AVELIN is Live: A Three-Year Journey to a New AI

Today, we are officially launching AVELIN—the Artificial Intelligence my team and I have been building for the last three years. Our journey began with humble pilots, experimenting with the first GPT models and running foundational tests. We quickly evolved from simple, single-model chatbots to developing our own proprietary training system, complete with knowledge ingestion, document storage, and our first implementations of Retrieval-Augmented Generation (RAG). ...

17 July, 2025 · 2 min · 314 words · Yury Akinin

A Founder's Diary: 10 Days to the AVELIN Launch

I wanted to share what the final stretch before launching an AI product feels like. With just 10 days until AVELIN goes public, the pressure is immense, and the reality is a mix of controlled chaos and sharp focus. Our team is feeling the strain. As tasks pile up and deadlines loom, fatigue is a real factor. We’re constantly fighting the dilemma of adding ‘just one more thing’ versus locking in the release date and moving forward. ...

7 July, 2025 · 2 min · 377 words · Yury Akinin