Real AI.For real banking.

Launch financial products, automate decisions and serve customers with AI that runs inside the operating system.

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The problem

Legacy systems are keeping banks from using AI

Most AI gets added on top of a patchwork of legacy systems, so it can’t reach the accounts and customers it’s meant to serve.

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Fragmented data

Accounts, products and customer data sit in systems that were never built to talk to each other. AI works on incomplete copies, so it can answer questions but can’t act.

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AI without guardrails

In banking, one wrong action is a compliance breach. Every action needs an owner and an approval.

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Customer data at risk

Regulators expect customer data to stay protected and in-country but most AI tools send it somewhere banks can’t see.

The solution

A modern operating system, with AI built in

Stitch AI runs inside the operating system with direct access to accounts, decisions and customers, under the same rules as the team.

Controls

Workspace

General

Access

Configurations

Logs

Library

Services

Rules

Marketplace

My account

Profile

Language

ServicesLoans

New loan product

CancelCreate loan product

Product details

Product name
Personal loan Direct deposit
Compliance currency
USD
Category
Personal loan
Type
Unsecured
Description
Personal loan for customers who get paid by direct deposit into their checking account.

Deferrals

Interest accrual type
Daily balance
Lock in periodUpdated
3months
Maximum single deferral duration
Enter monthsmonths
Maximum deferrals per year
Enter numbertimes per year
Maximum deferrals over loan term
Enter numbertimes per loan

Rescheduling

Capitalize overdue repaymentsCapitalize overdue feesAllow backdatingMaintain account number
Lock in period
Enter monthsmonths
Maximum reschedules
Enter numbertimes per year
Maximum reschedules over loan lifetime
Enter numbertimes per loan
All required details have been completed.
Click Create loan product to proceed.
Ask for another change…

01  Copilot

One copilot to query, configure and launch

Ask for data, set up a new product, change a workflow or update pricing in plain language. The copilot pulls the answer or makes the change, and every change waits for approval.

See the copilot
Describe the product and I’ll fill all 42 settings

Personal loan for direct-deposit customers. $2,000 to $50,000 over 12 to 60 months, priced 8.9% to 14.9% APR by risk band, 1% origination fee capped at $500, paid into their checking account.

Attach

02  Prebuilt agents

Put an agent to work in one step

Ready-made agents for onboarding, fraud checks, collections and customer service. Add one to any workflow with a single request.

See an agent at work
Prebuilt agents (7)
Filter
Credit decisioning
3 skills · 6 connectors
Collections outreach
Anti-fraud
2 skills · 5 connectors
Screens activity and flags risky transactions in real time.
Collections outreach
3 skills · 1 connectors
Contacts customers on overdue accounts and follows up.
Customer service
5 skills · 3 connectors
Answers account questions and hands off to a person.
Transaction monitoring
2 skills · 4 connectors
Monitors transactions, detects unusual activity, and flags potential risks.
Loan portfolio analysis
4 skills · 7 connectors
Analyzes loan performance, repayment trends, and portfolio risks.
Payment failure analysis
1 skills · 2 connectors
Identifies payment failures, analyzes causes, and recommends solutions.

03  Custom agents

Build banking-grade agents on one governed harness

Give an agent a job, choose which Stitch services and systems it can use, test it on live data, then publish. Permissions, approvals, guardrails and audit come built in, so every agent is ready for a regulated bank.

Open Agent Studio
Collections follow-up agent
Custom agent · built in Agent Studio
Built Tested Published

Description
Review accounts 31–60 days past due and prepare a masked follow-up list for the collections team.

Governed harness

PermissionsApprovalsGuardrailsAudit
Rules What matched Decision
No bulk export of personal data SSNs, Phone No, Account No Blocked
Customer data stays inside Stitch Email to Gmail Blocked
Masked list in chat 31–60 day bucket, fields masked Allowed

All three act within the limits the institution sets. Above them, they ask.

Why Stitch AI

AI built for financial services

General-purpose AI tools weren’t designed for banking. With Stitch AI, every action stays inside the rules, environment and ledger a financial institution already runs on.

Control

Governed by design

Every agent has its own identity, scoped permissions, hard limits, maker-checker and a full audit trail. Sensitive data is masked before a model ever sees it. The operating system enforces it all, so nothing runs outside it.

Choice

Any environment, any model, full choice

Run it in-country or in a private cloud, on open, closed or custom models. Swap models without rebuilding anything.

Impact

Built in, not bolted on

Agents act on the ledger itself, through the same services the products already run on. No copies, no connectors, no AI that only works in a demo.

Anyone can be a hero

Starring Patrick J. Adams. The film behind the launch of Stitch AI.

Patrick J. Adams and the cast of the Stitch AI launch film

Request a demo

See Stitch AI on real banking products

Book a demo to see the copilot and an agent at work on real banking products.

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Frequently asked questions

What is Stitch AI?
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AI that runs inside a modern operating system. It includes a copilot that sets up products and workflows, ready-made agents for everyday work, and tools to build custom agents.

Who is it for?
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Any bank or lender with a modern operating system, or one in the middle of modernising it.

Which AI models does it use?
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Any model: open, closed or a custom one. Models can be switched later without rebuilding anything.

Can customer data stay in-country?
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Yes. Stitch AI can run in-country or in a private cloud, and personal data is masked before any model sees it.

How are agents kept in check?
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Agents only do what the signed-in person is allowed to do. Every change needs a second approval, and every action is logged.

Why does it need a modern operating system?
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AI needs live data and clear controls to act safely. A modern operating system provides both, so agents work directly on real accounts.

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