AI Application Boilerplates - AI Boilerplates That
Ship in Days
Production-ready AI application boilerplates pre-configured with auth, database, AI layer, billing, and CI/CD. Skip weeks of setup and start building your product immediately. Auth. Database. AI. Billing. Deployed.
End-to-End AI Boilerplate Services
From AI-ready scaffolds to auth, DB schemas, API layers, billing & automated CI/CD — launch faster.
AI-ready Scaffold
Full project scaffold with OpenAI API wired in, prompt management, streaming responses, token tracking, and error handling — ready to extend with your product logic.
Auth & User Management
Pre-configured authentication with email/password, social login, magic links, and session management — using Supabase Auth or NextAuth, with role-based access control.
Database Layer
PostgreSQL via Supabase with schema migrations, Row Level Security policies, and a typed ORM layer — so your data model is secure and production-ready from day one.
API Layer Included
Type-safe API routes with input validation, error handling, rate limiting, and response formatting — built with Next.js App Router or a dedicated FastAPI backend.
Billing & Subscriptions
Stripe integration for one-time payments, subscriptions, usage-based billing, and customer portal — with webhook handling and billing state synced to your database.
CI/CD & Deployment
GitHub Actions workflows for automated testing and deployment to Vercel, Railway, or your own server — with staging and production environments pre-configured.
Ship Faster. Focus on Product.
Skip 4-6 weeks of infrastructure setup — auth, databases, billing, and AI abstractions pre-built so you start directly with product logic.
4-6 weeks wasted on auth & billing, fragile AI wiring, zero type safety & delayed launch.
Ship in days, 100% type-safe TypeScript, Stripe billing pre-wired & production RLS.
AI product specialists since 2019
250+ AI systems delivered globally
Next.js, Supabase & OpenAI experts
Dedicated project manager per engagement
Clean, documented, production-ready code
NDA & full IP ownership guaranteed
Long-term support & maintenance plans
Free 30-day post-launch support included
Industries We Serve
Custom AI boilerplates tailored to the operational demands of high-growth global sectors.
E-commerce
AI Recommendation Stack
Healthcare
Compliant AI Medical Kits
B2B / SaaS
AI SaaS Product Starter
Legal & Finance
RAG Document Analysis
EdTech
AI Learning Companion
Startups
MVP Fast Launch Scaffold
AI Starter Kits We Deploy
From AI SaaS starters to RAG document tools, multi-tenant chatbot platforms, and voice AI apps.
AI SaaS Starter
Next.js + Supabase + OpenAI + Stripe — the full stack for an AI SaaS product. Auth, billing, AI chat, usage tracking, and admin dashboard included. Ship your MVP in days.
Document Intelligence App
Upload → parse → embed → query. A RAG boilerplate with Supabase Vector, LangChain, GPT-4o, and a clean chat UI — ready to connect to your own documents.
AI Chatbot Platform
Multi-tenant chatbot platform boilerplate — each customer configures their own AI agent, knowledge base, and chat widget. White-label ready from day one.
AI Content Generator
Content generation SaaS boilerplate — prompt templates, generation queue, credit-based billing, history, and export. Plug in your niche and launch.
Voice AI Application
Twilio + Whisper + GPT-4o boilerplate for voice AI products — real-time transcription, AI response generation, TTS, and call logging pre-configured.
Internal AI Tool
Internal tooling boilerplate — SSO auth, role-based access, AI chat with company knowledge base, audit logs, and admin panel. Ship your internal AI tool in a week.
AI Boilerplate Tech Stack
Production-grade frameworks, vector databases, and LLM orchestration tools for rapid shipping.
Next.js
Supabase
OpenAI API
Stripe
TypeScript
Tailwind CSS
shadcn/ui
LangChain
GitHub ActionsFrom Scoping to Live Product
Requirements Scoping
Map product vision, pick boilerplate variant & define custom features.
Boilerplate Setup
Configure repo, CI/CD, environments, DB, Stripe & OpenAI integrations.
Custom Features
Build product-specific features, custom AI flows & unique business logic.
Deploy & Handover
Deploy live, run security review & hand over full source code and docs.
Advanced Boilerplate Features
Our AI boilerplates are secure by default, pre-wired for AI streaming, and built for production scale.
Secure by Default
RLS policies on every table, input validation on every API route, CSRF protection, rate limiting, and environment variable management — security built in, not bolted on.
AI Layer Pre-wired
OpenAI streaming, prompt management, token tracking, model switching, and error handling — all abstracted into clean service functions ready to use from day one.
Observability Built In
Request logging, error tracking (Sentry), usage analytics, and performance monitoring — configured out of the box so you have visibility from the first deploy.
Scalable Architecture
Designed for scale — connection pooling, caching layers, edge-friendly API routes, and database indexing that won't fall over when your user count grows.
FAQ
Common AI Application Boilerplates Questions
Have more questions? Book a free 30-minute discovery call no commitment required.
Book a free callIs this a template I buy, or a custom build?
Both. We provide our production-tested boilerplate as the foundation and then customise it for your specific product — adding your unique features, branding, integrations, and business logic on top. You get a battle-tested base plus a custom product.
How much faster is this than building from scratch?
Typically 4–6 weeks faster. Auth, billing, database, CI/CD, and AI integration alone take weeks to build correctly. Our boilerplate has all of that pre-built and tested — you're paying for product features, not infrastructure plumbing.
Can we extend and maintain it ourselves after delivery?
Yes. Everything is in TypeScript with clear separation of concerns, full documentation, and no proprietary dependencies. Any competent Next.js developer can extend it. We also offer ongoing maintenance if needed.
Which AI model does the boilerplate use?
GPT-4o by default, with a clean abstraction layer that makes switching to Claude, Gemini, or open-source models a one-line config change. We can also set up multi-model routing based on cost and capability.
Let's Build Your AI Boilerplate
Tell us about your product vision and tech preferences and we'll provide a detailed AI boilerplate proposal within 24 hours.