GLOBAL RESEARCH ARCHIVE
“TOP 5” Takeaways From Virtual NDR With HP's President of Personal Systems
Research evidence excerpt
“TOP 5” Takeaways From Virtual NDR With HP's President of Personal Systems
June 23, 2026
AI at the Edge + Tokenomics: A key emerging tailwind for AI PCs is the growing cost of cloud-
based AI usage, particularly as enterprises increasingly use tokens across day-to-day workflows.
HP sees a hybrid AI architecture taking shape, with frontier models and deep research workloads
remaining in the cloud while more repetitive or lower-complexity tasks shift to the device. This
helps to create a more compelling TCO argument for AI-capable PCs, where an incremental
$200-300 of upfront system cost could potentially translate into $500 or more of annual per-user
token savings. This dynamic is also helping the repricing conversation, as AI PCs can be
positioned around tangible productivity and cost benefits rather than simply higher hardware
specifications. Looking into CY27, Mr. Patel believes this dynamic could make the AI PC
opportunity richer than current forecasts suggest.
Structural PS Segment Cost Savings: Rather than relying solely on a reversal in memory
costs, HP is pursuing structural actions across both operating expenses and system BOM costs.
The company-wide cost program (AI Savings Program) is centered on improving productivity,
accelerating product innovation and enhancing customer experience, with Personal Systems
expected to play an integral part. Examples include AI agents for channel partners (dubbed
Digital Teammate), automation across order entry and sales returns, and software-development
modernization through platform simplification and AI-enabled developer productivity. Within PS,
the company is also pursuing design-for-cost initiatives such as platform redesign, alternative
system architectures and greater flexibility around component selection.
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