request in the HR portal
- HR sends the certification form within 5 business days
- Don’t ask about the diagnosis; HR handles medical details
Pay during leave
They can use accrued PTO first. State paid leave rules may also apply, and HR will confirm which ones.
Executive Updates
Comprehensive research on regulatory changes and the latest news, distilled into cited briefings so leaders can make better-informed decisions for the business.
See the solution
Perplexity
External
List the topics to research, add the sources to focus on, and choose a format. The assistant researches the latest developments and delivers a cited update on what changed and why it may matter.
Research an executive updateExternal
Weekly executive update
• Proposed CFPB and NCUA rules this month • Commercial real estate in Franklin County • New employers moving to central Ohio
CFPB, NCUA, Federal Register, Columbus Business First
1-Pager
Executive update: week of October 5
Regulation
- The CFPB opened comment on a proposal affecting overdraft and NSF fee disclosures. Comments are due in 60 days; Compliance is drafting a response [1]
- The NCUA board approved a proposed rule on succession planning for credit union boards, with a 60-day comment period [2]
Commercial real estate in Franklin County
- Downtown office vacancy rose again this quarter, while industrial space near Rickenbacker stayed nearly full [3]
- Two downtown office towers were listed for sale below their last sale price [3]
New employers in central Ohio
- A semiconductor supplier announced a plant in Licking County with about 400 jobs, starting hiring next spring [4]
Why it may matter: fee disclosure changes affect deposit revenue projections; downtown office exposure is worth a closer look in the CRE portfolio; new employers bring payroll and new-resident account opportunities.
[1] CFPB · [2] NCUA · [3] Columbus Business First · [4] Federal Register
The 1-pager is ready to download as a PDF, formatted for the leadership packet.
IT Help Desk Assistant
Self-serve answers to common employee IT questions. Employees get back to work, and IT has fewer tickets for routine requests.
See the solutionChoose a category, describe the problem, and attach a screenshot if you have one. The assistant answers with steps from your IT knowledge base, or tells you which ticket queue to use and what to include.
Access & MFA
I got a new phone and the authenticator app no longer shows my codes, so I can't sign in to Outlook.
Your screenshot shows the authenticator app on your new phone has no accounts set up yet. You can fix this yourself in about five minutes.
Steps
- On your work laptop, go to the Security info page in your Microsoft account (you’re still signed in there)
- Select Add sign-in method, then Authenticator app
- On your new phone, open the authenticator app, tap +, and scan the QR code on your laptop
- Approve the test notification, then delete the old phone from the list
If you’re not signed in anywhere
Open a ticket in the Access & Identity queue. Include your employee ID and whether you still have the old phone. The help desk will verify your identity by phone before resetting MFA.
Source: KB-0142, Moving Microsoft Authenticator to a new phone.
Documentation Lookup
Cited answers and troubleshooting from your full vendor documentation. Your IT team gets what it needs without digging through the docs.
See the solutionDescribe the task, and add the system or attach a file if it helps. The assistant works out the steps from the documentation with citations, and can write the script, list troubleshooting checks, or draft an FAQ.
Set up a DLP policy that blocks files with account numbers from being shared outside the bank, starting in test mode. Include a PowerShell script.
Microsoft Purview
Here’s how to set this up in Microsoft Purview, starting in test mode so nothing is blocked until you’ve reviewed the matches.
Steps
- Connect to Security & Compliance PowerShell with an account that has the Compliance Administrator role
- Create the policy in test mode for Exchange, SharePoint, OneDrive, and Teams
- Add a rule that detects U.S. bank account numbers and blocks sharing with people outside your organization
- Review matches in Activity explorer for one to two weeks, then switch the policy to Enable
PowerShell script
Connect-IPPSSession
New-DlpCompliancePolicy -Name "Block account numbers externally" `
-ExchangeLocation All -SharePointLocation All `
-OneDriveLocation All -TeamsLocation All `
-Mode TestWithNotifications
New-DlpComplianceRule -Name "Account numbers outside the bank" `
-Policy "Block account numbers externally" `
-ContentContainsSensitiveInformation @{Name="U.S. Bank Account Number"} `
-AccessScope NotInOrganization -BlockAccess $true
Sources: Microsoft Learn, “Create and deploy data loss prevention policies” and “New-DlpComplianceRule.”
Off-the-Shelf AI Assistants
Your team can also chat directly with the leading off-the-shelf AI models, like ChatGPT, Claude, Gemini, and Copilot, all in one workspace and under the same controls as your structured AI assistants.
See the modelsDiscuss your AI use cases.
Tell us your needs and we'll walk through the use cases that fit, show them running on documents like yours, and map out how to get started.
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AI use cases: FAQ
Straight answers for CIOs, CISOs, and compliance officers evaluating AI.
Talk to usWhere should your bank or credit union start with AI?
Start with the department where time is tightest and the work is document-heavy. That is usually lending and credit or risk and compliance, which is why they lead this page. Each solution works on documents you already have.
How do these assistants work?
Each one uses retrieval-augmented generation (RAG). You connect the documents a team relies on, such as policies, audit reports, or fee schedules. The assistant finds the relevant passages and answers from them, with citations your staff can check. See how RAG models work.
Are our documents shared with AI model providers?
No. Documents are indexed inside your Azure tenant and never copied to a third-party service, and your documents and prompts are excluded from model training across all AI providers.
What controls apply to every use case?
The same platform controls: on-device redaction of account numbers, SSNs, and other PII; access set per assistant; and word-for-word logging of every prompt. See security & compliance.
Do you support industries other than banking?
Yes. Banks and credit unions are our focus, and we also work with insurance, investment management, and healthcare organizations. Tell us about your workflow through the form on this page.
Find the first AI use case for your bank or credit union.
Tell us which department is under the most pressure. We'll show you the matching solution running on documents like yours, inside your perimeter.