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Lenovo Hybrid AI Advantage™ helps enterprises deploy autonomous AI where data is created and decisions are made while reducing inference costs by up to 8X
Lenovo has announced the expansion of the Lenovo Hybrid AI Advantage™ with a portfolio of AI inferencing and agentic AI innovations designed to help organizations deploy AI agents faster, reduce token costs, and run AI economically from device to AI factory. As AI moves from model training to continuous inference and autonomous execution, enterprises face a new challenge: how to deliver intelligence at scale while achieving sustainable costs. Organizations need the flexibility to run AI where data is created and decisions are made—on AI PCs, devices, and workstations; in the data center; or in the cloud. Lenovo’s hybrid AI factory enables inference everywhere, helping customers place AI closer to their data, users, and business processes while optimizing performance, cost, security, and governance.
As hybrid AI inferencing becomes the primary driver of enterprise AI spending, Lenovo is expanding its Hybrid AI portfolio with new inference-optimized platforms. Through collaboration with ecosystem leaders including NVIDIA, Intel, Red Hat, and Canonical, Lenovo is delivering open, scalable solutions that simplify AI deployment with only a few clicks, accelerate time-to-value, and improve AI economics across hybrid environments.
Together, these platforms advance Lenovo’s vision of bringing intelligence closer to users, data, and business processes while optimizing performance, governance, and cost. Built on Lenovo Hybrid AI Advantage™ and supported by flexible deployment and consumption models, the solutions address growing concerns around AI cost control, usage and AI return on investment. Industry research2 shows that 92% of organizations deploying agentic AI report costs exceeding expectations. Lenovo’s inference-optimized architecture helps address these challenges by delivering high-performance CPU-based inferencing, scalable infrastructure, and improved token economics. For AI workloads requiring sustained CPU and GPU utilization, Lenovo solutions can deliver up to 8X lower cost per token than cloud-based infrastructure-as-a-service environments and up to 18X lower cost per million tokens compared with model-as-a-service APIs3, helping organizations deploy and scale AI more efficiently across the hybrid AI continuum.
Building on this inferencing foundation, Lenovo is introducing new agentic AI capabilities designed to help organizations increase productivity and reduce operational complexity. With one-click deployment of autonomous and long-running agents, Lenovo ensures customers have everything they need from the desktop to the data center to start harnessing value with agentic AI and realize measurable business outcomes.
Lenovo is expanding these capabilities across a growing range of enterprise use cases, including:
The Lenovo ThinkStation PGX serves as both an entry point and endpoint for local AI execution, providing a seamless path from proof of concept to production-scale deployments through Lenovo ThinkStation PGX and ThinkStation PX solutions. Initial customer engagement will focus on demonstrating business value through limited-access co-development programs.
Lenovo is also expanding agentic AI into industry-specific applications such as retail environments. A planned AI-powered kiosk acting like a digital associate in the aisle will help customers locate products faster, check inventory, discover promotions, and receive personalized assistance, while reducing employee workload and helping retailers streamline store operations.
As organizations confront increasing concerns around data privacy, governance, and AI security, Lenovo’s AI infrastructure portfolio continues to advance a trust-by-design approach to AI deployment, keeping humans in control—from experimentation through autonomous execution.
New capabilities include:
Lenovo’s integrated approach combines infrastructure, software, services, and solutions to help customers scale AI confidently while maintaining control of data, security, and compliance. Futurum notes, “Organizations that execute a thoughtful, integrated strategy across hardware, software, and services over the next 12 to 18 months will establish a significant competitive advantage as AI becomes central to their operations4.”
“As captured by the Lenovo CIO Playbook 2026, 94% of organizations are planning to increase their AI investment over the next year1, and enterprises are moving beyond AI experimentation and demanding measurable business outcomes,” said Ashley Gorakhpurwalla, President of Infrastructure Solutions at Lenovo. “Lenovo is uniquely positioned to help customers deploy AI where it creates the greatest value—while dramatically improving token economics, accelerating time-to-value, and maintaining the trust, security, and governance organizations require.”
More information about the Lenovo Hybrid AI Advantage™
More information about Lenovo’s portfolio of AI inferencing and agentic AI innovations