We help mid-sized European companies adopt AI without the consulting bloat — vendor-agnostic, EU-compliance-first, hands-on. Eight years in deep tech, three EU research grants, and two AI products of our own: Makuri (EdTech) and Family Hub (modular AI platform).
Bucharest-based AI consulting practice founded in late 2025. We work with European SMBs (10–200 employees) on AI adoption, AI Visibility, and security audit — vendor-agnostic, EU-compliance-first, and built around real implementation rather than slide decks. Working languages: English, Russian, and Ukrainian. Primary geographic coverage: Romania, Poland, Czech Republic, Germany, and the Netherlands.
We help you go from "we should be doing something with AI" to a working proof of concept in production. Vendor-agnostic — we'll recommend Claude, Gemini, Mistral, or open-source models based on what the problem actually needs. EU compliance built into every step, not bolted on at the end.
When someone asks Claude, ChatGPT, or Le Chat about your company, what do they say? We make sure the answer is accurate, current, and authoritative — through Answer Engine Optimization on your website and a public Model Context Protocol server you own and control.
Threat modeling and security review for AI-powered applications: prompt injection, data leakage, agent misuse, regulatory exposure under the EU AI Act. Available Q3 2026.
AI Visibility is a new distribution layer. As AI assistants become how people search, ask questions, and make decisions about products and vendors, your company needs to be on that layer — discoverable, accurate, and authoritative.
We built one for our own product, Makuri, before selling the service to anyone else. The result is live, public, and indexed in the Official Model Context Protocol Registry.
A public Model Context Protocol server with eight read-only tools about Makuri: pricing, supported languages, subjects covered, safety features, compliance posture, contact channels, technology stack, and a general platform-info block. Open source under MIT license. Cold start under two seconds.
AI tutoring platform for immigrant children aged 10–16 integrating into EU school systems. Student uploads a PDF textbook or pages photos — gets explanations, translations, and tests in their native language. Two AI modes: fast (Gemini) and deep (Claude Sonnet) for nuanced, context-rich responses. 14 UI languages, parent dashboard, adaptive memory system, config-driven admin panel.
In development: Exam Prep module — preparation for Romanian national exams (Evaluarea Națională + Bacalaureat) with official Ministry of Education scoring barems.
makuri.eu →A configurable AI platform for families. Fifteen live modules — meal planning, language learning, household finances, voice notes, family scheduling, and more — each powered by best-fit AI models routed through a vendor-agnostic gateway (Claude, Gemini, GPT, Whisper, image generation). Built as a private alpha with one Romanian household; one module (SRL Advisor for Romanian small-business owners) is being prepared for a separate commercial release.
A working log of decisions, builds, and tradeoffs from CogniLedger — AI Visibility, public MCP servers, and the day-to-day of running a one-person consulting practice.
What an EU SMB actually gets out of shipping a public MCP server, what to expect over the next quarter, and a three-week playbook to ship your own.
Read the article →Six things bit me when publishing an MCP server to the Official Registry. Each one cost time. Each one is a lesson worth budgeting for next time.
Read the article →AI assistants are becoming a new distribution layer. Most companies aren't on it yet. Part 1 of a three-part series on shipping a public MCP server as an AI Visibility artifact.
Read the article →