AI for Financial Services
AI your examiners can follow and your bankers will use.
Faster credit decisions. Cleaner compliance.
We build production AI for banks, lenders, and credit unions, from loan document extraction to compliance review, with the audit trails and model governance your regulators expect.
Trusted by financial firms and the companies they serve
Why banking is different
In banking, accurate beats impressive.
Every AI output can end up in front of an examiner. Banks need systems that explain their work, keep a human on credit and compliance calls, and fit inside your model risk management program.
Where value is created
In document-heavy work: loan packages, KYC files, credit memos, and compliance reviews that tie up skilled staff.
How it gets measured
Turnaround time, cost per file, exception rates, and analyst hours returned to revenue-producing work.
What earns trust
Cited sources, full audit logs, and validation documentation that supports your model risk and third-party risk reviews.
From strategy to production
AI built for regulated finance.
Start with one high-volume workflow or a bank-wide AI program. We meet you at your level of readiness.
AI Strategy & Governance
Find the workflows where AI pays back, and the guardrails to deploy it safely.
- AI readiness and use case assessment
- Business cases ranked by cost and risk impact
- AI policy and model risk documentation
- Vendor and third-party risk review support
- Training for bankers and analysts
- Board-ready AI roadmaps
Production AI Engineering
Engineers who build and ship the systems inside your security perimeter.
- Loan and financial statement extraction
- KYC and onboarding document review
- Automated compliance and marketing review
- Credit memo and covenant drafting assistants
- Internal policy and procedure Q&A
- Core and loan origination system integrations
Measurable outcomes, not theories
Results that hold up in an exam.
Case study · Financial services
2,000+
Hours saved annually through automated compliance review
PressW automated compliance review for a financial services firm, replacing manual document checks with an AI review workflow so analysts can focus on the calls that need human judgment.
More client outcomes
Real-time
Compliance review of marketing content before publication for a financial compliance firm
80%
Reduction in document processing time for a national insurance operation
10,000+
Documents processed monthly through an AI-powered intake system
200+
Custom workflows delivered
90+
Custom AI software deployments
$100M
Of client value created
Where banking AI stalls
Most bank AI projects stall in the same four places.
The fix is the same each time: start with governed, high-volume workflows and build the controls in from day one.
Model risk review
Projects stall when no one can document how the model works or how it was validated.
Data that can't leave
Customer data and privacy rules block public AI tools, and there is no approved alternative.
Legacy core systems
Valuable data is trapped in the core, loan origination, and imaging systems that AI tools can't reach.
No business owner
IT runs a pilot, but no line-of-business leader owns adoption, so it never scales.
How it works
From first workflow to bank-wide AI in three steps.
A governed path that starts with one measurable win.
- 01
Assess
Map document-heavy workflows, score them by volume and risk, and agree on controls with compliance and IT.
Explore AI Transformation - 02
Build
Ship a production system for one workflow, with human review, audit logs, and validation documentation.
Explore AI Engineering - 03
Scale and manage
Extend proven patterns to new lines of business and run them with ongoing monitoring and governance.
Explore Managed AI
FAQ
Questions banks ask us.
Don't see your question? Bring it to an intro call.
Put AI to work on your most document-heavy workflows.
From strategy to production systems: one AI partner built for regulated finance.