Canary Builds
The next frontier of AI isn't just intelligence — it's infrastructure that learns, adapts, and builds itself.
We design systems that give AI the tools to evolve safely and autonomously across organizations and networks.
Our mission is to: Build the intelligence layer for the world's cognitive infrastructure.
We're not making another AI model. We're building the backbone that connects them — securely, modularly, and transparently.
Our current projects
Memlink Real-time memory and summarization: transforms conversations into structured, persistent knowledge so AI agents can remember, reason, and evolve.
Cognitive Grid System A bridge that connects knowledge, memory, and LLM models. It gives AI the ability to retrieve and reason over its own data.
Automated Ingestion & Validation Platform – Connect unstructured real-world data (e.g. lab PDFs) into clean, validated, structured inputs for reasoning pipelines.
FalconPM A modular automation framework for rAthena that brings humanized, configurable gameplay automation to virtual environments. It serves as a testbed for adaptive AI behaviors and plugin-based simulation.
rAPM (rAthena Plugin Manager) An open-source API infrastructure core that offers safe dynamic plugin loading, structured logging, and scheduling APIs. A foundation for building extensible, high-performance automation systems inside game servers.
Each project is a component of the same blueprint — a cohesive architecture for self-learning, self-validating systems that operate safely at scale.
built on sovereignty
Every system we build is designed with privacy and autonomy at its core. We leverage Open-Weight Large Language Models to power secure, on-premises intelligence across distributed networks — no external APIs, no data leakage, no compromise.
Your data stays within your infrastructure. Your models run where you control them. Cross-network coordination happens securely within your intranet, ensuring full sovereignty over your knowledge systems.