SpeedMVPS Logo
SpeedMVPs

LLM App Development

Build production-ready applications powered by large language models. GPT-4o, Claude Sonnet, Gemini, and open-source LLMs. From simple integrations to complex multi-agent systems, shipped in 2–3 weeks.

Key stats: LLM App Development
100+
LLM Apps Shipped
5
LLM APIs Integrated
2–3
Weeks to Production
99.5%
Uptime SLA

Production LLM Applications That Actually Work

1

LLM API Integration (OpenAI, Anthropic, Google)

  • GPT-4o, Claude Sonnet, Claude Opus, Gemini Pro integration
  • Streaming responses for real-time output display
  • Function calling and structured JSON output
  • Multi-model routing and fallback logic
2

RAG, Retrieval-Augmented Generation

  • Document ingestion, chunking, and embedding pipelines
  • pgvector / Pinecone / Weaviate vector search
  • Context-aware LLM responses grounded in your data
  • Support for PDF, Word, Notion, web crawl, and API sources
3

Prompt Engineering and Evaluation

  • System prompt architecture for consistent AI behaviour
  • Structured output design (JSON schemas, formatted sections)
  • Test suite of 20+ edge cases before launch
  • Ongoing prompt iteration post-launch for quality improvement
4

AI Agent and Tool-Use Systems

  • Multi-step AI agents with memory and state management
  • Tool use: web search, calculator, database queries, APIs
  • LangChain and LlamaIndex orchestration
  • Human-in-the-loop approval flows
5

Fine-Tuning and Custom Model Deployment

  • OpenAI fine-tuning for domain-specific tasks
  • Open-source model fine-tuning (Mistral, LLaMA, Phi)
  • Model hosting on Replicate, Modal, or AWS SageMaker
  • Evaluation benchmarks before and after fine-tuning
6

LLM Observability and Cost Management

  • Langfuse or Helicone integration for LLM tracing
  • Token cost monitoring and budget alerts
  • Latency tracking and P95 optimization
  • Quality regression detection across model updates

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.

Uneecops logo
UniqueSide logo
Vaga AI logo
Listnr AI logo
Statshub logo
Crework Labs logo
AgentHi logo
Quickmail logo
SuperStatz logo
Startupgrow logo
Typefast AI logo
Uneecops logo
UniqueSide logo
Vaga AI logo
Listnr AI logo
Statshub logo
Crework Labs logo
AgentHi logo
Quickmail logo
SuperStatz logo
Startupgrow logo
Typefast AI logo
Uneecops logo
UniqueSide logo
Vaga AI logo
Listnr AI logo
Statshub logo
Crework Labs logo
AgentHi logo
Quickmail logo
SuperStatz logo
Startupgrow logo
Typefast AI logo

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

UseArticle

AI-powered content creation and management platform that helps teams produce high-quality articles at scale.

AgentHi

AgentHi

Intelligent virtual assistant that streamlines customer support and automates routine business tasks.

StatsHub

StatsHub

Comprehensive analytics dashboard providing real-time insights and data visualization for businesses.

Harimaxx

Harimaxx

Personal fitness companion with AI-driven workout plans and nutrition tracking for optimal health.

Vaga

Vaga

Smart travel planning app that curates personalized itineraries and local experiences.

FoodScan

FoodScan

Nutrition analysis app that scans food items and provides detailed nutritional information instantly.

MyJobReach

MyJobReach

Job matching platform connecting talented professionals with their dream opportunities.

TravelGram

TravelGram

Social platform for travelers to share experiences, discover destinations, and connect globally.

SuperStatz

SuperStatz

Advanced sports statistics platform delivering in-depth analysis and performance metrics.

Cashbook

Cashbook

Simple expense tracking and budgeting app that helps users manage their finances effortlessly.

TypeFast

TypeFast

Typing speed improvement platform with gamified lessons and real-time performance tracking.

Easy Loan

Easy Loan

Streamlined loan management system that simplifies borrowing and lending processes.

Explore Related Content

Discover more services, technologies, case studies, and resources

Service

LLM Integration Services

Plug GPT-5, Claude Opus 4.7, Gemini 2.5, or open-source models into the products your customers already use. We design the gateway, the prompts, the eval suite, and the cost controls so your LLM features ship in weeks and stay reliable in production.

Service

AI Chatbot MVP Development

Build a branded AI chatbot MVP in 2 weeks. From customer support bots to internal knowledge assistants and sales qualification chatbots: we deliver production-ready chatbots your users will actually use.

Service

AI Chatbot Assistant Development

Build a context-aware AI assistant that understands your users, remembers their history, and delivers genuinely helpful responses: integrated directly into your product or website.

Page

RAG Application Development

Build RAG applications with SpeedMVPs. Custom knowledge bases, document Q&A, and enterprise search powered by AI.

Service

AI MVP Development Services

AI MVP development services for funded startups and enterprise teams in the US, UK, Canada, Australia, and the EU. As an AI MVP development company, we build custom, AI-powered MVPs that ship production-ready, with real LLM integration and full code ownership, priced in USD and delivered in 2-3 weeks.

Service

AI Chatbot MVP Development

Build a branded AI chatbot MVP in 2 weeks. From customer support bots to internal knowledge assistants and sales qualification chatbots: we deliver production-ready chatbots your users will actually use.

Service

Marketplace Platform Development

We build two-sided marketplace platforms, buyers on one side and sellers or service providers on the other, with the onboarding, commission handling, and trust systems a single-vendor storefront doesn't need. This is a different build than a standard e-commerce site, which sells one company's own inventory.

Blog

Best AI Tools & APIs for App Development in 2026

A practical guide to the best AI tools, APIs, and approaches for building production-ready apps in 2026: from LLM APIs to agent frameworks and code-generation tools.

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.