01LLM Vendors · from training data to Agent foundation
Serving leading foundation models, vertical multimodal models, AI Infra and MaaS platforms. Once compute is maxed out, the next ceiling is written in data — ENDATA's vertical data pools are exactly the "right data" LLM vendors are looking for.
LLM Vendors
from training data to Agent foundation
Serving leading foundation models, vertical multimodal models, AI Infra and MaaS platforms. From pre-training to Agent foundations, ENDATA supplies vertical data across the full lifecycle.
The "data wall" is here — public corpora are running dry
Public web corpora are being re-scraped on every pass, AI-generated content dilutes the well further, and copyright and compliance shoals are everywhere — LLM vendors don't need "more data," they need the "right data." Vertical, compliant, measurable — all three are non-negotiable.
Three modalities × four verticals — precision ammunition for models
Film & TV, social, e-commerce, IP — ENDATA's accumulated vertical data pools fill exactly the highest-commercial-value white space beyond public corpora. Full-stack dataset licensing from pre-training to Agent foundation, plus customized processing.
Structural breakout of the datasets business
The inevitable outcome of a supply-demand resonance — LLM vendors' demand for the "right data" is redefining the value chain of the entire data-services industry.
02Internet Platforms · the stable upstream supplier
Alibaba, Tencent, ByteDance, Baidu, JD, Meituan, Xiaohongshu, Bilibili, Kuaishou, Weibo — nearly every major Chinese internet AI player is on ENDATA's customer list.
Internet Platforms
third-party view · continuous supply
However rich a platform's internal data is, it cannot fully capture the external content ecosystem, KOL ecosystem, sentiment trends and cross-platform behavior. ENDATA provides continuously refreshed cross-platform data as a neutral third party.
Internal data has limits; external data has hidden reefs
A platform's internal data — however rich — can never fully describe the external content ecosystem, KOL ecosystem, sentiment trends or cross-platform behavior. Compliance, freshness and structure of external data remain platform AI teams' biggest pain points.
Third-party view · continuous supply · cross-platform coverage
As a neutral third party, ENDATA continuously supplies cross-platform social, content and e-commerce data that plugs into recommendation, content understanding, business decisions and AI product training — forming a stable upstream supplier to platform AI.
Ongoing engagements · strategic order structure
Orders have shifted from one-off projects to strategic co-builds.
03China AI Going Global · knows China, knows the world
Three going-global tracks — content, e-commerce, models — all need a data partner who knows China and the world. ENDATA's overseas business keeps expanding, moving customers from information asymmetry to structured decision support.
China AI Going Global
the cross-border data co-pilot
Across the China-AI-going-global megatrend — content, e-commerce, models — every track needs a partner who speaks China and carries global data. ENDATA is the data co-pilot on that voyage.
What going-global companies lack most isn't courage — it's the map
Overseas content preferences, consumer behavior, social ecosystems, compliance boundaries — each is a blind spot for Chinese companies going out. Generic tools can't deliver localized depth, and local providers don't speak the parent company's context.
One-stop cross-border data foundation · translates both ways
With a dual-track capability — China context + global data — ENDATA covers cross-border e-commerce, overseas social, overseas content, IP and compliance, providing an end-to-end data foundation from market insight to model training.
Landmark breakthrough in overseas business
ENDATA's data capability is crossing borders at scale.
04Brands · Producers · Agencies — AI-assisted decisions
For major brands, producers and platform partners, ENDATA combines deep-learning algorithms with industry know-how for customized data mining and decision support — answering what the data means and how the decision should be made.
Brands & Producers
AI-assisted decisions
Spokesperson selection, drama sponsorships, KOL spend, hit-product mining — every decision needs data. But the market is fragmented, methodologies inconsistent, AI adoption low. The decision-maker's desk is missing one thing: an AI data co-pilot.
Decision granularity keeps rising; tools keep fragmenting
Spokesperson selection, drama sponsorships, KOL spend, hit-product mining — every decision needs data, but the market is fragmented, methodologies inconsistent and AI penetration low. Decision desks are missing an AI data co-pilot.
enbase × Marketing Cube × tailored consulting
enbase Data Cube + ENDATA Marketing Cube + tailored decision consulting cover the entire brand-spend / content-greenlight / business-decision flow — wrapping data assets as a decision surface.
Serving flagship brands and producers across industries
Marketing Cube SaaS + enbase decision surface + tailored consulting form a stable, active customer base.
05By industry · vertical solutions across customer types
Beyond the customer-type axis, ENDATA's solutions are also organized by industry — film & TV, e-commerce, social, IP licensing — each with a complete mix of data products and SaaS tools.
Film & TV
Greenlight evaluation, cast composition, marketing path, sponsorship and bidding — film data + AI evaluation unified.
E-commerce
Selection, KOL spend, conversion attribution, hit-product prediction — cross-platform SKU + KOL + review data pool.
IP Licensing
IP valuation, licensing management, deal matching, compliance audit — IP data asset specialists.
06Customer Cases · Case Studies
Deployments across industries and scenarios — each a sample of data × business working together.
Flagship LLM vendor · vertical pre-training corpus licensing
Custom tri-modal pre-training bundles (film + social + IP) for a top-tier foundation-model vendor — TB-scale text + image + video captions.
Short-video platform · continuous content-understanding data supply
Continuous supply of cross-platform social and KOL-profile data powering content recommendation and moderation for a major short-video platform.
Cross-border e-commerce · global selection data foundation
A tri-pillar data foundation — selection + KOL + sentiment — for a leading cross-border e-commerce brand, covering North America, Southeast Asia and Europe.
Social
Topic reach, sentiment, propagation chains, KOL matching — cross-platform social data foundation.