A national compute-coordination layer is becoming visible.
New standards evidence moves the thesis beyond provider-level control planes toward monitoring, scheduling, billing/trading and compute–electricity coordination across the national compute network.
Still unproven: nationally fungible compute, routine cross-region workload optimisation and commercial returns.
Why return? This is a living thesis: new evidence is checked, mapped to the system and tested against prior conclusions. Updates are reviewed before publication.
At a glance
The six-layer headline
Read the direction separately from the destination. Momentum tracks recent evidence through 21 September; overall progress assesses how far each layer supports the productive, economically sustainable national-system thesis.
| Value-chain layer / companies | Headline | Momentum | Overall progress |
|---|---|---|---|
| AI demand & models DeepSeek · Alibaba / Qwen · ByteDance / Doubao · Xiaomi | Adoption opportunity remains; paid demand is the test. | → WatchNo new measured demand decline. | MixedRecurring paid use and customer diversity remain open tests. |
| Control plane Kingsoft Cloud · Alibaba Cloud · Huawei · ByteDance / Volcano Engine | Provider orchestration now sits beneath an emerging national coordination layer. | ↑ ImprovingNational standards now define coordination interfaces; economics remain unproven. | EmergingPortability, billable utilisation and profit per task need validation. |
| Compute / memory Huawei · Cambricon · Iluvatar · CXMT · YMTC | Manufacturing advances; HBM remains a constraint. | ↑ ImprovingCXMT adds reported mass-production evidence. | ConstrainedMobile DRAM progress does not establish HBM relief or usable yields. |
| Interconnect Huawei · China Mobile · VNET / DYXnet · ByteDance | Efficiency claims strengthen the architecture case. | ↑ ImprovingRecent Huawei claims support system efficiency. | Partly evidencedIndependent reliability, efficiency and interoperability tests remain. |
| AIDC VNET · GDS · Huawei · ByteDance | Delivery capability must convert into paid capacity. | → UnchangedNo new verified move-in or cash-return evidence. | Conversion pendingPower-secured delivery, customer acceptance and site returns are decisive. |
| Power & energy CATL · Zhongheng · Huawei Digital Power · Haier | Compute–electricity coordination is becoming technically specified. | → UnchangedNo new verified power or contract outcome. | Execution pendingGrid access, delivered power costs and funded contracts remain open. |
Editorial assessments based on the linked research. Green momentum can coexist with amber progress. No layer is marked red merely because an outcome is unproven; no new measured deterioration is established in this snapshot. Company names indicate roles, not stock ratings.
The national system
The objective, architecture, policy and comparison with the USA.
Explore →EXPLOREThe value chain
Six layers, their companies and the economic tests that matter.
Explore →EXPLORECompanies & relationships
Company theses, interactive maps and relationship deep dives.
Explore →Latest research
National coordination layer emerges
Monitoring, scheduling, billing/trading and compute–electricity coordination now have stronger standards evidence.
Explore →21 SEP 2026 · RELATIONSHIPGDS ↔ provincial scheduling
Hebei provides an evidenced bridge between private AIDC and a provincial orchestration layer.
Explore →