Web & App Development Services

Your product deserves better than a bolt-on AI feature.

Scroll to explore
  1. UINext.js / Flutter
  2. API & Auth
  3. LLM Pipeline
  4. Vector DB

01 / The problem

Most products ship AI the hard way.

3–6 monthsThe wrong build timeline

Many builds take 3–6 months to reach an MVP. By the time it's live, your market has moved.

2×The rewrite tax

Products not architected for AI get rewritten after product-market fit — often at a multiple of the original cost.

Bolt-onWhy AI features break

Not because the model is bad — because they were bolted on. No vector layer, prompts hardcoded in the frontend, and they break under load.

Every product we ship is AI-native from the first commit. No rewrites. No bolt-ons. No surprises at scale.

02 / What we build

Four products we ship end-to-end.

Each engagement starts with one deliverable.

The scenario

You've validated the idea. Now you need a real product — auth, billing, dashboards, LLM pipelines, vector search — shipped to production and ready for real users.

What we build

  • Full-stack web app (Next.js + Supabase / Postgres)
  • Authentication, billing, and role management
  • LLM pipeline with streaming and guardrails
  • Vector search layer (RAG, semantic search)

Typical timeline

  • 4–6 weeksMVP to production

The scenario

You need an app that feels native on both stores with one codebase to maintain — plus an AI assistant users actually use.

What we build

  • Flutter app for iOS & Android
  • Firebase / Supabase backend with real-time sync
  • Push notifications, payments, deep linking
  • Embedded AI assistant and RAG search

Typical timeline

  • 6–10 weeksboth stores

The scenario

Your product works, but users keep asking for AI features competitors already shipped. Add them without tearing down what's running.

What we build

  • RAG assistant wired into your existing data
  • Semantic search over your product's content
  • LLM-powered workflows inside your current UI
  • Backend AI services without downtime

Typical timeline

  • 3–5 weeksfirst AI feature live

The scenario

Your ops team runs on Google Sheets, email threads, and duct-taped tools. You need a real internal portal — with AI workflows that automate the busywork.

What we build

  • Internal admin portal and dashboards
  • Role-based access and audit logging
  • AI workflows that replace manual ops
  • Integrations with your existing tools

Typical timeline

  • 4–6 weeksportal live + team trained

03 / Two build paths

What actually changes when AI is in the architecture.

Bolted on later

Six months after launch

  • Prompts hardcoded in the frontend
  • No vector layer — every AI feature is a fresh API call
  • API keys exposed in the browser
  • Rate limits hit the moment traffic grows
  • Months lost to a rewrite
  • A competitor shipped it first

AI-native from day one

Six months after launch

  • Prompts versioned, tested, and server-side
  • Vector DB handles retrieval + semantic search
  • Keys secured behind a proper AI gateway
  • Built to scale without re-architecture
  • New AI features ship in days, not quarters
  • Roadmap keeps moving — no rewrite in sight

Same idea. Same six months. The difference is whether you build for AI first, or retrofit it later.

04 / Stack

Built on a production stack.

  • Next.js
  • React
  • Flutter
  • Supabase
  • Firebase
  • Postgres
  • OpenAI
  • Gemini
  • LangChain
  • Pinecone
  • Stripe
  • Vercel

05 / FAQ

Things founders usually ask.

A focused AI-native SaaS MVP ships in 4–6 weeks; cross-platform mobile apps take 6–10 weeks for both stores.

Flutter for most products — one codebase, native performance, fastest to both stores. React Native if you already have a JS team; pure native only for deep hardware needs.

Yes. We add RAG assistants, semantic search, and LLM workflows into products already in production, without a full rewrite.

You do — 100%. Clean repositories with documentation, and NDAs signed before kickoff.

We monitor the launch, tune prompts on real usage, and hand over full docs. Optional monthly support is available.

It depends on scope. Every project gets a fixed-price blueprint before we build — no hourly surprises.

Next step

Have an idea you want built this quarter?

Book a call. We'll scope the product live, show you what ships in the first 4 weeks, and send a fixed-price blueprint within 72 hours.

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