AI SYSTEMS
AI that ships.
Most AI projects die between the demo and production. Ours don't. Custom workflows, embedded product AI, delivery-scaling automation — in your stack, owned by you, doing the work in weeks.
FOR WHOM
For builders tired of demos.
Ops-heavy teams
You're drowning in manual workflows. You've tried a Zapier chain, a no-code platform, and a consultant's deck. You want a system that runs without your weekly intervention.
Product teams
Your customers expect AI features. Your team can't ship them fast enough. Every quarter the backlog grows.
Professional firms scaling delivery
Your billable-hour model doesn't scale. You need AI that augments the team — research, drafting, intake, client-facing automation — without replacing them.
WHAT WE BUILD
Three system shapes.
Custom AI workflows
End-to-end automation for a specific ops pain. WhatsApp bots, intake pipelines, content generation, reporting. Runs on your data, in your stack.
Embedded product AI
AI features inside your existing product. Search, summarization, recommendation, conversational interfaces. Ships with your release cycle, not as a separate app.
Delivery-scaling AI
For professional firms. Research assistants, draft generation, intake automation, client-facing tools. Your team stays the expert; AI removes the drag.
ARCHITECTURE & STACK
What it actually looks like.
We build on Python, TypeScript, and the LLM provider that fits your data posture (OpenAI, Anthropic, or self-hosted). Postgres for state. Your existing auth. Deployed to your cloud or ours. IP lives with you — we write the code, you own it.
ENGAGEMENT SHAPE
How it works.
3–6 weeks
per system (first shipping unit)
Project fee or retainer
both models available
You own the IP
full code handover
FAQ