Overview

About INC4

INC4 is an engineering studio for product teams building AI across Fintech, Trading, and Web3, founded in 2013. Deep-thinking engineering, embedded with your team. Five practices, AI in every direction: AI Lab, Blockchain Hub, Algotrading Software, MLOps & DevOps, and Compute Infrastructure backed by an R&D team publishing peer-reviewed research in AI agent systems, with active open-source contributions.

Core service areas include:

AI Development — custom LLMs, multi-agent orchestration systems, LLM-powered research platforms, and safety layers for autonomous AI execution (SAE framework).

Blockchain Development — L1/L2 infrastructure, DeFi protocols, smart contracts, DAO systems, crypto wallets, and dApps. Proven delivery includes AirDAO (full Layer 1 blockchain) and Open Forest Protocol (on-chain forest verification).

Algotrading — backtesting infrastructure, simulation environments, OMS/EMS, signal processing, and quant research platforms, built by a team operating on its own capital.

MLOps & DevOps — cloud-native architecture, high-load infrastructure, Kubernetes (CKA/CKAD-certified), and HashiCorp Vault-certified engineers.

Team Extension — senior engineers (10+ years avg) augmenting client product teams in AI, blockchain, and infrastructure.

What clients say

Review Analytics of INC4

Every review is verified through Goodfirms before it's published.

5.02 Verified Reviews
Quality5.0
Schedule & Timing5.0
Communication5.0
Overall5.0
Review Summary
Summarized from 2 verified reviews · Updated August 2026
Clients report strong project management and communication from INC4, with dedicated team members keeping work well-organized and scope clearly defined. The company has delivered technical solutions in areas like mining pool development using Node.js and React, backed by ongoing technical support and product design services. Reviewers characterize the team as professional and skilled in their work.
✦ AI-generated summary. May not reflect every review.
Detailed Reviews of INC4
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What reviewers mention most

Anonymous
AnonymousVerified Review
Posted on Jul 22, 2024

Our company ranked as first place in terms of profitability in the marketplace.

Overall rating5.0
Quality5.0
Communication5.0
Schedule & Timing5.0
Software DevelopmentBlockchain Development

Engaging INC4 proved highly beneficial for our project. Their specialized team, comprising developers, UX/UI specialists, DevOps engineers, marketologists, and project managers, effectively bridged crucial gaps in our expertise. The team developed, designed and configured a backend and frontend of the platform. After approving the mockups they got straight to work and were open for discussions and changes along the way. As a result Minerall takes first place in terms of profitability in the market. Pool entered top-10 ETH mining pools world ranking for managed capacity. I am highly satisfied.

Anonymous
AnonymousVerified Review
Posted on Jul 22, 2024

INC4 is one of the best development companies I’ve worked with in my life.

Overall rating5.0
Quality5.0
Communication5.0
Schedule & Timing5.0
Software DevelopmentBlockchain Development

We collaborated with INC4 throughout the entire development cycle. Initially, we needed their expertise to design the project's architecture due to our specific requirements. The quality of our product relies heavily on the DevOps work and performance, and without a solid infrastructure, we wouldn't have been able to launch the product. INC4 utilized technologies such as React Native for the frontend, ClickHouse for the database, and AWS, among others. Our team comprised ten members: a project manager, an architect, a CTO, two backend developers, a frontend developer, a DevOps specialist, a team lead, and two designers. We sought recommendations from friends and colleagues in the industry for companies experienced in developing blockchain technologies, and INC4 was highly recommended.

Focus

Service Focus of INC4

How the team's effort is distributed across services.

70%15%15%

Industries Focus

70%10%10%5%5%

Client Focus

Medium Business100%

The Positioning

AI Tools & Purpose

The stack the team uses to move faster.

Claude
Claude-powered agents for finance & Web3
ChatGPT
Research, content, and client-facing copy
GitHub Copilot
AI code completion for engineering teams
Lovable
Rapid UI prototyping for our projects
Selected Work

Client Portfolio of INC4

Where their work concentrates - by industry, budget, and timeline.

Project Industry

Fintech57%
Entertainment14%
Business Services14%
Social14%
Major industry focus
Fintech

Project Cost

Not Disclosed100%
Common project cost
Not Disclosed

Project Timeline

Ongoing29%
1 to 25 Weeks29%
26 to 50 Weeks29%
51 to 100 Weeks14%
Typical timeline
Ongoing

Clients: 5

Open Forest ProtocolPembRock FinanceAirDAOYofanTrue Finance AI

Portfolios: 7

Where we are

Locations (1)

Offices where INC4 operates.

Headquarter
Ukraine

Ukraine

Kyiv
Kyiv, kyiv 02000
+1 210 544 5435