Alyona Marshavina
CPOProject and Product Manager with nearly 15 years of experience, delivering structured innovation across complex initiatives.
Author Posts:
Why Researchers Need an AI Workspace and Not Just an AI Chat Tool
Lyrio is an AI cognitive workspace built for how research actually works: iterative, non-linear, and multi-month. See how it maps to the real scientific research cycle.
What Is an AI Cognitive Workspace and How Does It Reduce Cognitive Load?
Cognitive load is why serious thinking exhausts you in standard AI chat. Lyrio is an AI cognitive workspace built to reduce it through structure, persistence, and synthesis.
Why AI Keeps Forgetting Your Research And How Lyrio Fixes It
The context window problem is the biggest hidden limitation in AI today. Here's why every AI chat tool has it, why it ruins long-term research, and how Lyrio's research memory architecture eliminates it.