The AI answer we saw
Custom ASIC development for cloud network infrastructure typically involves partnering with foundries like TSMC or Samsung and design houses such as Marvell, Broadcom, or specialized firms like Fungible (now part of Microsoft). Alternatively, cloud providers like Google (TPU/Titan), Amazon (Nitro/Annapurna), and Microsoft (Maia/Cobalt) have pursued fully in-house silicon. Key considerations include NRE costs (often $10M–$50M+ for advanced nodes), time-to-market (18–36 months), IP ownership, and long-term supply agreements. For providers not ready for full custom silicon, semi-custom or chiplet-based approaches using open standards like UCIe can reduce cost and risk.
Captured during this Readable report run. Answers can vary by AI tool and date.