AI-First SaaS Development — we ship what we sell.
Full-stack AI-native SaaS. The same stack, patterns, and shipping habit we used for RetailOS (retail POS), MedPrüf (medical exam prep), and Harmonia POS — applied to your product.
What "AI-first" actually means
An AI-first SaaS treats the model as a first-class tool, not a chat sidebar. The data model is designed to be retrieved by embeddings. The auth model accounts for agents. The admin dashboard shows tool calls next to CRUD rows. Feedback loops are live on day one — not a v2 afterthought.
It also means the UI gets simpler. If the agent can triage, the operator doesn't need a 40-column table. The whole product pulls toward intent, not features.
What's included
- Product scope doc + data model + auth model.
- Next.js 16 App Router + Supabase (PG + RLS) + Vercel.
- Agent orchestration layer (LangGraph or native TS).
- GA4 + Microsoft Clarity + Vercel Analytics from day one.
- Admin dashboard (7-tab pattern — see MedPrüf).
- DKIM-authenticated transactional email (Resend).
- Repo on your GitHub. Vercel project on your team.
- Launch doc + runbooks + handoff to your engineer.
Three shipped examples
Full portal customer login (phone+OTP), returns/RMA, per-product tax, checkout prefill. Mr. Donut paying pilot.
10,993 questions live across 3 exam tracks. 7-tab admin, GA4 + Clarity wired, referral program scoped.
Supabase eu-central-1, Vercel auto-deploy, owner user provisioned, Telegram handoff. One engineer, Claude Code, two days.
FAQ
Why "AI-first" instead of "add AI later"?
Products designed around AI primitives (agents, embeddings, feedback loops) from day one look different — simpler UIs, tighter feedback loops, better unit economics. Retrofitting a CRUD app with an LLM rarely gets there.
What stack do you use?
Next.js 16 (App Router) + Supabase + Vercel + shadcn/ui + Tailwind + Framer Motion + TypeScript strict. For agents: LangGraph or native TS. For email: Resend with DKIM. For analytics: GA4 + Microsoft Clarity from day one.
How long from kickoff to a live product?
4–8 weeks for an MVP with paying-customer readiness. MedPrüf shipped in April 2026 with 10,993 questions live, adaptive study, 7-tab admin, feedback system, GA4 + Clarity instrumented. Harmonia POS shipped end-to-end in one weekend.
Who owns the code?
You. We push to your GitHub from day one. No licensing, no white-label platform, no dependency on our hosting. Vendor lock-in is a failure mode we designed around.
Bring us a product spec — we'll ship the MVP.
Fixed-fee, 4–8 weeks, you own the repo. Most v1 scopes clear $5–15k.