I think it’s happening, but not necessarily in the obvious “AI replaced X people” way yet.
It’ll happen in stages. First, Dell needs to get the tools, data and processes in place. SalesChat is an example of that. It may not currently replace an ISR, but if it can eventually handle the knowledge, quoting and routine work that an ISR does, you don’t need the same number of people.
The bigger impact will probably be fewer backfills, combining roles and people covering more accounts rather than an immediate one-for-one replacement.
I can see TSR/ISR roles becoming broader, with fewer people doing more. General SEs will cover more accounts with AI support, while Specialist SEs remain for the genuinely complex conversations.
AEs will increasingly have AI agents doing prospecting, research, CRM work, quotes, follow-ups and other day-to-day tasks. That doesn't necessarily mean “no AEs”; it means one AE can potentially manage far more business. At that point, the question becomes how many AEs Dell actually needs.
The same applies higher up the organisation. If fewer people are needed to manage accounts, you need fewer RSDs, ISMs and eventually fewer layers of management. That’s where I think the headcount impact becomes much more obvious.
Customers will also be pushed towards self-service. If a customer can get a quote, configure a system, place an order and get support through an AI agent, there is less reason to involve a Dell employee for routine business.
Partners fit into this as well. Dell can push more of the human interaction and account management to partners while its AI and digital platforms handle more of the underlying work.
I don't think humans disappear from sales. Strategic accounts, complex deals and difficult conversations will still need people. But the number of people required to support the same amount of revenue could fall significantly.
And I think hardware eventually follows the same model. Dell has already been moving towards more modular, repairable and upgradeable hardware. The traditional “replace the whole PC every few years” model could gradually become more about servicing, repairing and upgrading individual components.
So if you're asking whether AI has already reduced work at Dell: yes, I think the early signs are there, but we're probably still in the transition phase.
The bigger reduction comes when the AI isn't just helping someone do their job faster — when the process itself is redesigned around AI and the company realises it no longer needs the same number of people.
That's when you start seeing the real headcount reduction.