AI Agents & Process Automation
Agents for WhatsApp, CRM, HR, support, documents, and handoffs. Built around real workflows, tools, and escalation paths.
CRM workflowsMessenger agentsHuman handoffMultilingual
— Senior AI product team · Since 2022
We build AI-enabled product systems that ship, run, and earn
AI agents, internal assistants, product MVPs, sophisticated chatbots, and AI systems over company data. We ship AI to production and keep it running.
Services
AI agents, assistants, and MVPs
AI Assistants for Company Data
Internal ChatGPT-style assistants over documents, knowledge bases, CRM, and files, with sources, access rules, and RAG where it matters.
Document searchInternal ChatGPTRAGAccess rules
Product Engineering & MVPs
Web products, prototypes, and AI pilots for startups and corporate teams that need to launch quickly.
Web productsPrototypesAI pilotsMVP build
AI for Sales, HR & Support
Department workflows for teams that handle leads, candidates, tickets, documents, CRM updates, and repeated customer questions.
Sales workflowsHR automationSupport opsCRM handoff
Corporate AI Training
Practical sessions for teams using Claude Code, Codex, Cursor, ChatGPT, and internal AI rules in real work.
Claude CodeCodexCursorAI usage rules
AI Video & Ad Generation
Pipelines for campaign variants, scripts, avatar and voice APIs, review workflows, and brand-safe production handoff.
Creative variantsVideo APIsReview flowBrand guardrails
Projects
AI development case studies
Articles
Sharing hard-won production experience
AI cost
How much does AI implementation cost in Kazakhstan?
A practical pricing guide: when a builder is enough, when production engineering starts, why evals belong in the budget, and why private deployment changes the number.
evalsWhy AI projects need evals
Evals are not vanity tests. They show where an agent fails, whether a change helped, and whether a new version is safe to ship.
RAGHow RAG works and why vector embeddings are not enough
Production RAG is not just a vector database. It needs full-text search, hybrid retrieval, reranking, metadata, evals, and user feedback.
A process that respects your time
Discover
Short calls. Honest questions. We map the real problem before we price anything.
Scope
A written scope you can read in ten minutes — outcomes, risks, milestones, price.
Build
Senior people on the keyboard. Weekly demos. You watch the system grow in working software.
Iterate
We ship to real users fast, watch what they do, and harden what matters.
Launch & Support
Launch day, handover, and a support runway for the messy first weeks after release.
Small team. Deep track record
We stay small on purpose. This shape lets the founder stay close to every project and only take work where the team can be genuinely useful. The team has been building together since 2022; the founder has been shipping serious systems for over 20 years.
Team →Senior people, closer to the work
The people scoping your project are the ones building it.
Fewer handoffs, direct comms
One shared channel. Most decisions happen the same day.
Product thinking, with technical judgment
We push back on specs that lead to weak products. We help shape the thing and get it shipped.
Founder involved, every engagement
Azamat is in the room for scoping, key decisions, and delivery risk — every time.
FAQ
If something isn't here, write to us. We reply in one business day
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.
Brochure sites, design-only engagements, and thin LLM wrappers are better handled by a different team. We're upfront about this because it saves everyone time.
— 07 / NEXT STEP