AI for Startups
From pre-seed to Series B, AI that ships fast, impresses your fund, and is built to scale instead of to be thrown away.
Startups do not have the luxury of a two-year AI roadmap. From pre-seed to Series B, the job is to ship something real, prove it works, and do it without burning runway or accumulating technical debt that the next round of diligence exposes. The trap is building an AI demo that wins a meeting and then collapses in production, or a throwaway prototype that has to be rebuilt the moment you raise.
The regulatory and infrastructure bar is lower than enterprise, but it is not zero. Investors increasingly look at how AI is built, what data it uses, and whether the foundations will hold at scale. Privacy basics, sensible data handling, and infrastructure a serious acquirer or Series B lead can inspect are part of being fund-ready, not a distraction from it.
We build for that exact stage. A focused MVP that actually works, on infrastructure you own and can grow into, delivered fast enough to fit a startup's clock.
What matters here
MVP AI that survives contact with users
We build the smallest AI system that proves your core thesis, grounded and evaluated so it works on real inputs, not just the demo path. You get something you can put in front of users and investors with confidence, fast.
Fund-ready infrastructure
We build on infrastructure a Series B lead or acquirer can inspect without flinching: clean architecture, sensible data handling, and code in your own accounts. Technical diligence becomes a strength in your raise rather than a liability.
Speed without throwaway
We move at startup pace but do not ship code you will have to rip out at the next round. The MVP is the first stage of the real system, so momentum from pre-seed carries through to scale.
You own it, including the IP
Everything we build runs in your own cloud and belongs to you, code, models, and infrastructure. There is no vendor lock-in to explain away in diligence and no dependency on us to keep operating.
We are a remote-first team that works at startup speed and meets you when it matters for discovery and key milestones. We build a focused MVP on infrastructure you own, grounded and evaluated so it holds up with real users, and we hand over code and IP that belong to you. That ownership is what makes the work an asset in your next raise instead of a question mark in diligence.
We scope to your stage. A focused MVP is a fixed-fee engagement sized to one core use case, not an open-ended retainer. We give you an honest range and a sequenced plan before any commitment, so you can match spend to runway.
That is a goal, not an afterthought. We build clean architecture with sensible data handling in your own accounts, so a Series B lead or acquirer can inspect the system and come away reassured rather than concerned.
It is the first stage of the real system. We move fast but do not ship code you will have to rebuild at the next round, so the foundations you fund at pre-seed carry through to scale.
Let's build the intelligence that moves your business.
Tell us where you're headed. We'll show you what's possible, and exactly how we'd get there together.