AI Proof of Concept Development
SpeedMVPs builds a working AI POC in 2-3 weeks to validate feasibility, select the right model, and prove value on real data before you commit to a full MVP.
What We Deliver with AI Proof of Concept Development
Feasibility Assessment on Real Data
- Ingest your actual datasets — not synthetic proxies — to measure true model performance against your use case
- Benchmark 2-4 candidate LLMs or ML models (e.g. GPT-4o vs Claude 3.5 vs open-source) on accuracy, latency, and cost
- Identify data quality gaps, labeling needs, and retrieval bottlenecks before they become expensive MVPproblems
- Deliver a written feasibility verdict: go / go-with-changes / no-go, with hard numbers to back the call
Working Interactive Demo
- Ship a clickable, hosted demo your stakeholders can interact with — not a slide deck or a Jupyter notebook
- Scope is intentionally narrow: one core user flow, real API calls, real data pipeline, zero production overhead
- Demo is built on the same stack (Next.js, FastAPI, pgvector) we would use for your full MVP, so no throwaway code
- Includes a short screen-recorded walkthrough you can share with your board or investors immediately
POC-to-MVP Decision Package
- Architecture recommendation covering the exact model, embedding strategy, vector store, and hosting tier for production
- Itemised MVP scope with story points and a fixed-price estimate — grounded in what we actually observed in the POC
- Risk register listing the three to five unresolved technical unknowns and how we would resolve each in MVP phase
- Go/no-go framework so you can present a data-backed investment decision to leadership with confidence
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 Validate an AI Product Idea Before Building
Before you build, de-risk the AI itself: validate data availability, model feasibility, accuracy thresholds, and unit economics — the checks founders skip.
Hire Lovable Developer
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.