×
Services
Our company has been building blockchain-based financial projects for over 10 years. Our scope of activity includes the development of centralized and decentralized crypto exchanges, crypto bots, payment gateways, real estate tokenization, DeFi and NFT projects.
Exchange & Trading Infrastructure
DeFi & Web3 Core
NFT Ecosystem & Multi-Chain
Tokenization & Fundraising
Crypto Banking & Fintech
AI Development
Custom Development
Exchange & Trading Infrastructure
Create a centralized crypto exchange (spot, margin and futures trading)
Create a centralized crypto exchange (spot, margin and futures trading)
Decentralized Exchange
Development of decentralized exchanges based on smart contracts
Stock Trading App
Build Secure, Compliant Stock Trading Apps for Real-World Brokerage Operations
Custom Trading Software
We build proprietary trading systems from the order management layer to the signal engine
P2P Crypto Exchange
Build a P2P crypto exchange based on a flexible escrow system
Centralized Exchange
Build Secure, High-Performance Centralized Crypto Exchanges
Crypto Trading Bot
Build Reliable Crypto Trading Bots with Real Risk Controls
Crypto Launchpad Development
Build crypto launchpad platforms that handle the full token launch lifecycle
DeFi & Web3 Core
Web3 Development
Build Production-Ready Web3 Products with Secure Architecture
Web3 App Development
Build Web3 Mobile and Web Apps with Embedded Wallets and Token Mechanics
DeFi Wallet Development
Scale with DeFi Wallet Development: from DEX and lending to staking systems
DeFi Lending and Borrowing Platform
Build DeFi Lending Protocols — Overcollateralized Pools, Flash Loans, and Credit Delegation
DeFi Platform Development
Build DeFi projects from DEX and lending platforms to staking solutions
DeFi Exchange Development
Build DeFi Exchanges — AMM, Order Book, Aggregator, and Hybrid Protocols
DeFi Lottery Platform
Build DeFi Lottery Platforms — Provably Fair Jackpots, No-Loss Savings, and NFT Raffle Protocols
DeFi Yield Farming
Build DeFi yield farming platforms with sustainable emission models and multi-protocol yield aggregation
NFT Ecosystem & Multi-Chain
NFT Marketplace Development
Build NFT marketplaces from minting and listing to auctions and launchpads
NFT Music Marketplace
Build NFT music marketplaces where artists mint, sell, and license music as tokens
NFT Wallet Development
Build non-custodial NFT wallets with multi-chain asset support, smart contract integration
NFT Launchpad Development
Build NFT launchpads where projects raise capital, mint tokens, and onboard communities
Tokenization & Fundraising
Real Estate Tokenization
Real estate tokenization for private investors or automated property tokenization marketplaces
Crypto Banking & Fintech
Build crypto banking platforms with wallets, compliance, fiat rails, and payment services
Build Secure Crypto Wallet Apps with a Production-Ready Custody Model
Crypto Payment Gateway
Create a crypto payment gateway with the installation of your nodes
Mobile Banking App
We build secure, regulation-ready mobile banking applications for fintech startups and financial institutions
AI Development
AI Development
We build production-ready AI systems that automate workflows, improve decisions, and scale
LLM Development Company
We design and build production-grade large language model solutions
Enterprise AI Development
We build enterprise AI systems - agents, LLM integration, and predictive analytics
AI Chatbot Development
We build AI chatbots powered by LLM agents, RAG pipelines, and multi-agent orchestration
Custom Development
CRM Software Development
We build custom CRM systems from scratch — multi-role architecture, automated workflows
Marketplace Development
We build two-sided marketplaces from scratch — with multi-role architecture and payment escrow

Artificial Intelligence - Merehead Blog

Welcome to Merehead's Software Development Blog — your gateway to insights on client relationships, design philosophy, technical challenges, and our unique in-house culture.
Artificial Intelligence
How to Create an AI App: Architecture, Stack & Real Costs
How to build an AI app involves six core steps: defining the problem and selecting the right AI approach (ML model, LLM, or AI agent), preparing and validating your training or retrieval dataset, selecting a tech stack (Python, LangChain, FastAPI, vector database), choosing an architecture (RAG, fine-tuned model, or agent pipeline), integrating into backend or frontend depending on the task, and running phased testing before production deployment.
Last updated on May 24, 2026
1
Merehead transforms crypto platform development into clear, production-ready, scalable architectures. Our expertise is based on failure scenarios and decision logic with 10 years of experience launching exchanges, payment gateways and trading infrastructure in regulated markets.
Services
Company
Location
Merehead LLC
7901 4th St N STE 300
St. Petersburg, Florida, 33702
United States
Tel.: +1 (206) 785 1688
Full or partial use of materials is allowed only with a dofollow backlink to the source page.
© Merehead LLC, 2015-2026
Terms and Conditions Cookies Policy Privacy Policy