Your agentic AI transformation starts here.

We help banks and financial institutions transform their operations with AI and Agentic workflows that deliver real value.

Why now
How we work

A clear path from opportunity to production.

Most banks don't need another strategy deck. They need a partner who can find the right workflow, prove it works, and ship it. Each stage has a fixed scope and a clear deliverable. You decide what comes next.

Book a discovery call
01

AI Opportunity Assessment

Free · 30 min

A free 30-minute call directly with the founders. We talk through where you're at, what you're considering, and where AI could meaningfully move the needle. No pitch, no decks. Just a real conversation about whether we're a fit.

02

Discovery Interviews

2 weeks

We interview your team across different functions and roles to understand how operations actually work, where the bottlenecks are, and what would unlock the most value. An AI agent runs alongside us, fact-checking in real time and helping synthesize what we hear so nothing gets lost.

03

Workflow Report & Roadmap

Detailed report

A detailed workflow report for your team. It identifies the highest-ROI use cases, lays out the path to automation for each, and gives you a board-ready view of where to invest first.

04

Prototype

2 to 3 weeks

We pick one use case together and build a working prototype on synthetic data that mirrors your real environment. You see, touch, and validate it end-to-end before any real data or production systems are involved.

05

Production Deployment

5 to 6 weeks

We make it production-ready and deploy at scale, with monitoring, evals, governance, and full handoff to your team. Subsequent workflows ship faster because the infrastructure compounds.

Use cases

Where agentic AI moves the needle for banks.

A small set of high-impact workflows where we ship faster on each successive engagement, because the underlying infrastructure compounds.

Operations

KYC & AML automation

Reduce alert backlogs, accelerate onboarding, and free analysts from low-value triage. Agents that handle the routine and escalate the complex.

Risk

Fraud operations & investigations

Cut investigation time per case. Agents pull context across systems, draft narrative reports, and surface patterns analysts would miss.

Lending

Loan origination & underwriting

Compress decision cycles for commercial and consumer lending. Document parsing, exception handling, and policy-aligned decisioning support.

Customer

Servicing & complaint handling

Deflect routine inquiries, resolve complaints faster, and give human agents AI copilots that actually know your products and policies.

Compliance

Policy, regulatory & audit response

Accelerate response to regulatory inquiries and internal audits. Agents navigate your policy library and assemble evidence in hours.

Internal

Knowledge & analyst copilots

AI copilots for credit analysts, RMs, and ops teams — grounded in your internal documents, controls, and approval workflows.

Why us

What others won't tell you.

Most providers sell strategy decks, hand delivery to people you've never met, or treat security as someone else's problem. We do this differently. Here's the honest version.

The typical approach
A 6-month "AI strategy" engagement that ends in a 60-page deck. Implementation is "phase 2" and somehow always slips.
Our approach
A working prototype on your data within weeks. The strategy comes from things we've actually shipped, not slides.
The typical approach
AI engineers who've never seen a model risk review, an SR 11-7 audit, or how a core banking system actually works.
Our approach
15+ years across banking systems and production AI at scale — every engagement is led by our Founder.
The typical approach
Treat security and governance as "phase 3" — leaving you to fail your CISO review three months in and start over.
Our approach
Model risk docs, audit logging, and SAFE-MCP-aligned security baked in from day one.
The typical approach
Senior partners pitch the deal, then hand delivery to junior staff you've never met.
Our approach
You work directly with the founder. The same person accountable for the pitch is accountable for the delivery.
The typical approach
Build every project bespoke and start from scratch each time, billing you for that overhead.
Our approach
Each engagement adds to a shared infrastructure layer. Your second workflow ships in a fraction of the time.

Trusted AI expertise.

A team with deep operating experience in banking and AI at scale — every engagement is led by our Founder.

From a team that has 6+ years of experience shipping systems inside banks, and 10+ years building AI technology at scale across big tech companies like Amazon, Microsoft, and others.

Banking · 6+ yrs AI at scale · 10+ yrs Big Tech

Let's find the workflow worth shipping.

30 minutes. We'll discuss one workflow you're considering, give you a candid assessment, and share what we've seen work at other banks. No pitch.