OPC

Agent products are transitioning from concepts to real applications, with a significant surge in 2026. C-end users are declining while B-end and developer users are growing. Product forms are stabilizing, and iteration speed is accelerating.

OPC (One Person Company) is not an upgraded sole proprietorship but a newly designed organizational form for the AI Agent era; success hinges on first becoming a callable service (OPS); empirical evidence shows product + sales dual capability, ‘human vibe’, and high judgment density are core competitive advantages.

OPC（One-Person Company）模式虽降低交易成本、提升个体能力，但无法替代公司对风险共担与信任机制的构建作用，雇佣与合伙的本质是买确定性与押命运。

OPC (One-Person Company) is not a foreign concept but a Chinese-originated term, evolving from 'individual household' to 'super individual' to 'one-person company', reflecting continuous packaging and marketing of personal entrepreneurship models, essentially providing identity recognition and psychological comfort for middle-aged unemployed individuals.

The bottleneck of creativity has shifted from efficiency to a 'sense of relaxation.' In an era where AI provides 10x efficiency, top creators are moving toward the OPC (One Person Company) model, building personal aesthetic styles through extensive observation of high-quality works in low-pressure environments.

A fragmented social media take on organizational forms in the AI era, arguing that collaborating with humans to run a company is scarcer and more valuable than talking to AI, but lacks concrete arguments or actionable insights.