Symbolic Mind Collaborates With Intel to Bring AI Training, Not Just Inference, to CPU-Based Server Infrastructure

Charm™ AI is the enterprise-scale language model trained and served entirely on CPU servers, validated on Intel Xeon 6 processors.

SAN DIEGO, Oct. 27, 2026 /PRNewswire/ -- Symbolic Mind, Inc., an enterprise AI platform company, today announced plans to bring Charm AI to enterprises that need to train and run models inside their own infrastructure. Working with Intel, Symbolic Mind, Inc. has completed a proof-of-concept on Intel Xeon 6 processors and are now taking the result to market.

Symbolic Mind's Deep Control™ AI architecture delivers order-of-magnitude reductions in training and inference cost by running both processes on CPU-based servers. Symbolic Mind was able to leverage Intel VTune Profiler and IntelAdvisor in achieving these cost & performance gains. Alongside those, Charm AI learns continuously — accuracy improves as new customer data is added, rather than degrading — and keeps data, models and intellectual property inside the customer's own environment.¹

"We are going to deliver our Charm AI model through multiple channels, including but not limited to hyperscaler marketplaces, on-premises deployments and standalone AI server appliances, powered by Intel Xeon processors, especially for regulated industries such as finance, insurance and healthcare," said Vamsi Sistla, Symbolic Mind CEO and Co-Founder.

"Enterprises are looking for practical ways to leverage the power of AI without having to overcomplicate their IT infrastructure deployments," said Lynn Comp, Intel, Head of Xeon Market Readiness. "Symbolic Mind's efforts underscores how organizations can train and run AI entirely on Intel Xeon 6 processors, enabling AI adoption on existing CPU-based infrastructure while maintaining control of their data, costs and operations."

Symbolic Mind plans to offer an AI-Ready Rack as a turnkey solution for corporate customers to train and run their own models. A small number of racks of CPU servers provides enough computational power to train and run enterprise AI models.

¹ Technical detail and proof points for Charm AI on Intel® Xeon® 6 processors: Symbolic Mind — Charm Frontier AI on CPUs, Partner Brief (intel.com)

ABOUT SYMBOLIC MIND, INC.

Symbolic Mind, Inc. is enterprise software that lets companies build and own their own frontier AI. Its patent-pending Deep Control™ neuro-symbolic architecture trains and serves purpose-built, domain-specific models on commodity CPU servers, so customers can train on their own data inside their own private cloud and own, audit and control the models that result. Symbolic Mind's Charm™ AI model uses linear computational complexity rather than the quadratic attention complexity of transformer models. Founded in 2023 and incorporated in Delaware, the company has offices in the United States (Seattle, Washington), Israel, India and Brazil. Learn more at symbolicmind.ai.

MEDIA CONTACT
Symbolic Mind, Inc.
Vamsi Sistla, CEO and Co-Founder
(425) 243-7464
[email protected]

©Intel, the Intel logo and other Intel marks are trademarks of Intel Corporation or its subsidiaries. Charm and Deep Control are trademarks of Symbolic Mind, Inc.

SOURCE Symbolic Mind and Intel