AI Agent

AI Agents Reshape Memory Hierarchy: Next-Gen NAND | TrendForce

AI Agents Reshape Memory Hierarchy: Next-Gen NAND

Sep 01, 2026 | PDF

AI agents are driving up demand for KV cache and token storage, reshaping memory architecture. Cost considerations are pushing token storage down from expensive HBM and DRAM to SSDs. NAND suppliers ar...

The Rise of AI Agent Applications Will Drive Demand for Core Semiconductor Components from Edge to Cloud | TrendForce

The Rise of AI Agent Applications Will Drive Demand for Core Semiconductor Components from Edge to Cloud

Aug 06, 2026 | PDF

This report focuses on the development trends of AI agent applications, revealing how they are changing the existing social landscape, and analyzes the possible shifts in AI core computing hardware co...

1Q26 Revenue Ranking among Enterprise SSD Suppliers | TrendForce

1Q26 Revenue Ranking among Enterprise SSD Suppliers

May 28, 2026 | PDF

The explosion in global AI service demand has triggered a severe supply-demand imbalance in the enterprise SSD market, driving quarterly revenue and contract prices to historic highs. Major suppliers...

(Revised) Enterprise SSD Contract Price 1Q26 | TrendForce

(Revised) Enterprise SSD Contract Price 1Q26

Feb 12, 2026 | PDF

Driven by AI adoption and Nvidia's new architecture, Enterprise SSD demand is skyrocketing. With suppliers prioritizing DRAM, NAND capacity remains constrained, pushing contract prices to record highs...

Enterprise SSD Contract Price 1Q26 | TrendForce

Enterprise SSD Contract Price 1Q26

Jan 27, 2026 | PDF

Driven by the AI Agent boom and Nvidia’s new DPU, Enterprise SSD demand has exploded. With suppliers prioritizing DRAM, severe shortages have triggered panic buying and record-breaking price hikes. As...

AI Reshapes Memory: Market Revenue to Peak by 2027 | TrendForce

AI Reshapes Memory: Market Revenue to Peak by 2027

Jan 20, 2026 | PDF

AI infrastructure upgrades are driving structural memory demand, making DRAM and NAND Flash critical resources. Heavy CSP investment is pushing prices and revenue to record highs. With persistent shor...

Trends to Watch 2026: Agentic AI and Real-time Inference | TrendForce

Trends to Watch 2026: Agentic AI and Real-time Inference

Jan 13, 2026 | PDF

Despite market headwinds, strategic pivots and supply chain optimization successfully offset revenue pressure. Cost controls significantly improved margins. With continued R&D investment strengthening...

BlueField-4 Powers AI Agents: Driving SSD & Inference Demand | TrendForce

BlueField-4 Powers AI Agents: Driving SSD & Inference Demand

Jan 09, 2026 | PDF

AIGC mass adoption drives AI Agent and inference demand. NVIDIA's BlueField-4 platform optimizes network architecture, expanding DDR5 memory pools and boosting high-performance SSD requiremen...

AI-Native 6G Revolution: Supply-Chain Strategies from 5G-Advanced | TrendForce

AI-Native 6G Revolution: Supply-Chain Strategies from 5G-Advanced

Jan 06, 2026 | PDF

The arrival of 6G marks a fundamental shift toward fully AI-native network architectures, reshaping both communications technologies and market structures. Compared with 5G-Advanced, 6G design places...

Server Market Bulletin - Nov. 13, 2025 | TrendForce

Server Market Bulletin - Nov. 13, 2025

Nov 13, 2025 | PDF

This report notes AI investment drives cloud and server demand as CSPs and OEMs expand capex and deployment, with in-house chips advancing.

NVIDIA’s GB200 Rack Shipments Will Increase After 2Q25; Computex Highlights Applications Related to AI Agents and Expanded Investments in Taiwan That Will Spur Long-Term Development of AI Server Supply Chai | TrendForce

NVIDIA’s GB200 Rack Shipments Will Increase After 2Q25; Computex Highlights Applications Related to AI Agents and Expanded Investments in Taiwan That Will Spur Long-Term Development of AI Server Supply Chai

May 21, 2025 | PDF

"TrendForce reports that NVIDIA announced plans at Computex 2025 to expand investments and strengthen AI server supply chain cooperation in Taiwan, including building AI supercomputers, expan...

NVIDIA’s GB200 Rack Shipments Will Increase After 2Q25; Computex Highlights Applications Related to AI Agents and Expanded Investments in Taiwan That Will Spur Long-Term Development of AI Server Supply Chain | TrendForce

NVIDIA’s GB200 Rack Shipments Will Increase After 2Q25; Computex Highlights Applications Related to AI Agents and Expanded Investments in Taiwan That Will Spur Long-Term Development of AI Server Supply Chain

May 21, 2025 | PDF

According to TrendForce’s latest supply chain survey, NVIDIA announced an ambitious series of plans at Computex 2025 to expand its investment and enhance supply chain cooperation in Taiwan...

The Rise of DeepSeek and Trends in Agentic AI Applications | TrendForce

The Rise of DeepSeek and Trends in Agentic AI Applications

Feb 12, 2025 | PDF

DeepSeek’s rapid rise not only highlights the role of algorithm optimization in balancing model performance and hardware efficiency but also signals a shift in AI development toward inference-driven a...

Get in touch with us


Get in touch with us