Solutions for the hardest problems in fintech, commerce, and AI.
We partner with financial institutions, fintechs, and commerce brands to modernize how they operate, grow, and adopt AI, from strategy to launch and beyond.
Solutions built around your industry
Deep expertise in three industries where getting it right moves the business, not just the technology.
Fintech & Banking
Core banking operations, payments, fraud, and compliance for banks and fintech programs.
- Banking operations dashboards
- Real-time ledgers & reconciliation
- ACH, wire, RTP & FedNow operations
- Fraud alerts & case management
E-commerce & Retail
High-traffic shopping apps, wallets and loyalty, and the fulfillment operations behind them.
- iOS & Android shopping apps (Flutter)
- Performance & API optimization
- Wallets, gift cards & loyalty
- Marketplace verticals
AI & Automation
Secure AI agent integrations that let Claude and ChatGPT work with your systems.
- MCP servers for your APIs & data
- Tool-calling agents & integrations
- LLM-powered product features
- Retrieval (RAG) over your documents & data
Make your systems agent-ready
We connect stores, ERPs, accounting, booking, and banking systems to Claude, ChatGPT, and other AI agents through secure MCP connectors, so agents can order, pay, book, and check status safely.
MCP Gateway
A hosted gateway that sits in front of every MCP connector we build: OAuth sign-in, per-tool scopes, rate limits, human approval for risky actions, and a complete audit log of every agent request.
View projectWooCommerce Agent Connector
An MCP connector that lets Claude and ChatGPT search a WooCommerce catalog, check stock and delivery, build a cart, and hand the customer a secure checkout link, with no store rebuild.
View projectERP Agent Connector
An MCP connector for Odoo that lets operations teams ask Claude about stock, open orders, and deliveries, and draft sales orders and purchase requests that go through the ERP's own approvals.
View projectAccounting Agent Connector
An MCP connector for Xero that lets finance teams ask an AI assistant who owes what, which invoices are overdue, and what cash looks like, and draft invoices and reminders for approval.
View projectBooking Agent Connector
An MCP connector that lets AI assistants check real availability, book, reschedule, and cancel appointments in a business's scheduling system, with confirmations sent by the business itself.
View projectBanking Ops MCP
An MCP server for banking operations teams: look up balances, trace payments across ACH, wire, RTP, and FedNow, review open fraud and compliance alerts, and request account holds that require dual approval.
View projectProven in production
Braid
In production at US and international financial institutions, carrying money movement across ACH, wires, FedNow, and RTP.
Read case study
Drops
Up to 3× faster API responses across the shopping journey of one of Kuwait's top grocery delivery apps.
Read case study
Drops Warehouse
Paper-based fulfillment replaced with one system of record across four warehouse roles.
Read case study
Tuam
Restaurants launch fully branded ordering apps in days instead of months, all from one codebase.
Read case study
Litte
Events, live streams, social feeds, and local ads unified in one real-time app.
Read case studyBuilt for teams that can't afford to get it wrong
Security & compliance by design
Role-based access, audit timelines, and screening workflows (OFAC, 314(a), BSA/AML) built in from the start, not bolted on later.
Senior experts on every engagement
Every engagement is led hands-on by senior specialists from strategy through launch. No hand-offs to juniors.
Transparent delivery
A written plan, visible progress every week, and clear reporting, so you always know where the budget is going.
You own everything
Source code, designs, infrastructure, and accounts live in your organization from day one. No lock-in.
A proven path from problem to outcome
Clear goals up front, visible progress every week, and partnership long after launch.
- 01
Discovery
Workshops to understand the business problem, then a written plan: goals, priorities, risks, timeline, and a fixed quote.
- 02
Solution design
Journeys, operations, and architecture shaped with your stakeholders before anything is built.
- 03
Iterative delivery
Visible progress every week, with demos and a shared roadmap.
- 04
Launch & scale
Rollout, adoption, monitoring, and continuous improvement once real users arrive.
Latest thinking
ACH, wires, RTP, and FedNow: what each payment rail means for your product
The four US rails differ in timing, finality, and failure modes, and those differences show up directly in your ledger, your UX, and your fraud controls.
Why your shopping app feels slow, and where to look first
Speed in commerce apps is rarely one big problem. It's a stack of small ones across APIs, payloads, and screens. Here's the order we tackle them in.
Where AI actually pays off in fintech and e-commerce (and where it doesn't yet)
The best AI projects remove hours from a known workflow. The worst try to automate judgment that regulators and customers expect a human to own.
Common questions
What kinds of organizations do you work with?
Financial institutions, fintechs, e-commerce businesses, and growth-stage companies that need a product built, scaled, or rescued, increasingly with AI as part of it.
Do you build AI features into existing products?
Yes. Most of our AI work is adding LLM features, retrieval, or automation to a product that already exists, with evaluations, guardrails, and human review built in.
Who will actually work on our project?
Senior engineers only. Every engagement is led hands-on by a senior engineer from architecture through launch, with no hand-offs to juniors.
Can you work within our security and compliance requirements?
Yes. We regularly build in regulated environments and work inside your access controls, repositories, and review processes. NDAs are standard.
Do you take over existing codebases?
Yes. We usually start with a short technical audit, so everyone knows what we're inheriting before committing to a roadmap.
Who owns the intellectual property?
You do. All code, designs, and accounts belong to you from day one and live in your organization.
How do we get started?
Book a 30-minute consultation. If there's a fit, you'll receive a written proposal within a few business days.