The next era of vertical software.
MGP Labs builds, owns, and operates AI-native vertical software companies — and selectively builds and operates companies owned by others. We partner with domain experts, invest our own capital, and run these companies for the long term.
MGP Labs LLC · mgplabs.ai
Competing against a legacy incumbent with an AI-native product is not an incremental advantage. It is a structural one.
AI is architected into the core of every product — not as a feature, but in the decision layer itself. Every interaction makes the system smarter. Legacy competitors cannot replicate this without dismantling everything they've already built.
Operating partner
Some companies we own. Others we build and operate for the people who do.
MGP Labs is an operating company, not a services firm. Most often we find the vertical ourselves, back it with our own capital, and run the company for the long term. Selectively, we take the same architecture and the same operating stack into a company someone else owns.
We own it
We find the vertical, partner with a domain expert who knows it cold, invest our own capital, and run the company for the long term. No LP timelines. No exit pressure.
You own it
Entrepreneurs, accelerators, and corporate venture arms bring the company. We build it and operate it to the same standard, on your cap table. Selectively — and only where the vertical and the owner are right.
Portfolio
What we’re building
Warranty operations
warrantini
AI-native warranty infrastructure for brands and manufacturers.
Warranty operations without a build.
warrantini.com →Low-voltage trades
Stealth
AI-native operating system for the professional low-voltage trades.
Coming soon
Aviation operations
Stealth
AI-native vertical software that turns fragmented, time-critical ground operations into a system of record — automating turnaround compliance, safety inspections, service coordination, delay tracking, and regulatory reporting for commercial aviation operators.
Coming soon
Consumer sports training
Stealth
AI-native consumer sports training — personalized coaching, structured practice, and measurable progression for athletes training on their own.
Coming soon
Household financial management
Stealth
AI-native household financial management — a consumer app for tracking, planning, and coordinating money across a household.
Coming soon
Have an idea for the next vertical software company?
We work with founders and domain experts who want to build in a vertical with a committed partner — capital, product, and operations. We also work with entrepreneurs, accelerators, and corporate venture arms who want a company built and operated on their own cap table.
Founded by Brian Carpizo and Ed Humphries, partners behind Mahusai Global Partners — a U.S.-headquartered digital consulting firm with global operations.