Core Engineering
AI Systems & Development
We do not build wrappers. We build resilient, production-grade AI architectures, autonomous agents, and highly contextual retrieval pipelines.
Advanced Architecture
Multi-Agent Systems
Complex business workflows require more than a single chatbot. We engineer multi-agent swarms where specialized AI agents collaborate, delegate, and review each other's work autonomously.
What we could ship with this
Customer support agent
Reads tickets, pulls CRM context, drafts replies in your tone — handles 60% without escalation.
Sales lead qualifier
Multi-agent that enriches leads, drafts personalized outreach, hands hot leads to AE in real time.
Ops automator
Onboarding, expense triage, vendor research, calendar coordination — handled in the background.
Vector Space Retrieval (RAG)
Traditional search relies on keywords. We map your data into vector space so the model can retrieve the closest concepts by semantic meaning, not exact phrasing.
What we could ship with this
Internal knowledge chatbot
Slack/Teams bot that answers from SOPs, wikis, and Drive — with citations, never invents.
Legal document Q&A
Upload contracts → ask questions across the library → get citation-backed answers per jurisdiction.
Tech support copilot
Engineers query past incidents, runbooks, postmortems, and architecture docs from one prompt.
Custom Intelligence
Model Fine-Tuning
Off-the-shelf models are too generic for specialized industries. We fine-tune open-source models on your proprietary datasets so they reflect your terminology, tone, and domain expertise.
What we could ship with this
Brand-voice writer
Fine-tuned on your existing copy. Generates landing pages, emails, posts that sound exactly like you.
Brand image generator
Trained on your product catalog and visual identity. 200 on-brand images per day from a brief.
On-prem assistant
Self-hosted model trained on sensitive data — never leaves your infra. Full compliance, full IP.
Real-time Voice Agents
Instead of typing, users can just talk. The system transcribes speech, decides what action to take, and replies with a natural voice in milliseconds.
What we could ship with this
Voice IVR replacement
Books calls, answers FAQ, qualifies leads 24/7. Plugs into your calendar and CRM.
Voice booking concierge
Patients/clients call to schedule — agent reads availability, books, sends confirmation.
Multilingual hotline
Real-time bilingual voice agent for HU/EN/DE — handles support, escalates only when needed.
Native Multimodality
AI that sees, hears, and reads
Modern AI does not just process text. It can inspect an image, parse a voice note, and cross-reference a document at the same time to produce a grounded answer.
What we could ship with this
Receipt analyzer
Photo + voice memo → AI extracts vendor, amount, category, checks against expense policy.
Clinical scribe
Doctor speaks, AI listens to voice + sees scans + reads chart → drafts SOAP note.
Lecture summarizer
Audio + slides + handout → unified summary with timestamps and quoted citations.
Client testimonials
“The RAG system worked from day one. Handover is precise, documentation excellent, pricing fair — I fully recommend them for Budapest-based AI work.”
M. Tamás
CTO, fintech SaaS (Hungary)
“We designed multi-agent orchestration on LangGraph, production-ready. Monitoring and cost controls have been flawless since launch.”
D. Zoltán
Engineering Lead, logistics startup
Deeper on the blog
What we can build with this
AI-native software you could ship
Full-stack AI applications our team builds end-to-end.
AI-powered SaaS feature
Smart search, AI content generation, or automated workflow inside your existing product.
Internal AI copilot
Reads your CRM and docs, answers questions with citations, drafts emails, schedules calls.
AI webshop
Personalized recommendations, smart search, AI product descriptions, automated content workflows.
Multi-agent platform
LangGraph-based multi-agent system with tool use, memory, and human-in-the-loop review.
Voice AI app
Real-time voice agent (Vapi/LiveKit) — books calls, answers questions, qualifies leads end-to-end.
Smart admin dashboard
AI-driven analytics surface, anomaly detection, plain-English query of your business data.
Engagement tiers
Four ways to put senior AI engineering inside your business
Fixed prices. 100% IP yours. Most clients start with a 30-min scoping call so we agree on the right tier before any building.
Projects by us
AI projects we built
AI systems built by us — same stack we ship to clients.
aiwebmobile
AIHealthIQ
AI health coach powered by wearable data
Ingests wearable data (heart rate, sleep, steps, oxygen) from watches and fitness bands, correlates it with AI, and surfaces concrete lifestyle, medication, or 'see a doctor' recommendations. Web and mobile clients on the same API.
Stack
ExpressReact-ReduxSQLiteOpenRouter
aiweb
3D AI Property
AI that turns flat specs into a walk-through 3D interior
Type a flat's specs and the AI generates its 3D floor plan + interior, which you can fine-tune by hand and walk through in FPV or drone view. Swap between ten interior styles in one click — no interior designer needed.
Stack
Next.jsTypeScriptOpenRouterSQLite
aiweb
The Truth AI News
Fact-checked news aggregator with AI bias scoring
News aggregator that pulls from multiple sources, fact-checks with AI, summarises the piece, and scores how biased / opinionated it is plus what the article is trying to achieve. Editorial transparency is the whole point.
Stack
Next.jsTypeScriptPrismaPostgreSQLOpenRouter
aiblockchain
Multi-Agent Crypto Trading
Four AI agents vote on every crypto trade
Four specialised AI agents — data, sentiment, quant model, verifier — vote together on trades across the top 50 crypto tokens, combining price with news and social signal. Runs 24/7, web UI + API, open-source.
Stack
PythonpandasNumPyscikit-learnLangChainOllamaSQLite
Start your project
30-minute discovery call, fixed-price quote, 4-week roadmap. The next project could be yours.
Book a discovery call
Real reviews
What clients say about us
Quick feedback from people who worked with our team.
5.0
Overall
Based on real reviews
Faster work + consistent output
“Everything got faster and more organized.”
I stopped guessing. Now I follow clear steps and get solid results every time.
Better output + less time
“AI finally feels useful day to day.”
Now I know what to ask and how to get clean outputs for posts, emails, and offers.
Cleaner build + faster execution
“The team helped us improve the system fast.”
They quickly identified what to automate, what to tighten up, and how to structure the system better.
New reviews get added regularly.