Canvas
canvas.incBuilding self-improving agents with continual learning for enterprise AI.
AI Toolsai-agentspost-trainingcontinual-learningenterprise-aievalsobservabilityopen-source
About
Canvas is an applied-research and product lab focused on building the continual-improvement layer for AI agents in production. It develops post-training, evaluation, infrastructure, and observability tooling that enables enterprise agents to compound improvements over time. The company also produces open-source libraries and research on topics like meta-reward modeling and continual learning.
Problem
Enterprise AI agents degrade or stagnate over time without a systematic layer for continual improvement and self-optimization.
For
Enterprise teams deploying AI agents in production
How it works
Canvas provides post-training, evaluation harnesses, infrastructure, and observability tooling that form a flywheel allowing agents to automatically improve from production traces.
Business model
unknown
Status
launched
Company
Canvas