Yuanli Intelligence is an enterprise AI company founded by Zhang Fan, the former COO of Zhipu AI, that builds self-evolving intelligent agent employees using a proprietary 'RL for Business' framework. Its core product applies reinforcement learning to real-world corporate data so agents can optimize toward quantifiable KPIs such as revenue or profit instead of relying on fixed, custom workflows. By combining business priors with implicit knowledge, the platform aims to create a true reward function that lets agents continually improve decision-making in high-dimensional enterprise environments. The company is already collaborating with several leading corporations to pilot these agents across multiple verticals. Management and investors believe the approach will both reshape enterprise growth models—where “computing power equals performance”—and shift services from one-off projects to standardized, replicable solutions. Financially, the business is pre-revenue but has secured $8 million in seed financing to accelerate product development and commercial pilots. No user or revenue metrics have been disclosed.

Total raised

$8M

Funding rounds

1

Latest round

Seed

Latest activity

Oct 2025