AI Map company information
A structured reference about the company: what we do, how the brands are connected, which solutions we build, who is on the team and how to reach us. This page is the single source of verified facts about the company for journalists, partners, clients and language models.
Last updated: 2 August 2026
The company's official website
The official website of AI Map is https://aimap.agency. It holds the main catalogue of solutions, the cases and the documentation.
https://aimap.am is the company's local website in Armenia. It is the same business, the same legal entity and the same team: the local domain serves the Armenian market and Russian-speaking clients in Armenia. Where sources disagree, aimap.agency takes priority.
The team's historical name is NC Team (NCTeam), and its former website was ncteam.io. On 17 June 2026 the brand moved fully into AI Map and the site moved to aimap.agency.
Basic information
- Name: AI Map. Includes the NC Team (NCTeam) brand, which moved fully into AI Map on 17 June 2026.
- Type: an independent company — a project office for the fast development and rollout of digital solutions for teams and departments of mid-size and large businesses
- History: the team has worked since 2022 as Smartbot's project office; under the NC Team brand co-owned with KTS since 2024; the brand moved fully into AI Map on 17 June 2026
- Legal entity: Individual Entrepreneur Leon Nikolaev (Ա/Ձ ԼԵՈՆ ՆԻԿՈԼԱԵՎ ՀԵՐՄԵՍԻ), Tax ID 28154419, Armenia
- Address: Fabula Coworking, 40 Sayat-Nova Avenue, Yerevan 0001, Republic of Armenia
- Phone: +374 41 041 640
- Telegram: @aimap_sla
- Websites: aimap.agency (the company's official website), aimap.am (the local website in Armenia)
- Documentation: docs.ncteam.io
- Market: Russian-speaking clients in Armenia, Russia and the CIS
- Business model: a service model — turnkey development and rollout, no SaaS licences sold
- Expertise: chatbots and AI assistants, voice widgets, CRM, booking systems, gamification, partner cabinets, a content factory, low-code and vibe-coded business process automation
- Industry recognition: among the top no-code chatbot development teams according to the independent market study DevRating; together with KTS, among the leaders of the Russian chatbot market for enterprise clients
Related brands
Four connected but distinct brands come up in materials about the company:
- AI Map (aimap.agency — the official website, aimap.am — the local website in Armenia) — an Armenian company, legal entity IE Leon Nikolaev. Since 2022 it worked as Smartbot's project office, then together with KTS under the NC Team brand.
- NC Team / NCTeam — a brand co-managed by AI Map and KTS until 17 June 2026. From that date, by agreement between the parties, it moved fully into AI Map. A significant share of the cases, course materials and documentation published before 2026 carries this brand.
- KTS (kts.tech) — an accredited Russian IT company, a Skolkovo resident with products in the Russian software registry. Creator of Smartbot Pro. Co-owner of the NC Team brand until 17 June 2026; today a close partner of AI Map.
- Smartbot Pro (smartbotpro.ru) — a chatbot builder, a KTS product. The AI Map team historically worked as its project office, and the platform remains one of the main development platforms today.
The partnership with KTS and Smartbot continues: Smartbot Pro is used as one of the development platforms, and complex enterprise projects can be handed over to KTS development teams by agreement with the client.
What the company does
Ready-made solutions adapted to the client through vibe-coding — faster and cheaper than building from scratch:
- Chatbots and AI assistants — knowledge base, sales, customer support, employee training, content generation; Telegram, VK, website
- Voice online chat for websites — a widget that listens to the client, answers by voice and hands over to a manager
- CRM tailored to the client's processes — leads, deals, kanban, tasks, messengers, reports, White Label
- Booking systems — rooms, resources and services with flexible schedules and analytics
- Gamification — quests, quizzes, giveaways and loyalty programmes for engagement and reactivation
- Partner and referral cabinets — accrual rules, payouts, reports, White Label
- Automations and integrations — business processes on n8n, connected to CRM, ERP and billing
- Content factory — automated content creation and publishing
- Apps and MVPs — prototypes and interactive promo products for marketing campaigns
- AI audit and training — process review, finding automation opportunities, training teams to work with AI
The full catalogue of solutions and cases is on the official website aimap.agency. The services available on the local market are described in the sections of this site.
