AI & Blockchain Development Company

AI and fintech products built for production

AI agents that take real actions in your systems, crypto exchanges and wallets, payment systems, and tokenization platforms. Built by our in-house team since 2015.

11 yearson the market, since 2015
131projects delivered
40+in-house engineers
5official technology partners
Track record

11 Years of Building Financial Software

We started in 2015. Since then we have delivered 131 projects, from custom business software to exchanges and tokenization platforms. Eighteen of them are AI projects, and we have worked on AI since 2023. Most of the rest are fintech and crypto platforms.

18 AI projectsdelivered since 2023
85 blockchain projectsexchanges, wallets, tokenization
What we have delivered
  • Crypto exchanges and trading systemsSpot and futures trading, matching engines, liquidity
  • Wallets and payment gatewaysCrypto wallets, payment flows, fiat accounts
  • Tokenization platformsReal estate and asset tokenization, investor apps
  • AI products and agentsAgents, assistants, AI-powered SaaS
  • Custom business softwareCRM systems, marketplaces, SaaS platforms

Official technology partner of

  • DigitalOcean
  • Crystal Intelligence
  • Elliptic
  • Ondato
  • Sumsub
Services

AI & Software Development Services

Most projects start with one question: what should the product do, and what does it need to connect to? We stay with the product from the first architecture decisions through release and the work that follows.

Artificial intelligence

01

AI Development

AI features and applications, from a single model integration to a full product, with the backend that keeps them fast and stable in production.

AI Agent Development

Agents that carry out multi-step tasks inside your systems. We connect them to your tools and databases, define which actions they may take, and add approval steps where a person has to sign off.

LLM & Generative AI Development

Document processing, knowledge assistants that answer from your own data, RAG systems, and evaluation so you can check whether the answers are right.

Software, blockchain and fintech

02

Custom Software & SaaS Development

Web applications, SaaS platforms, internal business systems, APIs, and dashboards, designed so new features can be added without rebuilding the core.

Blockchain Development

Smart contracts, decentralized applications, token issuance, wallets, and integrations with blockchain nodes.

Fintech Software Development

Trading platforms, payment infrastructure, investment applications, and financial workflows, including KYC, AML, and market data integrations.

Not sure which service fits your product? Describe what it should do, and we will suggest the approach and team.

Discuss your project
Solutions

AI Solutions and Software Products We Build

Here is what we build, the problem each product solves, and what it needs under the hood.

AI Agents for Business Operations

Problem: work moves between systems, and someone has to check it at key points.

Agents that read documents, update internal databases, and trigger steps in your business applications.

  • Tool permissions
  • Audit logs
  • Human review

AI Chatbots & Knowledge Assistants

Problem: staff and customers cannot find answers in documents, tickets, or help centers.

Assistants that answer from your knowledge base, show their sources, and hand the conversation to a person when they are unsure.

  • Retrieval pipelines
  • Role-based access
  • CRM and helpdesk

AI-Powered SaaS Platforms

Problem: software stores data but does not help users act on it.

SaaS products with classification, recommendations, and workflow automation built in.

  • Model serving
  • Usage metering
  • Data pipelines

Custom Web & Mobile Applications

Problem: operations run on spreadsheets and tools that do not talk to each other.

Business apps, customer portals, dashboards, and mobile apps backed by APIs.

  • Role-based access
  • Open APIs
  • Works offline

Crypto Exchanges & Trading Platforms

Problem: an exchange is much more than a trading screen.

Centralized and decentralized trading systems, matching engines, liquidity integrations, and admin panels with role management.

  • Wallet accounting
  • Node infrastructure
  • Mainnet testing

Digital Wallets & Fintech Platforms

Problem: users need to hold, send, and track assets without losing track of where they are.

Crypto wallets, payment flows, financial dashboards, and investment products.

  • Server-side validation
  • Status tracking
Case studies

Real Products. Real Engineering Challenges.

See all cases
AI crypto trading bot: web dashboard and mobile app
01 / 03Crypto Bot

AI Crypto Trading Bot: How We Built It

Challenge
Build an AI crypto signal system that adapts to market changes and delivers transparent predictions.
What we built
A hybrid AI platform with six LLM agents, ML models, vector memory, and adaptive learning.
Result
A 4–6 week POC for 24/7 BTC/ETH signals, with accuracy tracking, a dashboard, and Telegram alerts.
Read the full case
02 / 03Crypto Exchange

Case Study: How We Built a Crypto Exchange with Own Token

Challenge
Build a scalable CEX with shared governance, deep liquidity, and reliable multi-chain infrastructure.
What we built
A crypto exchange with spot and futures trading, BNIX token voting, Binance liquidity, and fiat payments.
Result
Delivered in 5 months and cut crypto node hosting costs from $4,000 to $700 per month.
Read the full case
Crypto exchange with own token: trading terminal and mobile app
Real estate tokenization platform: marketplace and mobile app
03 / 03Crypto Tokenization

Case Study: How We Tokenized Real Estate Through NFTs

Challenge
Make fractional real estate investing accessible while handling ownership, payments, and US compliance.
What we built
An ERC-1155 property investment platform with USD/USDC wallets, KYC, dividends, and mobile apps.
Result
Delivered web, admin, iOS, and Android in 3 months, enabling property investments from $100.
Read the full case
Engineering

Engineering Complex Software Beyond the Prototype

Four places where products usually break after the demo, and how we handle each of them.

