Vertical AI Software
AI built for a specific industry, with deep workflow expertise that makes it increasingly hard to replace.
You’re a fit if:
You’re solving complex workflows for a specific industry you understand deeply.
OUR THESIS — WHAT WE BELIEVE ABOUT AI-NATIVE COMPANY BUILDING
Bonfire invests
where Ai-native products get stronger with use.
AI-native isn't a feature. It's a different kind of company. The best AI-native software learns from the work, so every customer makes it smarter, more useful, and harder to replace. That compounding is the whole thesis.
The compounding loop
The best companies learn
from the work
AI-native software can learn from the work, but the loop isn't automatic. The best teams design for it from day one. They capture every task, correction, and decision, then feed it back, so the product understands the work (and each customer's way of doing it) a little better every week.
Where we invest
Six places where AI creates structural, compounding advantage.
We don't index on industry, we index on the shape of the advantage. Some of what we back is built deep for one industry; some is horizontal infrastructure used across many. What stays constant is that the advantage compounds. Here's where we look:
Services-to-Software
AI-native businesses that turn labor-heavy services into scalable, higher-margin software-driven operations.
You’re a fit if:
AI lets you deliver a traditionally labor-heavy service faster, cheaper, and more profitably.
Agent-Native Infrastructure
The foundational tools agents rely on for identity, payments, orchestration, trust, and observability.
You’re a fit if:
You’re becoming a critical layer of the agent stack, with usage that compounds.
AI + Proprietary Data
Companies that build defensible advantages from proprietary data earned through operating in their market.
You’re a fit if:
Your data advantage is structural—and difficult for a well-funded competitor to recreate.
Fintech Infrastructure
Critical financial infrastructure built for AI-native businesses, where accuracy, compliance, and trust are non-negotiable.
You’re a fit if:
You operate where accuracy, trust, and compliance are non-negotiable.
Structural Reshaping
AI businesses that don’t just improve workflows—they fundamentally reshape how an entire market works.
You’re a fit if:
You’re reshaping a market, not simply optimizing an existing workflow.