Independent, source-linked China technology research

How China's largest technology companies are reorganizing for AI.

We combine public Chinese-language reporting, primary company material, and a clearly labeled signal library to explain organization, engineering, workforce, and overseas strategy.

Read Analysis Explore Public Evidence Research Method

Research Briefings

Original analysis built from public evidence and tracked signals.

Each briefing answers a business question, separates sourced facts from interpretation, and records what evidence could strengthen or overturn the conclusion.

Enterprise AI Agents Enter Systems of Work: Who Controls Context, Action, and Accountability?Tencent, Alibaba, ByteDance, Meituan, and Kuaishou show enterprise agents moving from chat interfaces into identity, data, workflow, and execution systems—where permissions, auditability, portability, and task economics become decisive. AI Coding at Chinese Companies: The Governance Layer MattersTool bans, token budgets, full-stack roles, and internal agents show that AI coding adoption is becoming an operating system rather than a software perk. How to Read ByteDance's Doubao Equity IncentivesPublic reports on Doubao-linked employee incentives contain different price references and eligibility details. This guide explains what the numbers do and do not mean. Why Chinese Big Tech Is Flattening Management LayersRecent organization changes point to wider spans, fewer coordination layers, and more end-to-end teams. The benefits and risks depend on how decision rights are redesigned. How Chinese Big Tech Is Reorganizing Around AI in 2026An evidence-led analysis of 27 AI-related organization, product, and budget signals across China's largest internet companies. Why Full-stack Teams Are Returning in China Internet CompaniesFive company cases show how AI coding tools, slower growth, and fewer handoffs are redesigning engineering roles. What Workforce Changes Reveal About China Big Tech ManagementA structured reading of 31 management, benefits, performance, and team-contraction signals across the current dataset. China Big Tech Overseas Signals: Four Expansion RoutesA framework for separating marketplace, infrastructure, software, and organizational signals in Chinese technology companies' overseas expansion. How to Read China Tech Rumors as Business SignalsThe editorial framework used to deduplicate, classify, verify, and interpret internal-channel tips without turning them into unsupported claims.

Evidence Ledger

From public evidence to research leads, every record keeps its source boundary.

The full ledger tracks 152 signals across 24 companies; 41 currently have accessible public sources. Compare public records by company, topic, and month in the monitor, while unverified leads remain in the separate research library.

Open the public evidence monitorExplore source distribution, evidence labels, and a downloadable CSV. Search the full research ledgerFind all tracked signals by company, topic, and keyword.

Research Tracks

Three operating questions organize the coverage.

Follow a question across companies instead of reading isolated announcements.

01 · Enterprise AIWho owns context, cost, and workflow?

Track how office platforms, coding tools, and agents become governed operating infrastructure.

02 · OrganizationWhat changes when teams become flatter?

Compare reporting layers, full-stack delivery, role compression, and workforce policy.

03 · ExpansionWhich operating assets travel overseas?

Separate marketplace, infrastructure, software, and local-organization signals.