Kaiwang Data has unveiled the "Real-Scenario Data Partner Ecosystem Plan — Lighthouse Plan," publicly recruiting ecosystem partners across the embodied AI industry, with the goal of partnering with 100 collaborators within three months to build 1 million hours of real-scenario data, of which head-scenario data already corresponds to clear customer demand.

According to disclosures, Kaiwang Data will work with "real-scenario partners" over the next 100 days to collect data across six scenario categories — retail supermarkets, business offices, home living, warehousing and logistics, industrial production, and food and beverage services — aiming to build a 1-million-hour real-scenario dataset and complete collection, annotation, and quality review for database entry by the end of December 2026, while simultaneously launching six major industry high-quality datasets.

It is reported that the Lighthouse Plan being promoted by the company uses "real scenarios, real tasks, real deployment" as its collection standards and explicitly prohibits staged shoots and scripted collection.

Kaiwang Data stated that it will join forces with partners to release the "Six Major Industries Real-Scenario High-Quality Dataset," enabling embodied brains to move from "seeing clean data" to "seeing the real world from the very start."

Kaiwang Data founder and CEO Yu Xu said: "Embodied AI currently does not lack total data volume; what it lacks is real data that can withstand training validation. The Lighthouse Plan hopes to set a collection baseline through the three-real standard and provide positive incentives for high-quality data through a pricing mechanism."

Compared with the industry, Kaiwang Data's advantage in recruiting "real-scenario partners" this time lies in providing support and guarantees across areas including a quality-price mechanism, demand matching, and settlement cycles, as well as offering customized strategic cooperation plans for high-quality benchmark scenarios.

The company disclosed that it will offer a 10% to 20% premium for data with a qualification rate of ≥95%. In terms of demand matching, partner data will directly enter the sales process after inspection by a fully automated quality inspection platform, forming a stable settlement guarantee mechanism.