Build Your AI MVP in 2-3 Weeks
SpeedMVPs ships production-ready AI MVPs in 2-3 weeks — fixed scope, senior engineers, zero handoff lag. From LLM integration to live deployment.
What We Deliver with Build Your AI MVP in 2-3 Weeks
Why 2-3 Weeks Is Actually Possible
- Pre-scoped intake: we lock requirements and API contracts in a 90-minute kickoff session before a single line is written
- Reusable pipeline components — RAG scaffolding, auth, LLM routing, vector DB setup — are already battle-tested across 500+ MVPs
- Dedicated 3-engineer pod (no account manager, no handoff queue) means decisions happen in Slack within the hour
- Fixed-scope contract eliminates scope creep that kills timelines on traditional projects
Week-by-Week Delivery Breakdown
- Week 1: Architecture locked, core AI pipeline live in staging — LLM calls, retrieval chain, data ingestion, and first functional UI shell
- Week 2: Feature-complete build — full user flows, prompt tuning, edge-case handling, and integration with your existing systems or APIs
- Week 3 (for complex builds): QA hardening, performance benchmarking, deployment to your cloud account, and founder walkthrough with handover docs
- Daily async standups via Loom + GitHub so you see real progress every 24 hours, not a big reveal at the end
What Fits Inside the 2-3 Week Window
- Single-workflow AI tools: document Q&A, internal knowledge bases, AI form-fillers, or LLM-powered search over your existing data
- Customer-facing chatbots with RAG over product docs, support tickets, or structured databases using pgvector on Postgres
- AI co-pilots embedded in SaaS dashboards — summarization, classification, or recommendation layers added to existing interfaces
- Anything that requires one primary LLM integration; multi-model orchestration or multi-agent pipelines scope into the 3-week track
Frequently Asked Questions
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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AI-Powered MVP Development
Launch a production-ready AI MVP in just 2-3 weeks. Our team blends rapid prototyping with enterprise-grade AI/ML engineering to validate your idea, attract investors, and win early customers.
LLM App Development
Build production-grade LLM-powered applications — from document Q&A and copilots to multi-step agents and AI workflows. We handle model selection, prompt architecture, RAG, and the full engineering stack.
How to Rapidly Develop an AI-Powered MVP for Your Startup
A practical playbook for startups that need to build and launch an AI-powered MVP fast. Scope, stack, team, timeline, and common mistakes covered.
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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.