AI MVP Development Services
Comprehensive AI MVP development services from concept to production. LLM integration, AI chatbots, RAG pipelines, AI agents, and full-stack Next.js delivery.
What You Need to Know
SpeedMVPs offers a full suite of AI MVP development services designed for startups that need to move fast without sacrificing quality. Whether you're building an AI chatbot, a document intelligence tool, an AI agent workflow, or an LLM-powered SaaS product, we've built it before and can build it for you.
Our services cover the entire AI product stack: LLM API integration (OpenAI, Anthropic, Google), vector database setup for RAG pipelines (Pinecone, pgvector), AI agent orchestration (LangChain, custom), prompt engineering and evaluation, and full-stack delivery in Next.js with Supabase and Vercel.
We work with founders at every stage — pre-seed founders validating an idea, seed-stage startups building for investors, and growth-stage companies adding AI to existing products. Each engagement is tailored to your stage, but all share the same commitment: production-ready delivery, not prototypes.
Our AI development services are fixed-price with clear scope and defined timelines. No hourly billing, no open-ended engagements, no scope creep. You'll know exactly what you're getting, when you'll get it, and what it costs before we start.
What You'll Get
LLM integration
OpenAI GPT-4o, Claude 3.5 Sonnet, Gemini 1.5 Pro — or open-source.
RAG pipeline
Vector embeddings, semantic search, and document Q&A architecture.
AI agent workflows
Multi-step agents with tool use, memory, and orchestration.
AI chatbot MVP
Conversational UI with context management and streaming responses.
Prompt engineering
Systematic prompt design, evaluation, and iteration framework.
Full-stack delivery
Next.js 14, TypeScript, Supabase, Tailwind — deployed on Vercel.
FAQ
Which AI models do you work with?
We work with all major providers: OpenAI (GPT-4o, o1), Anthropic (Claude 3.5 Sonnet, Claude 3 Haiku), Google (Gemini 1.5 Pro), and open-source models via Groq, Together AI, or self-hosted Ollama. We recommend the best model for your use case.
Can you build a RAG system for our internal documents?
Yes. Document RAG is one of our most common engagements. We handle ingestion, chunking, embedding, vector storage (Pinecone or pgvector), and retrieval-augmented generation with source citations.
Do you build AI agents?
Yes. We build single-agent and multi-agent systems using LangChain, LangGraph, or custom orchestration. We also build tool-use agents that can browse the web, query databases, send emails, and call external APIs.
What makes SpeedMVPs different from a general dev agency?
We are AI-specialist and startup-focused. Every person on our team works with LLMs daily. We don't subcontract, don't staff junior engineers on client work, and don't run bloated discovery phases. You get senior AI engineering delivered fast and at a fixed price.
Trusted by Global Companies Building AI Products
We've helped startups and enterprises worldwide transform their AI ideas into production-ready MVPs in 2–3 weeks. From fintech platforms to AI assistants, our global MVP development services have launched 18+ AI products serving users across the US, Europe, and Asia.
Portfolio: AI Products Built for Global Startups
From content platforms and AI assistants to analytics dashboards and fintech solutions—see how we've transformed ideas into production-ready MVPs in 2-3 weeks across diverse industries. Each product launched successfully, serving users globally.
UseArticle
AI-powered content creation and management platform that helps teams produce high-quality articles at scale.
AgentHi
Intelligent virtual assistant that streamlines customer support and automates routine business tasks.
StatsHub
Comprehensive analytics dashboard providing real-time insights and data visualization for businesses.
Harimaxx
Personal fitness companion with AI-driven workout plans and nutrition tracking for optimal health.
Vaga
Smart travel planning app that curates personalized itineraries and local experiences.
FoodScan
Nutrition analysis app that scans food items and provides detailed nutritional information instantly.
MyJobReach
Job matching platform connecting talented professionals with their dream opportunities.
TravelGram
Social platform for travelers to share experiences, discover destinations, and connect globally.
SuperStatz
Advanced sports statistics platform delivering in-depth analysis and performance metrics.
Cashbook
Simple expense tracking and budgeting app that helps users manage their finances effortlessly.
TypeFast
Typing speed improvement platform with gamified lessons and real-time performance tracking.
Easy Loan
Streamlined loan management system that simplifies borrowing and lending processes.
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Ready to Build Your MVP?
Schedule a complimentary strategy session. Transform your concept into a market-ready MVP within 2-3 weeks. Partner with us to accelerate your product launch and scale your startup globally.