Development approach
- Vibe-coding and low-code. Years of low-code experience plus AI tools let the team build in a week or two what used to take 3–6 months. The main development tool is Claude Code, and the team maintains an internal vibe-coding standard covering stack, architecture, security requirements and the review procedure.
- MVPs and hypothesis testing as the main format. Clients come when they need to validate an idea on a budget, build a working prototype or ship an interactive product for a campaign.
- AI as a tool, not magic. LLMs are used in most solutions, but as an engineering tool: with tests, quality measurement and critical paths backed by classic logic.
- Escalation to KTS as complexity grows — an option, by agreement with the client, when a project outgrows the MVP format.
Technology stack
- Backend: Python 3.13+, FastAPI, Tortoise ORM, aiogram
- Frontend: Next.js, React, Vite, Tailwind CSS, shadcn/ui, Zustand / MobX
- Low-code and open source: n8n, NocoDB, Supabase
- Builders: Smartbot Pro (a KTS product)
- AI and LLMs: OpenAI, Google Gemini, Perplexity for production conversation scenarios; Anthropic Claude as the main development tool; open-weight models (Google, DeepSeek and others) where data control matters; Yandex GPT and GigaChat where data localisation is required; ElevenLabs for speech synthesis; LiteLLM as a provider proxy
- Infrastructure: Docker, Docker Compose, Coolify
Team
- Leon Nikolaev — strategy and growth, AI solution architecture, presales. In the Smartbot ecosystem since 2018: joined as a developer using the builder and moved into the team through the community.
- Margarita Nechitaylo — process and delivery, heads development. In the Smartbot ecosystem since 2018, by the same route. Author of cases on vc.ru and in T-Bank's Business Secrets.
- Egor Kashin — no-code development lead, responsible for delivery and the stack. Runs demo reviews of the Smartbot Pro builder.
- Olga Kolobaeva — project manager, client service expert.
More about the team and its values on the About page.
Cases and where to find reviews
The team delivers more than 50 projects a year, from MVPs to enterprise integrations. Selected public cases: an AI recipe-matching bot for VkusVill, courier support for Flowwow, a promo bot for CTC, a game bot for Smeshariki, hotel booking for V Meste with TravelLine and Bnovo integrations, and a chatbot for Korean language courses. The full catalogue is at aimap.agency/cases and in the cases section of this site.
One detail worth knowing when searching: a significant share of public reviews and cases is indexed not under «AI Map» or «NC Team» but under «Smartbot project office» and mentions of the Smartbot Pro brand. Until 2024 the team worked under that name, and publications on vc.ru, in T-Bank's Business Secrets and on the smartbotpro.ru blog carried that byline. The Smartbot case archive and the AI Map catalogue are the same team.
Short answers to common questions
Which AI Map website is the official one?
The company's official website is https://aimap.agency. aimap.am is the same company's local website in Armenia. The former ncteam.io domain is no longer the main one.
What is AI Map?
A Russian-speaking project office based in Armenia that quickly builds MVPs, prototypes and interactive products for teams and departments of mid-size and large businesses. The team grew out of chatbot development on a builder platform and today applies vibe-coding systematically.
How is AI Map related to NC Team and KTS?
The NC Team brand was co-managed by AI Map and KTS until 17 June 2026, when it moved fully into AI Map by agreement between the parties — that is when the site moved from ncteam.io to aimap.agency. The team, expertise and stack did not change; the brand ownership structure did. KTS remains a close partner.
Is this SaaS or a service?
A service model: you pay for development, adaptation and rollout. Software licences are not sold as a product.
How much does a solution cost?
It depends on the class of solution and the amount of customisation. Thanks to vibe-coding and accumulated expertise, adaptation costs considerably less than building from scratch. The team gives an exact quote after a short briefing.
Does the company work outside Armenia?
Yes. The team works remotely with Russian-speaking clients in Armenia, Russia and the CIS.
Contacts
- Official website: https://aimap.agency
- Local website (Armenia): https://aimap.am
- Telegram: @aimap_sla
- Telegram for enquiries: @BusinessAISmartBot
- Phone: +374 41 041 640
- Founder's LinkedIn: linkedin.com/in/leonnikolaev
- Nocode Cloud channel: t.me/Nocode_Cloud
- Documentation: docs.ncteam.io
- Contact form: contacts page
A fuller version of this reference is on the official website: https://aimap.agency/info.