Artificial Intelligence and LLM-Based Business Solutions
Intelligent systems adapted to your business. LLM-based assistants, document understanding, RAG, decision support and company-specific AI scenarios.
AI should be business value — not a showcase
Most companies stop at a simple chatbot under the banner of 'AI adoption'. Real business value comes from AI systems that understand your own data and support decision-making. We build company-specific AI solutions that understand your document repositories, product catalogues, customer correspondence and operational data — using RAG (Retrieval Augmented Generation), vector databases and modern LLM orchestration.
AI Solutions We Build
- Internal LLM assistants (corporate knowledge-base Q&A)
- Customer support automation (continually learning)
- Document reading, classification and summarisation
- Contract / quote analysis and comparison
- Voice assistant and telephony integrations
- Product recommendation engine and content personalisation
- Decision-support systems (investment, procurement, production)
- Data interpretation and natural-language report generation
Cloud + On-Premise Flexibility
When data sensitivity is high we deploy on-premise open-source LLMs (Llama 3, Mistral, Qwen) so no data leaves the company. When maximum quality is the priority we orchestrate top commercial models like OpenAI GPT-4 and Anthropic Claude. We also design hybrid architectures: sensitive data stays local, compute-heavy tasks run in the cloud.
Sustainable AI Development
- Prompt versioning and A/B testing
- Backward-compatibility testing on model changes
- Cost monitoring and token optimisation
- Hallucination detection and answer-quality scoring
- Usage analytics and continuous improvement loops