Canvas
Building self-improving agents with continual learning for enterprise AI.

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.
Canvas provides post-training, evaluation harnesses, infrastructure, and observability tooling that form a flywheel allowing agents to automatically improve from production traces.
Enterprise teams deploying AI agents in production
Background.
- Status
- launched
- Business model
- unknown
- Company
- Canvas
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