AI platforms,
built to ship.
We design, build, and operate production AI systems — from model-aware platforms to end-user products that just work.
Three lanes, one mission.
From the platform layer to the final product, we build the whole vertical so it ships and stays shipped.
Platforms
Composable AI infrastructure — orchestration, retrieval, evals, deployment — designed to outlast any single model.
Products
End-user AI products that ship to real customers. Web, desktop, and mobile experiences that earn trust.
Applied AI
Custom systems for hard problems — agents, automations, domain-specific copilots, and data pipelines.
A four-step rhythm. Repeated forever.
Discover
Pin down the problem, the users, and the constraints. No assumptions.
Architect
Pick the stack that fits the next 2 years, not the next 2 weeks.
Build
Ship weekly. Real users, real feedback, real iteration.
Operate
Monitor, tune, evolve. Production is where the work begins.
The full stack of modern AI.
From model selection to deployment, evals to observability — we've built it before.
LLM systems
that hold up
Orchestrated agents, robust retrieval, structured outputs, and evals that actually measure what matters.
Data pipelines
Ingest · transform · serve
Agent orchestration
Tool use · plans · memory
RAG & retrieval
Vector · hybrid · rerank
Evals & safety
Offline + online
Deployment
CF · Vercel · self-hosted
Shipped products. Real customers.
How we decide.
Ship fast
A small thing that runs beats a big thing that doesn't.
Measure honestly
Evals before opinions. Numbers before narratives.
Own the stack
We build what we operate. We operate what we ship.
Stay close to users
The product gets better the closer we sit to the people using it.
Got an AI problem worth solving?
Let's build it.
We take on a small number of partnerships each year. Tell us what you're trying to do — we'll tell you honestly if we're the right team.