DIGITIMES Asia

The AI honeymoon is over. As inference outpaces training, budgets are shifting to core IT. Are your product roadmaps ready for the spec reset? As generative AI moves from research into enterprise-scale deployment, inference workloads are now growing faster than training, forcing a massive structural shift across the entire supply chain. With the global LLM market surging at a 68.7% CAGR, the smart money is rapidly pivoting toward core IT, hybrid, and on-premises infrastructure. Explore our latest DIGITIMES Accelerating enterprise AI: Hardware advancements and compute architecture transformation report to see exactly where the capital is flowing next: ✔️ Who's buying and what — Accelerator procurement strategies and shipment forecasts for 7 major CSPs — Google, Amazon, Microsoft, Oracle etc. through 2028 ✔️Where architecture is heading — How the shift to inference is reshaping server specs, memory requirements, and Nvidia's Dynamo / Rubin CPX roadmap. ✔️Where your opportunity sits — Deployment pathway analysis across six application categories, with clear signals on cloud, edge, and on-premises entry points. Stay ahead of the inference wave. Read it now： https://lnkd.in/gjxY5JXM

Learn exactly who is buying what infrastructure. Discover CSP forecasts, where architecture is heading, and your hardware entry points: https://lnkd.in/gjxY5JXM

Learn exactly who is buying what infrastructure in the inference AI era. Discover CSP forecasts, where architecture is heading, and your hardware entry points: https://lnkd.in/gjxY5JXM

The AI honeymoon is over. As inference outpaces training, budgets are shifting to core IT. Are your product roadmaps ready for the spec reset? As generative AI moves from research into enterprise-scale deployment, inference workloads are now growing faster than training, forcing a massive structural shift across the entire supply chain. With the global LLM market surging at a 68.7% CAGR, the smart money is rapidly pivoting toward core IT, hybrid, and on-premises infrastructure. Explore our latest DIGITIMES Accelerating enterprise AI: Hardware advancements and compute architecture transformation report to see exactly where the capital is flowing next: ✔️ Who's buying and what — Accelerator procurement strategies and shipment forecasts for 7 major CSPs — Google, Amazon, Microsoft, Oracle etc. through 2028 ✔️Where architecture is heading — How the shift to inference is reshaping server specs, memory requirements, and Nvidia's Dynamo / Rubin CPX roadmap. ✔️Where your opportunity sits — Deployment pathway analysis across six application categories, with clear signals on cloud, edge, and on-premises entry points. Stay ahead of the inference wave. Read it now： https://lnkd.in/gjxY5JXM

$358B market potential. Learn who is buying what infrastructure, discover CSP forecasts, and find your hardware entry points in the AI inference era: https://lnkd.in/gjxY5JXM

🔐 Hardware security: Unlock the Future of Cybersecurity As AI, edge devices, and connected systems proliferate, securing the hardware layer becomes more crucial than ever. Our newly released whitepaper — “From Hardware Root-of-Trust to End-to-End Security: Toward a Secure AIoT Architecture” — dives into: ✅global latest hardware security regulations ✅risk challenges in AI/IoT & automotive environments ✅build comprehensive protection from firmware to supply chain 📄 Download the full whitepaper for free — available in English: 👉 https://lnkd.in/dDHyUk-r Let’s create a safer connected world, starting with the Flash memory. #HardwareSecurity #IoTSecurity #AI #Whitepaper #RootOfTrust #Winbond #SecureFlash