Uploaded July 2025 | Updated September 2026, 2 weeks ago
The retail landscape is rapidly evolving, with AI-driven solutions reshaping how stores operate and engage with customers. Today's consumers expect personalized, efficient service, while staff need immediate access to accurate information on customer traffic, inventory, sales, and other key metrics. Meeting these demands requires powerful edge computing solutions that can process and deliver insights in real time.
Powered by Intel Xeon 6 CPUs running in a Cisco UCS server, the Edge IQ Retail Assistant exemplifies this potential. This technical demonstrator will be featured in the Intel Showcase (#3035) at Cisco Live 2025, taking place in San Diego, CA, from June 8 to 12, 2025. Attendees will get a firsthand experience of how generative AI can transform retail operations without relying on GPUs.
Thanks to a chatbot interface powered by open-source small language models and real-time data analytics, store associates can interact naturally through voice or text, receiving immediate information about product availability from Chooch's inventory system or crowd density from WaitTime's analytics platform. The assistant seamlessly translates these inquiries into actionable insights, helping staff make informed decisions that enhance customer experience while optimizing store operations, all powered by CPU processing.
You can also read our blog post at arcee.ai/blog/building-an-ai-retail-assistant-at-the-edge-with-small-language-models-and-intel-xeon-cpus
⭐️⭐️⭐️ While you're here, I’ve got a great deal for you! If you care about your online security, you need Proton Pass — the ultra-secure password manager from the creators of Proton Mail. GET 60% OFF at go.getproton.me/aff_c?offer_id=42&aff_id=13055&url_id=994 ⭐️⭐️⭐️
The retail landscape is rapidly evolving, with AI-driven solutions reshaping how stores operate and engage with customers. Today's consumers expect personalized, efficient service, while staff need immediate access to accurate information on customer traffic, inventory, sales, and other key metrics. Meeting these demands requires powerful edge computing solutions that can process and deliver insights in real time.
Powered by Intel Xeon 6 CPUs running in a Cisco UCS server, the Edge IQ Retail Assistant exemplifies this potential. This technical demonstrator will be featured in the Intel Showcase (#3035) at Cisco Live 2025, taking place in San Diego, CA, from June 8 to 12, 2025. Attendees will get a firsthand experience of how generative AI can transform retail operations without relying on GPUs.
Thanks to a chatbot interface powered by open-source small language models and real-time data analytics, store associates can interact naturally through voice or text, receiving immediate information about product availability from Chooch's inventory system or crowd density from WaitTime's analytics platform. The assistant seamlessly translates these inquiries into actionable insights, helping staff make informed decisions that enhance customer experience while optimizing store operations, all powered by CPU processing.
You can also read our blog post at arcee.ai/blog/building-an-ai-retail-assistant-at-the-edge-with-small-language-models-and-intel-xeon-cpus
⭐️⭐️⭐️ While you're here, I’ve got a great deal for you! If you care about your online security, you need Proton Pass — the ultra-secure password manager from the creators of Proton Mail. GET 60% OFF at go.getproton.me/aff_c?offer_id=42&aff_id=13055&url_id=994 ⭐️⭐️⭐️

![How Witty Works leverages Hugging Face to scale inclusive language
During this webinar, Elena Nazarenko, Lead Data Scientist at Witty Works, Lukas Kahwe Smith, CTO & Co-Founder at Witty Works and Julien Simon, Chief Evangelist at Hugging Face, discuss how Witty Works leverages Hugging Face to scale inclusive language.
[No HD version, sorry]
- The impact of Transformers on text classification use cases
- How Witty Works leverages Hugging Face to scale inclusive language
- How to perform domain-adaptive pretraining on a transformer model
Speakers
Elena Nazarenko - Lead Data Scientist at Witty Works
Lukas Kahwe Smith - CTO & Co-Founder at Witty Works
Julien Simon - Chief Evangelist at Hugging Face
About Witty Works
Witty is a Digital Writing Assistant for Inclusive Language that enables organizations to detect their own bias, in writing and in behavior, and fix it. Because language builds culture.
About Hugging Face
Hugging Face is a wildly popular community-based repository for open-source ML technology. It is a platform that stores, serves and manages the latest and greatest in open-sources ML models, including enabling customers to fine-tune these models and deploy them at scale.
Hugging Face is one of the most used platforms and is empowering 10,000 companies to integrate artificial intelligence into their products or workflows. How Witty Works leverages Hugging Face to scale inclusive language](https://i.ytimg.com/vi/Z_S1gfRFtgA/mqdefault.jpg)








