AI Automation for Fintech and Financial Services

We build AI automation for fintech companies, lenders, accounting firms, and financial services teams: customer onboarding, document review, reconciliation, and client service, designed with the audit trails and human oversight financial work requires.

Financial analyst reviewing automated reconciliation dashboards in a fintech office
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Driving Success with Technological Expertise

Why Choose Lean Discovery Group?

We are a software development firm first, not a prompt shop. Every automation starts with mapping how the work actually gets done today, gets built on production-grade infrastructure, and ships with monitoring, documentation, and a team that maintains it. You own the code, the workflows, and the data, and we never take your IP.

Where AI Pays Off in Financial Services

Financial teams spend enormous time on documents, data entry, and repetitive client questions. AI can now read statements and applications, match transactions, and answer routine questions accurately, while people stay in control of approvals, exceptions, and anything that affects a customer's money.

Financial Workflows We Automate

We start where manual work is heaviest and the rules are clear enough for AI to follow reliably with a person reviewing the exceptions.

Customer Onboarding

Collect and verify application information, request missing documents automatically, and prepare files for compliance review.

Statement and Document Review

Extract data from bank statements, tax forms, and financial documents for underwriting, lending, or advisory work.

Reconciliation Support

Match transactions across systems, categorize them, and surface only the exceptions that need a person's attention.

Client Service Assistants

Answer routine account and process questions through chat or phone, and route anything sensitive to the right team member.

Reporting and Summaries

Generate client-ready summaries and internal reports from your financial data on a schedule.

Accounting Firm Automation

Automate document collection, bookkeeping prep, and client reminders during busy season, so staff focus on advisory work.

Our Financial Services Experience

We designed and built Bankably, a web platform that supports women and minority-owned businesses with tools and resources for adopting industry-standard accounting practices. That work taught us how to make financial processes understandable for users while keeping the underlying data accurate, the same balance AI automation in finance requires.

Compliance and Control by Design

Financial automation must be accurate, explainable, and reversible. Our systems keep a complete audit trail, require human approval for anything that moves money or changes a customer's account, restrict AI access to only the data each task needs, and use providers and hosting that meet your security and regulatory requirements.

Related Services

See AI document processing, AI consulting services, or all of our AI automation services.

Selected work

Bankably

Agile Health Insurance

After My Event

AngleHealth

CustomerDiscovery

Glue Up

Cofounderslab

Blog

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FAQs

Is AI automation safe for financial data?

With the right design, yes. We limit what data each automation can access, log every action, use enterprise-grade providers and hosting, and keep humans in control of decisions that affect customers or money.

Can AI help with KYC and onboarding?

AI can collect documents, extract and cross-check information, and prepare onboarding files for review. Final verification and approval stay with your compliance team and verification providers.

Do you work with accounting and bookkeeping firms?

Yes. Document collection, data extraction, client reminders, and bookkeeping prep are some of the highest-return automations for accounting firms.

What systems do you integrate with?

QuickBooks, Xero, NetSuite, banking and payment APIs, CRMs, and core systems with APIs. We review your stack during scoping.