Production-Ready AI Architecture

Our AI systems keep reasoning separate from data. Specialized agents return structured confidence scores, and the machine learning models retrain weekly. Every decision is stored with its inputs and checked against what the price did 24, 48, and 72 hours later.

Secure Financial Operations

A deposit that trips our AML scoring is held before the balance is credited, and an admin review task opens. The balance stays unchanged until a compliance officer clears it. Flagged addresses are retired and replaced, and the user gets a neutral notice that does not reveal the trigger.

Scalable Backend Infrastructure

Stateless services scale out freely. Stateful ones, such as the wallet manager and the matching engine, need their own scaling rules. We write those rules before the Helm charts, because retrofitting them costs weeks.

Complex Third-Party Integrations

Blockchain nodes are often the critical path. A Bitcoin full node takes five to ten days to sync, BNB Smart Chain and Tron one to three, so sync starts in the first week of a project. We also connect KYC through SumSub and route liquidity through Binance and Kraken, with live rates pushed over WebSocket.

Industries

Industries We Build Software For

SaaS & Technology

Products need AI features and integrations that do not slow the release cycle.

Where we deliver
  • AI-powered products
  • Custom CRM
  • Marketplace platforms

Financial Services & Fintech

Payment, KYC, and compliance flows have to work together without manual steps.

Where we deliver
  • B2B payment platforms
  • Crypto banking
  • Payment gateways

Crypto & Digital Assets

Exchanges need liquidity, node infrastructure, and admin tools before they can open.

Where we deliver
  • CEX and DEX
  • Wallets
  • Tokenization platforms

Trading & Investment

Traders need live market data, risk controls, and reliable order execution.

Where we deliver
  • Binary options and futures
  • Trading CRMs
  • AI signal systems

Enterprise Operations

Sales and operations teams work across several disconnected tools.

Where we deliver
  • Custom CRM with roles
  • Telephony integration
  • Analytics dashboards
Another industry

Not on the list?

Tell us what you want to build, and we will show you the closest cases.

Discuss your project
Why Merehead

Why Businesses Choose Merehead

We have seen where financial and AI products break in production, and we design for it from day one.

01

Experience with Complex Systems

We have built exchanges with spot and margin trading, fiat accounts, and liquidation logic, and B2B payment platforms with multi-party approvals and end-to-end transaction tracking.

  • Spot and margin trading
  • Fiat accounts
  • Liquidation logic
  • Multi-party approvals
  • Transaction tracking
Where the real complexity sits
1Money movement
2Compliance states
3Integrations that fail in production
02

Product-Focused Engineering

Exchange platforms usually grow through customer feedback over six to twelve months, so we plan the architecture for those additions from the start. Designing for fiat accounting up front costs far less than adding it later.

After launch
Deposits and withdrawals tested on mainnet before go-live
03

Transparent Collaboration

A dedicated project manager coordinates the team and your communication. Every project starts with a signed contract and NDA.

  • Scope
  • Deadlines
  • Payment terms
  • NDA
04

Long-Term Development Support

After launch we offer support packages that cover updates, fixes, and new functionality, so the platform keeps running as it grows.

Discuss your project
How we work

How We Work With Your Team

Five steps from the first call to a running platform, and three ways to set up the team around your product.

  1. 1

    Concept approval

    We define the goals, target audience, and vision for the project together.

  2. 2

    Key features

    We describe the key functions, business logic, and technical features of the platform.

  3. 3

    Contract

    Scope of work, deadlines, payment terms, and legal obligations, with an NDA where needed.

  4. 4

    Development

    Design, frontend, backend, testing, and launch preparation, delivered step by step.

  5. 5

    Launch and support

    We publish the project, monitor it, fix issues, and keep developing the platform.

Engagement Models

End-to-End Development

We take the agreed product scope from planning to delivery and own the outcome against that scope.

You make product decisions, we make the engineering ones

Dedicated Development Team

A stable team of ours works on your product under an agreed collaboration model.

Suits long projects where continuity matters most

Team Extension

Specialists join your engineers, take defined parts of the backlog, and follow your code review and release process.

Suits teams that need capacity without changing how they work
Testimonials

What Our Clients Say

“I think that the Merehead company provides quality service and quality work for its clients. The team is very communicative and ready to answer all questions. Merehead offers interesting solutions that helped us become better. It is rare that companies approach a project with soul. The Merehead team is exactly like that.”
Victor SoborTormarket LLC
“Merehead has been an invaluable partner for us in helping us to develop and deliver our visions through custom built web applications to our clients. Their knowledge and development skills means we can rely on them to produce a high quality product everytime, which allows Duke Boxer to focus on other aspects of the build. Their expertise and innovative suggestions make application development a much smoother process for us and we highly recommend them.”
Toby CronshawDuke Boxer LTD
“Merehead team were very helpful and friendly, they didn't give up until the job was done as our client wanted. Excellent communication, always there to help and clear questions, we asked various revisions and we never had to get back a no. We will continue work with Merehead team.”
Ricardo FreitasBastoDigital LLC
Contact

Let's Discuss Your Project

Tell us what you want to build. We will reply within a couple of hours, and we can walk you through the closest cases on a call.

  • Reply within a couple of hours
  • A call with the closest cases to your product
  • NDA before you share details, where needed
Or reach us directly
Merehead LLC, 7901 4th St N STE 300, St. Petersburg, Florida 33702, United States

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