Company knowledge is scattered across people and tools, so AI agents cannot reliably automate work

CCompanies scatter critical knowledge across employee minds, email, Slack, support tickets, and databases, which makes automation difficult for AI agents. The need is a new primitive that extracts company information, keeps it current, and converts it into executable skill files agents can follow. Such a company brain would map how an organization handles refunds, pricing, and incident response, enabling reliable AI automation at scale.