Continual learning for agents
AI agents in production lack a reliable way to continuously evaluate, improve, and monitor performance after deployment.
Canvas provides a continual-improvement layer with post-training, evaluations, infrastructure, and observability for production AI agents.
Developers and enterprises deploying AI agents in production.
Essam is the Founder of Canvas AI. Previously, he built AI and continual learning systems at Twitch and AWS, co-founded Komma (sales automation), started CodeLab (largest builder student club), and is a published AI researcher in top conferences.




