About Early Data

Founded in 2015, Early Data (Shanghai Yikai Internet Technology Co., Ltd.) is a trusted data and intelligence partner for leading brands in pharma and health. Built on a data infrastructure foundation, we cover collection, internal and external integration, cleansing and tagging, analytics, and governance — with end-to-end delivery from AI application design to agent deployment — helping enterprises turn data into operational business intelligence.

We continue to advance Early AI · Enterprise Stack, centered on the Early Sales sales-agent platform and Early CRM marketing-agent platform. Coverage spans upstream R&D and supply chain, midstream knowledge and workflows, downstream sales and customer service, and back-office finance and BI — from AI application design through agent deployment and ongoing operations — so customers can convert Data + Insight + Action into executable business outcomes.

We maintain strategic partnerships with industry leaders including Cloudera, Denodo, Qlik, and Talend, building a service ecosystem around cloud data platforms, big-data analytics, business intelligence, and AI engineering to support reliable agent deployment and operations in enterprise environments.

In pharma and health, we have long served global pharmaceutical, nutrition, and related consumer-goods leaders, with deep understanding of regulation, channel structure, and e-commerce ecosystems — establishing a strong position in the vertical. We also extend into high tech, manufacturing, and market research, helping R&D, marketing, sales, operations, and executive teams make faster, more confident decisions.