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.
We build two-sided marketplaces from scratch — with multi-role architecture and payment escrow
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.
AI agent development cost depends on architectural decisions, not just hours logged. Key cost drivers:
Single LLM vs. multi-agent architecture — 3–5× budget difference
Custom data layer (vector DB + RAG) — without it, you have an interface, not a product
Number of integrated tools and external APIs per agent
Phased strategy: POC ($8–15K) → MVP ($30–50K) → Full Product ($80K+)
Stack choice: Python AI layer + Node.