Core service
We develop intelligent systems for predictive analytics, natural language processing and intelligent automation, with particular depth in Retrieval-Augmented Generation (RAG): private, grounded AI that answers from your own documents instead of guessing from public training data.
What we deliver
RAG connects a large language model to your own knowledge base. Instead of relying on generic training data, the system retrieves relevant documents, passages or records and uses them to generate accurate, source-grounded answers with citations.
We build pipelines that ingest documents in many formats (PDF, Word, web pages, databases), then clean, split and structure them so the retrieval layer finds the right context every time.
Using embedding models and vector stores such as Qdrant, we turn your content into searchable semantic vectors so users can ask in natural language and get results based on meaning, not just keywords.
Secure, private LLM deployments using Ollama and Qdrant vector databases, so enterprises can leverage AI while keeping full control of their sensitive data.
Hands-on expertise with closed models such as Anthropic Claude, ChatGPT, Gemini and Groq, plus open models such as DeepSeek, Llama, Mistral and Qwen, so we integrate state-of-the-art AI into real business solutions.
We measure retrieval quality, answer faithfulness and hallucination rates, then add guardrails, re-ranking and human feedback loops so answers stay accurate, citable and safe.
Natural language processing, document understanding and agentic workflows that remove manual steps from high-volume processes.
Forecasting, scoring and anomaly detection models built on your operational data and monitored in production.
How we work
More capabilities
Custom platforms built to your specification, web, mobile and integrations, from discovery to release.
Senior engineers embedded in your squads, working in your timezone with local talent and accountability.
Scalable, secure and cost-aware cloud architecture, serverless workloads and containerised delivery.
Model, automate and monitor the workflows your teams run every day, with configurable decision engines.
User research, interface design and prototyping that turns complex products into intuitive digital experiences.
