SERVICES

AI and software — from one team

From model training to infrastructure, from consulting to application development. Every heading below has its own page explaining what we do and how we work.

AI & LLM

From training a model to serving it

We decide which method is needed by measuring, not guessing. Sometimes RAG is enough, sometimes fine-tuning is essential — and sometimes the right answer is not to use AI at all.

LLM Training & Fine-Tuning

We turn a general-purpose model into one that knows your business. We build the whole LLM training pipeline — from data collection and cleaning through choosing the right training method, evaluation and production rollout — on your data, on your hardware or in the cloud.

PyTorch Hugging Face Transformers PEFT / LoRA TRL Axolotl

Local & Private LLM Deployment

If your data cannot leave the organisation, we bring the AI inside it. We deploy, scale and operate open-weight models on your own servers or private cloud — including fully air-gapped environments.

vLLM Ollama llama.cpp TGI Docker

RAG & Enterprise Knowledge Systems

Retrieval-Augmented Generation connects the model to your own knowledge base: answers come from your documents, arrive with their sources, and update the moment a document changes — no retraining required.

pgvector Qdrant Weaviate Elasticsearch LangChain

AI Adoption Consulting

Deciding where to apply AI is harder than applying it. We examine your processes, prioritise the use cases with genuine return, train your team and set up your internal usage policy — vendor-independent.

AI Agent Development

Unlike a chatbot, an agent gets work done: it searches your knowledge base, creates records in your CRM, books appointments, checks orders and hands over to a human when it should — in 50+ languages, around the clock.

OpenAI API Anthropic Claude Açık ağırlıklı LLM'ler LangGraph Function calling

AI Voice Call Center

A voice system that answers on the first ring, speaks naturally and actually completes work. It understands the conversation, pulls data from your systems, books appointments and hands over to an agent with a summary when needed.

Whisper / STT Neural TTS LLM diyalog motoru SIP / VoIP Twilio

AI Operator Systems

Virtual operators that read an incoming invoice and post it, classify and route email, prepare a report and send it on. They take over repetitive office work within human-approval boundaries.

LLM + OCR n8n Power Automate Microsoft Graph Google Workspace API

SOFTWARE & INFRASTRUCTURE

Without solid foundations, AI does not hold either

The application, data and infrastructure side is run by the same team — with no integration gap left behind.

Let's talk about where AI fits in your business.

In a short call we listen, then tell you plainly which approaches fit your situation and which do not. We reply within 24 hours.

Get in Touch [email protected]

AI and software — from one team

From training a model to serving it

LLM Training & Fine-Tuning

Local & Private LLM Deployment

RAG & Enterprise Knowledge Systems

AI Adoption Consulting

AI Agent Development

AI Voice Call Center

AI Operator Systems

Without solid foundations, AI does not hold either

Software Development

Web & Mobile Applications

Data & Automation

Data Collection & Web Scraping

Cloud & DevOps

Cyber Security

Let's talk about where AI fits in your business.