# AI semiconductor hardware development

> Live situation record from CLSTR: https://clstr.news/situations/ai-semiconductor-hardware-development
> Updated: 2026-09-10T03:21:30.000Z. Sources: 8. Developments: 2.

The semiconductor industry is seeing increased activity in specialized AI hardware development across edge and data center applications.

In the edge AI sector, Advantech introduced industrial-grade vision intelligence solutions using Qualcomm Dragonwing processors, supporting robotics and smart surveillance. Additionally, SiMa. ai and AVerMedia collaborated on a drone AI solution designed to optimize performance-per-watt for Physical AI applications.

In the data center sector, Qualcomm and Amazon have formalized a strategic partnership to develop customized silicon and infrastructure for large-scale AI inference workloads. This agreement is linked to potential commercial transactions totaling up to $60 billion. As part of the deal, Qualcomm has issued Amazon a warrant to acquire up to 25 million shares at $161.26 per share, representing a potential stake worth approximately $4 billion.

The collaboration includes developing high-performance optical connectivity capable of supporting speeds up to 1.6 Tb/s to mitigate data bottlenecks in AI clusters. To accelerate chip development cycles, Qualcomm intends to utilize Amazon Web Services (AWS) cloud-based AI tools, such as Amazon Bedrock, for its electronic design automation (EDA) workloads. This expansion is part of Qualcomm’s broader strategy to diversify beyond the smartphone market and target $15 billion in data center chip revenue by 2029, amid intensifying competition from Nvidia, AMD, and Intel.

## Claims

- Qualcomm and Amazon have entered an agreement to develop customized processors for large-scale AI data center infrastructure. (corroborated by 3 sources)
- The companies will develop optical connectivity technologies capable of supporting speeds up to 1.6 Tb/s. (corroborated by 3 sources)
- The partnership is linked to up to $60 billion in potential commercial transactions. (corroborated by 2 sources)
- Qualcomm issued Amazon a warrant to acquire up to 25 million shares at $161.26 each. (corroborated by 2 sources)
- The potential stake for Amazon is worth up to $4 billion. (corroborated by 2 sources)
- Qualcomm will use Amazon Bedrock and AWS infrastructure for electronic design automation workloads. (corroborated by 2 sources)
- Qualcomm aims for data center chip revenue to reach $15 billion by 2029. (single source)

## Timeline

### 2026-09-10: Qualcomm and Amazon partner on $60bn AI infrastructure deal

Qualcomm and Amazon have partnered to develop customized AI data center chips and optical connectivity, a deal potentially worth $60 billion in commercial transactions.

3 sources. https://clstr.news/cluster/qualcomm-and-amazon-partner-to-develop-custom-ai-chips

### 2026-08-24: Advantech and SiMa. ai announce new AI hardware solutions

Advantech unveils Qualcomm-powered industrial vision AI solutions, while SiMa. ai and AVerMedia partner to provide high-efficiency AI computing for drone applications.

5 sources. https://clstr.news/cluster/advantech-and-sima-ai-announce-new-ai-hardware-solutions

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Cite as: AI semiconductor hardware development. CLSTR, https://clstr.news/situations/ai-semiconductor-hardware-development