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AI development
by experienced engineers

We accelerate development with AI and help teams build products powered by it
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How can we help?

Three scenarios how we can help

You want to add AI to your product

Support chatbot, semantic search, analytics, agents — we handle it end-to-end: from choosing the architecture to shipping it inside your product.

Building on AI but losing control

Cursor, Codex, and Claude Code write code fast — but they don’t see the whole system. Architectural mistakes and tech debt pile up unnoticed. We’ll help you get things in order before it turns into a rewrite.

You want to speed up your team

Everyone has AI tools now. But systematic adoption that actually moves your delivery speed is a separate kind of work. We’ll set up the tools and workflows, and train your team for your stack.

You want to add AI to your product

Support chatbot, semantic search, analytics, agents — we handle it end-to-end: from choosing the architecture to shipping it inside your product.

Building on AI but losing control

Cursor, Codex, and Claude Code write code fast — but they don’t see the whole system. Architectural mistakes and tech debt pile up unnoticed. We’ll help you get things in order before it turns into a rewrite.

You want to speed up your team

Everyone has AI tools now. But systematic adoption that actually moves your delivery speed is a separate kind of work. We’ll set up the tools and workflows, and train your team for your stack.

More about services

Engineering Advisory & Code Stewardship

Who it’s for:

Teams already building on AI that want to keep control over quality.

What’s included:

  • Weekly code review
    Deep review of new commits and PRs with a written report.
  • Architecture consulting
    We validate decisions before they’re committed: async or in a live session.
  • Risk register
    A living document with a prioritized list of risks and tech debt.
  • Direct access to developers
    Direct line to MetaLamp’s senior engineers, with replies within one business day.

AI Boost

Who it’s for:

Teams that want to adopt AI systematically and speed up delivery without hiring new people.

What’s included:

  • Audit & consultation
    We find where AI will make a real difference in your process.
  • AI stack
    We select and implement tools tailored to your stack and team.
  • Workflows & prompts
    We set up processes and a prompt system for the whole team.
  • Training
    We train your engineers to work with AI assistants hands-on.

AI capabilities
for your product

We embed AI functionality into your existing product — from choosing the architecture to release.

First-line support bot

Automates up to 75% of inquiries: intent detection, sentiment analysis, image processing. Cuts ticket resolution time from hours to minutes.

AI search & RAG over your knowledge base

Semantic search across documentation, ticket history, and internal guidelines — customers get answers in seconds.

AI analytics & insights

Automatic ticket categorization, trend detection, predictive analytics. Your product team sees what’s actually hurting users.

Agentic workflows

AI agents that automate complex task chains: from triage to auto-resolving routine issues.

AI testing

Test scenarios generated from requirements, regression-risk prediction. QA scales without growing the team.

First-line support bot

Automates up to 75% of inquiries: intent detection, sentiment analysis, image processing. Cuts ticket resolution time from hours to minutes.

AI search & RAG over your knowledge base

Semantic search across documentation, ticket history, and internal guidelines — customers get answers in seconds.

AI analytics & insights

Automatic ticket categorization, trend detection, predictive analytics. Your product team sees what’s actually hurting users.

Agentic workflow

AI agents that automate complex task chains: from triage to auto-resolving routine issues.

AI testing

Test scenarios generated from requirements, regression-risk prediction. QA scales without growing the team.

Let’s look at your case in detail

Every project is different. Tell us about yours — we’ll dig into the task and propose clear steps to make it happen.
Schedule a call

How we work

Each stage has a clear outcome and a person responsible for it. Meet the team behind your project.
Yana, sales manager
Yana Friendly sales manager

I’ll get into your task and business context.

We will define the goals — and you will get a clear estimate of timelines and budget so you can decide whether to move forward.

Niko, Product Lead (CPO)
Niko Energetic Product Lead (CPO)

I will break the project down into clear tasks together with the analytics team.

You will see each stage, its cost, and timelines — no surprises.

Mikhail, Technology Office (CTO)
Mikhail Highly technical Chief Technology Officer (CTO)

I will ensure the solution is reliable and scalable. If I see risks — I’ll say it directly and suggest alternatives.

My result is a proven architecture.

Denis, Head of PMO
Denis All-seeing Head of PMO

I make sure the project stays on track.

You’ll be the first to know about any changes, along with a plan how we handle them.

Artem, account manager
Artem Attentive account manager

A single point of contact who understands the context and stays in touch throughout the entire project. Have a question or priorities changed? Reach out directly.

I’m your voice inside the team.

Yana

Time to get involved

Message Yana now telegram whatsapp

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FAQ

How much does it cost?
It depends on the task and scope. Engineering Advisory, AI Boost, and AI product integration are discussed individually after a short discovery call. Get in touch and we’ll define the scope together — no strings attached.
How long does implementation take?
AI Boost for a team takes from 2 to 6 weeks, depending on team size and stack complexity. Adding an AI feature to a product takes 4 weeks or more. We’ll give you a more precise estimate for your situation on the discovery call.
We’re a small team — is this for us?
Yes. Some of our offerings are built specifically for teams of 1–5 people. The smaller the team, the higher the cost of a single architectural mistake — which is exactly why external oversight matters most here.
We already use AI tools. Why do we need you?
Everyone has the tools. Systematic adoption that actually changes your speed without creating new problems is a separate kind of work. We don’t sell tools — we build processes around your stack and team
Do you only work with Web3 companies?
No. Web3 is our historical expertise, but we provide AI services to companies in any industry. If you have a complex product and an engineering team, we’re likely a strong fit.
What does the first step look like?
A 30-minute discovery call. You tell us about your task, we ask questions, evaluate the fit, and propose a clear next step. No pressure and no lengthy sales proposals at the first meeting.