◆ NEXT.JS × AI / ML STARTUPS

Next.js development for AI/ML startups

Production-grade Next.js builds — App Router, RSC, edge functions, Vercel deploys, ISR caching strategy that survives traffic spikes. Tuned for ai / ml startups — From the eval harness up. We help AI startups ship past the demo and into production — with cost ceilings, observability, and a real moat.

◆ WHY MIR

Why teams pick us

AI / ML startups-grade engineering

From the eval harness up. We help AI startups ship past the demo and into production — with cost ceilings, observability, and a real moat.

Next.js where it counts

Production-grade Next.js builds — App Router, RSC, edge functions, Vercel deploys, ISR caching strategy that survives traffic spikes.

Senior team, no pyramid

9+ years building outsourced product teams. Every engineer is a senior shipping production code — not a 5-person team with one architect on top.

◆ AI / ML STARTUPS PAIN POINTS WE SOLVE

Where Next.js meets ai / ml startups

Evals that catch regressions before users do

We've shipped this in production. We design for it from day one — not as a retrofit.

Cost ceilings on LLM calls

We've shipped this in production. We design for it from day one — not as a retrofit.

RAG pipelines that survive real document corpora

We've shipped this in production. We design for it from day one — not as a retrofit.

Production observability for non-deterministic systems

We've shipped this in production. We design for it from day one — not as a retrofit.

◆ STACK

What we build with

Next.js 15 (App Router) React 19 TypeScript Vercel Supabase / Postgres tRPC / REST Stripe Playwright + Vitest
◆ PROCESS

How we ship

  1. Discovery — 1 week. Scope, success metrics, non-goals.
  2. Architecture spike — 1 week. Schema, routing, auth, data flow.
  3. Vertical slice — 2 weeks. End-to-end one user flow shipping to staging.
  4. Iterate to launch — 4–10 weeks depending on scope.
  5. Post-launch — observability, on-call, incremental shipping.
◆ START A PROJECT

Tell us what you're building

We respond within 24 hours. NDA available on request.