Generic SaaS was built for everybody and fits nobody. I build the one tool your business actually needs, or teach your team to build it. With 20 years in offensive security, I make sure it doesn't become your next breach.
The cost of custom software just dropped ~90%. That opens the door to building the exact tool your business needs, the one no off-the-shelf vendor will ever make. I either build it for you, or teach your team to build it themselves. Either way, it ships secure.
You know your business better than any software vendor. I turn that knowledge into a tool built around exactly how you actually work, deployed on infrastructure you control, with your data staying yours.
The moat isn't the code. It's knowing your industry from the inside. If you want to own the build, I'll get you there: where AI actually fits, how to build it with modern AI tooling, and how not to ship a liability doing it.
Anyone can vibe-code a tool now. Almost nobody building these can also tell you why it won't leak your customer data. After 20 years in offensive security, currently leading privacy red-teaming at TikTok (USDS), that's the part I don't skip. It's the through-line in everything above, especially for legal, accounting, healthcare, and other privacy-critical work.
Every engagement follows a straightforward process. We find what's slowing you down, figure out where AI fits, build it, and get it running on your terms.
We find the workflows costing you the most time, money, or frustration. The ones where generic software falls short.
I document your current process step by step and pinpoint exactly where AI can make the biggest impact.
I build your custom app using AI-assisted development. Fast, iterative, and built to your exact spec.
Your app runs on infrastructure you control: cloud, private server, or your own hardware. Your data stays yours.
Everyday problems generic software was never designed to handle. The kind that show up in legal, accounting, healthcare, and other industries where the data is sensitive and the workflow is specific.
Dashboards and reports tailored to your data, pulling from the exact sources you use, formatted the way you need.
AI agents that screen, sort, and pre-draft responses to your email based on your rules and communication style.
Turn receipts, invoices, contracts, and forms into structured data. Works across formats, languages, and regulatory requirements.
AI-powered vulnerability scanning, threat analysis, and automated security workflows built for your specific environment.
Smart assistants that manage calendars, coordinate across time zones, and tell you what to focus on each day.
Have a workflow that frustrates you? A process you've been procrastinating on? Something you can't do without the right tool? Let's talk.
Building custom AI apps, workflow automations, and strategy consulting for businesses adopting AI. Shipped dozens of hyperspecific tools for clients and personal use.
Leading offensive privacy testing and vulnerability research. Deep experience with AI/ML platform security from the inside.
Researched AI security threats and developed automated security testing methodologies for AI/ML systems.
Want me to build it for you, or coach your team to build it themselves? Either way it ships secure. First call is free. No jargon, no sales pitch, just whether this is a fit.