HP is pitching a new way to manage corporate laptops and other workplace devices, using artificial intelligence to spot problems before employees notice them. In a recent conversation featured by The Neuron, HP executive Larry Meadows described how the company’s Workforce Experience Platform, or WXP, is designed to help IT teams move from reactive support to more predictive device management.

The platform pulls together information from large device fleets and analyzes it with AI to surface issues that could affect employee productivity. According to the discussion, WXP is meant to give IT staff a central view of equipment health rather than forcing them to juggle many separate tools and portals. HP says the goal is to reduce the manual work involved in keeping devices running and to make support more proactive.

One of the key features highlighted in the video is a smart refresh capability that helps companies decide which PCs should be replaced. Rather than relying only on age or fixed upgrade schedules, the system uses data to identify machines that may need attention sooner. HP framed this as a way to direct refresh budgets more efficiently and avoid unnecessary replacements.

Meadows also described a live dashboard demonstration showing how the platform can recommend software fixes across a fleet that HP says spans 50 million devices. The company’s pitch is that AI can help IT teams detect patterns in device behavior, recommend actions and address issues before they grow into outages or widespread support tickets.

The video also touched on broader pressures facing enterprise IT. HP said leaders are dealing with an expanding number of tools and portals, which makes it harder to manage employees’ devices consistently. By consolidating signals into one system, HP argues that IT teams can spend less time switching between dashboards and more time resolving actual problems.

Another topic raised in the discussion was memory shortages across the industry. The source material describes this as a global memory crisis, suggesting that hardware constraints remain a live concern for device planners as they consider refresh cycles and procurement strategies. The conversation did not provide additional detail on the cause of the shortage, but it presented the issue as one that can affect planning for enterprise fleets.

HP’s messaging around WXP fits a growing trend in enterprise software, where vendors are applying AI to infrastructure and support tasks that were previously handled manually. In this case, the company is positioning AI as a tool for what it calls invisible IT, an approach in which systems quietly anticipate and solve problems before workers are disrupted.

The platform’s emphasis on prediction rather than response may appeal to organizations looking to reduce downtime and support costs, especially as device fleets grow larger and more complex. HP’s presentation suggests that it sees the future of workplace IT in systems that continuously monitor devices, flag emerging issues and guide teams toward faster interventions.

While the source material is centered on HP’s own demonstration and explanation, it shows how the company is trying to translate AI from a broad business buzzword into a practical device management layer. For IT departments under pressure to support remote and hybrid workforces, that message is likely to resonate. Whether it becomes a standard approach across the industry will depend on how well the platform performs in real deployments and how much trust organizations place in AI-generated recommendations.