Sony Semiconductor Brings Inference Close To The Edge
Steve McDowell
Contributor
Chief Analyst & CEO, NAND Research.
https://www.forbes.com/sites/stevem...close-to-the-edge/?sh=660e80bb34f9#open-web-0
Mar 27, 2024,04:12pm EDT
Sony Semiconductor Solutions Group
NURPHOTO VIA GETTY IMAGES
AI only matters to businesses if the technology enables competitive differentiation or drives increased efficiencies. The past year has seen technology companies focus on training models that promise to change enterprises across industries. While training has been the focus, the recent NVIDIA GTC event showcased a rapid transition towards inference, where actual business value lay.
AI at the Retail Edge
Retail is one of the industries that promises to benefit most from AI. Generative AI and large language models aside, retail organizations are already deploying image recognition systems for diverse tasks, from inventory control and loss prevention to customer service.
Earlier this year, Nvidia published its
2024 State of AI in Retail and CPG report that takes a survey-based approach to understanding the use of AI in the retail sector. Nvidia found that 42% percent of retailers already use AI, with an additional 34% assessing or piloting AI programs. Narrowing the aperture, among large retailers with revenues of more than $500 million, the adoption of AI stretches to 64%. That’s a massive market.
The challenge for retailers and the array of ecosystem partners catering to them is that AI can be complex. Large language models and generative AI require infrastructure that scales beyond the capabilities of many retail locations. Using the cloud to solve those problems isn't always practical, either, as applications like vision processing need to be done at the edge, where the data lives.
Sony’s Platform Approach to On-Device Inference
Sony Semiconductor Solutions Corporation took on the challenge of simplifying vision processing and inference, resulting in the introduction of its
AITRIOS edge AI sensing platform. AITRIOS addresses six significant cloud challenges based IoT systems, including handling large data volumes, enhancing data privacy, reducing latency, conserving energy, ensuring service continuity, and securing data.
AITRIOS accelerates the deployment of edge AI-powered sensing solutions across industries, enabling a comprehensive ecosystem for creating solutions that blend edge computing and cloud technologies.
Sony Semiconductor Solutions Corporation took on the challenge of simplifying vision processing and inference, resulting in its AITRIOS edge AI sensing platform.
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