The official Canonical3 X account (@canonical3ai) was created, marking the project's public inception in December 2025.

Canonical3 published version 1.0 of its whitepaper, detailing the project's architecture, vision, and the concept of the 'Canonical Layer'.

In early 2026, the project reported significant early traction, including processing over 50 TB of enterprise data and normalizing 25M+ daily events.