Enterprise AI
for Banking
Financial-grade AI solutions for banks and credit unions, with guaranteed business impact in weeks.
AI that shows up in the numbers your board reviews.
AI assistants, purpose-built for banks and credit unions.
MultiModel delivers customizable AI assistants built for specific jobs in every department, from lending to the back office, with the controls already in place. Below is one example for each department. Yours are tailored to your documents and workflows.
Loan application pre-review for your lending team
Use a Loan application pre-review assistant to summarize loan files and flag what's missing while the applicant is still in your branch. A CRM upsell analysis assistant tells you which borrowers are ready for their next product.
Upload 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.
Cited compliance answers in seconds, not hours
Use a Compliance operations assistant to answer questions on obligations and internal policy with citations. An Audit response drafting assistant prepares auditor and examiner responses with the evidence attached.
Ask 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.
Give your frontline staff all the answers
Use a Customer and member service assistant to give your branch and contact-center staff cited answers on accounts and policies. A Frontline sales coaching assistant coaches them to recommend the products each customer or member needs.
Describe 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.
Help your ops and back office manage their daily workloads
Use a Customer complaint triage assistant to classify and route complaints against your regulatory requirements. Your Accounting reconciliation assistant matches items across sources so reconciliations close faster.
Upload 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.
HR and policy answers on demand
Use an Employee and HR assistant for cited policy, benefits, and leave answers on demand. An Executive update assistant delivers research-backed updates on regulatory changes and the news that affects your market.
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.
Resolve your users' IT questions before they become tickets
Your IT help desk assistant answers common employee IT questions from your knowledge base. A Documentation lookup assistant gives your IT team cited steps, scripts, and troubleshooting from vendor documentation.
Choose 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.
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.
Enterprise guardrails for all your uses.
Give your team the latest frontier AI models without the risk. Sensitive information is automatically detected and redacted for all External requests, and every prompt is logged and excluded from model training.
Copilot
Gemini
Perplexity
Open Models
“We chose MultiModel for its financial-grade security, prebuilt prompts for financial institutions, and centralized AI portal that lets us safely operationalize generative AI across routine business processes.”
Guardrails for your data.
Structure for your staff.
Most AI tools make you choose between control and usefulness. MultiModel gives your security team the controls your examiners expect, and gives your staff the assistants and models that get real work done.
Security and governance, built in
Every prompt runs inside the controls your security and compliance teams set, wherever you choose to deploy.
- SOC 2 Type 2, independently audited
- Deploy into your own Azure or AWS environment
- Sensitive data redacted on the device before a prompt is sent
- Access by user and group, with prompt logs for audit
Assistants, models, and tools for real work
Your staff get more than a blank text box: assistants built for their jobs, the best model for each task, and a way to share what works.
- Structured AI assistants built for specific banking jobs
- Leading frontier AI models in one menu
- 200+ prompts written for banking work
- Collaboration tools to share what works across teams
One governed platform behind every solution.
Every use case runs on the same foundation: your models, your perimeter, your policies. Add a new workflow and it inherits the controls your security team has already approved.
AI guardrails
ChatGPT, Claude, Copilot, and Gemini under your policies, with access set by user and group.
Data loss prevention
Detect and redact account numbers and PII on-device, before a prompt reaches any model.
AI on your network
Inference, logs, and application data stay inside your perimeter, in the cloud, hybrid, or on-prem.
AI governance
Policy, oversight, and board reporting, with adoption and cost by department.
Security & compliance
SOC 2 Type 2, pen testing, and word-for-word prompt logs.
AI implementation rollout
Deploy into your Azure tenant with Entra login, a prompt library, and one support path.
Build your AI adoption rollout into your strategic plan.
See who is using AI, in which departments, and how often. When a team falls behind, respond with targeted training and department-specific prompts.
- Spot departments with low engagement
- Follow up with workshops and role-based prompts
- Track the result over time
Track AI adoption across your organization.
What our customers say
“We are very happy with our MultiModel experience. They have made staying on top of AI easy and simple for our team.”
“The AI portal allows employees to use and test GenAI capabilities in a sandboxed and controlled space rather than circumventing company policies and controls. Our experience has been fantastic.”
“MultiModel gives us access to the leading LLMs under one roof, with complete peace of mind on confidentiality and no juggling of multiple subscriptions.”
Your data stays yours, and every prompt is on the record.
Governed, auditable AI deployed within your boundaries, and built to hold up in front of your examiners, auditors, and board.
MultiModel began in StartX, Stanford's startup accelerator. Stanford University invested, along with Heavybit and WestWave Capital.
Frequently asked questions
Straight answers for CIOs, CISOs, and compliance officers evaluating AI.
Talk to usWhat is MultiModel?
MultiModel is a secure AI portal for your bank or credit union. Your staff get the leading AI assistants (ChatGPT, Claude, Microsoft Copilot, Gemini, Grok, and your own custom assistants) in one place. Your security team sets the rules: who can use which model, what data may leave the network, and how long every prompt is kept for audit.
Around the platform we provide a prompt library written for banking work, training, and adoption reporting, so the seats you buy turn into measurable use.
Will our data be used to train AI models?
No. Prompts sent through MultiModel are excluded from model-provider training, including OpenAI and Microsoft. Sensitive data such as account numbers and PII can also be redacted on the user's device before a prompt is sent, then restored in the response.
Can MultiModel run inside our own network?
Yes. MultiModel can be deployed in the cloud, hybrid, or fully on your own network, including your own Azure tenant. Inference, logs, and application data can stay inside your perimeter, and you can set stricter rules for external SaaS models than for models you host yourself.
How does MultiModel help with examiner and regulatory expectations?
Your examiners want to see that AI use is governed: a written policy, controlled access, protection for customer and member data, and records of what was done. MultiModel gives you each piece:
- Policy enforcement at the prompt, not just on paper
- Access by user, group, and policy
- Word-for-word prompt logs with recorded audit access
- Automatic risk scoring and flagging for review
We also publish an AI use policy template for banks and credit unions.
We already have Microsoft 365 Copilot. Why add MultiModel?
MultiModel puts guardrails around Copilot rather than replacing it. You get real-time redaction before prompts reach Copilot, word-for-word prompt logs, and per-group access control. You can also offer Claude, ChatGPT, or Gemini alongside Copilot for the tasks where they perform better, without buying separate subscriptions for each.
Is MultiModel SOC 2 compliant?
Yes. MultiModel holds a SOC 2 Type 2 attestation across all five Trust Services Criteria, audited by an independent firm and continuously monitored through Drata. You can request the report from our sales team. See Security & Compliance for details.
How is MultiModel priced?
Pricing is per seat, with deployment via Azure or AWS. There are three plans: Lite, Standard, and Whole Org. See pricing or talk to sales for a quote.
Name the use case. We'll deliver the solution.
Tell us the workflow that costs your institution the most time. We'll show you governed AI running against it, inside your perimeter.