Reviewed snapshot: 20 September 2026. This profile organises the existing systems thesis; it is not a new valuation or investment rating.
Position in the value chain
Qwen / agents → Cloud / MaaS → PAI / TokenWorks → SAIL → Zhenwu → network silicon → AIDC
The thesis question
How much infrastructure is internal versus supplied through third-party facilities and networks?
Ecosystem context
External physical infrastructure remains part of the system despite vertical integration
Relationship status must be checked in the linked research; adjacency is not evidence of a commercial agreement.
Confirmation and challenge
Look for company-specific deployment, paid usage and cash-return evidence. Technical progress alone does not establish value capture; delays, weak utilisation or rising costs may offset it.