Chatbots | GenAI Assistants

We craft conversational agents that ground every reply in facts: retrieval-augmented generation pipelines index CRM entries, documents and IoT feeds so answers cite live data instead of guessing; fine-tuned or prompt-engineered LLMs keep latency and cost under control.

The bot ships as a REST/WebSocket service ready for web, Slack, Teams or kiosk UIs. With Kwerio, it inherits single-sign-on, role-based controls and an audit trail; standalone builds run on containerised Rust/Python stacks with CI/CD, monitoring and throttling baked in.

Interaction analytics and human-in-the-loop feedback retrain models continuously, while GDPR/NIS-2 safeguards, prompt-risk filters and red-team tests ensure secure, compliant conversations that keep getting smarter.