Welcome to Catio Chronicles

GraphQA is Catio’s new open-source agent for natural-language questions over architecture graphs, fusing LLMs with graph algorithms to deliver fast, structure-aware answers for dependencies, flows, and system reasoning.

AI isn’t just a feature, it’s a new architectural layer. In this deep dive, we explore emerging architecture patterns for the AI-native enterprise, from agentic systems to LLM-as-interface, and what they mean for CTOs and architects designing for adaptability.

We’re thrilled to announce that we’ve raised a $3M round to fuel our mission of transforming tech architecture decision-making with AI-driven intelligence.

Every major technology arrives with a wave of fear and uncertainty, but also with opportunities to redefine what skilled, meaningful work looks like. AI is just the latest participant in this long-running story, continuing the cycle of adjustment and growth that has always accompanied new tools.

This blog introduces a specialized chat service designed to meet the unique demands of multi-agent systems, with a particular focus on Catio's innovative approach to system architecture recommendations.