Back/TD SYNNEX Partners with SCAILIUM to Enhance AI Infrastructure and GPU Utilization
tech·February 27, 2026·snx

TD SYNNEX Partners with SCAILIUM to Enhance AI Infrastructure and GPU Utilization

ED
Editorial
Cashu Markets·3 min read
TL;DR
  • TD SYNNEX partners with SCAILIUM to enhance accessibility of advanced AI infrastructure solutions for their network providers.
  • The collaboration aims to improve GPU utilization and energy efficiency in AI deployment, addressing major industry challenges.
  • SCAILIUM’s AI Production Layer, distributed by TD SYNNEX, enhances data flow and operational efficiency without additional hardware costs.

### Strategic Partnership Elevates AI Infrastructure Solutions

In a significant development for the IT sector, SCAILIUM, recognized for its pioneering GPU-native software engine, the AI Production Layer, joins forces with TD SYNNEX, a leading global distributor and solutions aggregator. This strategic partnership aims to broaden the accessibility of SCAILIUM’s groundbreaking technology across TD SYNNEX’s expansive network of solution providers. By leveraging the innovative AI Production Layer, enterprises can improve GPU utilization by as much as 70%, addressing a critical challenge in the deployment of AI workloads while simultaneously minimizing energy consumption. This partnership not only represents a technological advancement but also underscores the necessity for efficient data management in large-scale AI applications.

According to Liam Galin, CEO of SCAILIUM, the transition of AI from a predominantly experimental phase to mainstream industrial deployment reveals that the primary hurdle lies within the data pipeline, rather than merely the models or the computational power available. Many enterprises investing heavily in GPU infrastructure face a troubling reality: significant portions of their GPU capacity—estimated at 40-70%—are wasted due to outdated, CPU-centric data pipelines. This scenario leads to what Galin describes as "GPU starvation," where a lack of sufficient data flow limits the effective use of their advanced processing capabilities. By implementing SCAILIUM’s AI Production Layer, organizations can strategically alleviate these bottlenecks, ensuring that their GPU assets are fully utilized and enhancing the return on investment.

TD SYNNEX’s Senior Vice President of Cloud, Security, and AI, Francisco Criado, emphasizes the urgency of tackling power constraints within the industry. Through its Destination AI™ initiative, TD SYNNEX is committed to equipping partners with effective solutions that address the limitations of current AI infrastructure. The collaborative effort with SCAILIUM is set to deliver measurable improvements in GPU utilization, energy efficiency, and overall performance in production environments. Notably, SCAILIUM’s software-only solution ensures that organizations can fetch data seamlessly for their GPUs, fostering quicker insights and operational efficiencies in AI-driven projects—not requiring additional hardware investments.

In addition to enhancing GPU efficiency, this partnership reflects an ongoing evolution in how enterprises approach AI deployment. The ability to adaptively manage data flows optimally positions TD SYNNEX and its partners to stay ahead in a rapidly changing tech landscape. As the demand for AI solutions continues to rise, collaborations like this become essential in mitigating the challenges associated with scaling AI workloads effectively and sustainably.

SCAILIUM’s AI Production Layer represents a critical advancement in the technology landscape, and its distribution through TD SYNNEX promises to catalyze further evolution in enterprise-level AI applications, ultimately driving innovation in energy-efficient computing.

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