Product AI team · since 2022

We build AI systems
and integrate them
into real business

Agents, websites and apps for your business — with support after launch.

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What we do

You bring a problem — we ship a working system

All services Also: turnkey AI product development · RAG knowledge bases · GPT integrations · formats, timelines and pricing
Case studies

Systems we shipped

01 · Magnum · HR agent

Candidate screening right in WhatsApp

The largest retail chain in Kazakhstan

The agent runs the conversation and books interviews — HR steps in for qualified candidates.

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Magnum HR agent chatting with a candidate in WhatsAppHow the Magnum HR agent works
02 · LiftEd · EdTech

A platform that sees knowledge gaps

500 paying teachers · 20,000 students

AI builds a lesson in a minute and shows the teacher where the class is struggling.

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LiftEd interface: build a lesson in a minuteLiftEd: knowledge assessment analyticsLiftEd: subjects and materials
03 · Kaizen Club · events

A business summit in Abu Dhabi — in one Mini-App

Tickets · check-in · networking · AI avatars

Tickets, QR check-in, networking and AI avatars — entirely inside Telegram.

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Kaizen Club Telegram Mini-App: schedule and profileKaizen Club: QR ticketKaizen Club: AI company diagnosticKaizen Club: speaker questions
04 · jua.ai · weather startup

The MVP shown to investors

Ahead of a ~$2.5M round

A weather-alert map on live data — built in a few weeks.

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jua.ai MVP: forecast map and alert paneljua.ai: weather event historyjua.ai: alert settings
Team

15 people, zero middlemen

The founder is the tech lead on every project: 20+ years of engineering, from Call of Duty to Kaspi Travel.

АГ ТБ БД ЕК ДА РТ МА КД ЕС НТ АШ МН ТС МС ЭГ
EngineersAI artistsDesigners
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Articles

Field notes from real projects

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FAQ

FAQ

Founders and operators at seed → Series B companies, plus mid-market teams inside larger organisations. We work best with people treating AI as business infrastructure.

A small senior team, founder-led, building together since 2022. You work with the core team directly. The founder's earlier Upwork and Codementor history is real, but it's the past; the team you'd be working with is the present.

Most engagements start within 1-2 weeks of a signed scope. Urgent production work can start sooner when a slot is open.

Either fixed-scope delivery (4-12 weeks) or a monthly retainer for product teams that need ongoing senior capacity. Both include weekly demos and a shared channel.

Both. If you arrive with a tight spec, we'll pressure-test it. If you arrive with a problem, we'll help shape the product. We'd rather cut features than ship the wrong thing.

You do. Full IP transfer is the default from day one. Everything lives in your repos, your cloud, your accounts.

We offer a light support runway (bugs, monitoring, minor iteration) for a fixed monthly fee, or a full retainer if you want us embedded.

Design-only engagements with no engineering and thin LLM wrappers are better handled by a different team. We're upfront about this because it saves everyone time.

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