There’s a lot of talk right now about what AI means for sales teams, most of it written by people who don’t carry a quota. The usual framing is replacement: fewer reps, AI-SDRs and AEs, pipeline on autopilot. That’s not what we’re seeing, and it’s not what the people closing deals are experiencing either.
So instead of adding another opinion piece to the pile, we asked one of our own. Alex Slaney is an Account Executive at Airspeed, working multi stakeholder enterprise deals every week. We asked him what actually changed when AI became part of how he sells, not in theory, but in his Tuesday mornings and his pipeline reviews.
Here’s what he told us.
The Sunday night test
The first thing Alex mentioned wasn’t a feature, but a nagging feeling that disappeared.
“Sunday nights had this background noise that I didn’t even fully clock until it was gone. Not stress exactly, more like this constant low level awareness that I might have missed something in one of my deals, but didn’t know what.”
Every AE knows that noise. A deal you haven’t updated. Something a prospect said on Wednesday that never made it out of your head and into the record. Fridays used to end with a stack of follow-ups, reconstructed from mid-call notes or from re-listening to recordings, stopping and starting at the parts that seemed to matter.
“What changed isn’t just the time saved. It’s that I actually trust my own pipeline now. I know what’s in it, I know why, and I know what needs to happen next. My follow-ups are done two minutes after the call ends. Then I move on.”
That’s the biggest impact. Not saved hours, though those are real too. It’s the confidence that nothing is quietly rotting in a deal you haven’t looked at in a week.
Mornings start with the hardest thing
Ask most reps how they start their day and you’ll hear some version of inbox triage. Alex starts with a prep report that’s already done the triage for him: what calls are coming, what the actions are, what needs attention.
“This morning it was clear one of my bigger enterprise deals had a hard blocker, security sign off holding up the start of a POV. That went straight to the top of my list. A few months ago I’d probably have drifted to easier stuff first without realising I was doing it.”
That’s an honest admission, and it points at something most productivity conversations miss. The problem was never that reps don’t know how to prioritise. It’s that without a clear picture, the easy tasks always look reasonable. When the picture is obvious, so is the priority.
Signals you can actually do something with
Alex told us about a recent deal with three stakeholders in play: a champion in RevOps, a Sales Director, and a CRO. After one call, the MEDDPICC updated automatically and flagged something that would have been easy to let slide: the CRO had a stated preference for a competitor he’d used before, and the champion had delivered the line every AE has heard. Nobody gets fired for picking the market leader.
“Once it was flagged, I could actually do something with it, arm my champion, reframe the conversation at the top, get to the CRO earlier than I otherwise would have.”
There was also a renewal notice period on the incumbent’s contract, a timing window that would have vanished between calls without something tracking it.
“The CRO dynamic was always going to be the hardest part of that deal. Having it surfaced early meant I could go in with a strategy rather than a feeling. I knew I had one shot at that CRO conversation and I had to be prepared before I was in it. Because of that preparation, we won the deal.”
Signals are everywhere in sales tooling right now. The difference between a signal and a dashboard decoration is whether you find out in time to change your approach.
Never walking into a call blind
Anyone who has inherited an account knows the specific dread of discovering history mid-call. Alex has been there.
“I had one where pricing had already been discussed and pushed back on six months before I got involved. Nothing captured. Call’s going fine and then the prospect says, we’ve already been through all this.”
It’s recoverable, but you look like you haven’t done the basic work on your own deal. Now every conversation, commitment, and objection from an account’s history travels with the deal, whoever worked it first. “That particular situation just doesn’t happen anymore.”
Prep is how you read the room
One story stood out because it wasn’t about efficiency at all. Alex had a demo with a senior stakeholder his prep had pegged clearly: time-poor, sceptical, and burnt by a messy implementation at a previous vendor. The kind of person who tells you upfront he’s leaving at the 30 minute mark and opens with, why should we buy from you.
Alex didn’t run the standard demo flow. He built the call around what would land for this specific person: the proactive side of the platform, information surfaced without anyone having to go looking. Twenty minutes in, the stakeholder was engaged but waiting. So Alex ran a live agent and showed deal risks and team updates landing in Slack automatically.
“He shifted visibly. At the end of the call he said, I’ll be honest, the last fifteen minutes were a lot more interesting for me. What I’m proud of with that one isn’t the feature, it’s that I read the room correctly before I even got into it. The prep gave me that.”
Pipeline reviews stop being theatre
If you’ve ever sat in a pipeline review, you know the genre. The rep performs a slightly optimistic monologue from memory, the manager nods along, and everyone silently agrees not to push too hard.
“Now we both have the same picture before we even start talking. The MEDDPICC’s filled in, risks are flagged, I know where the gaps are. I can say economic buyer isn’t confirmed, paper process is weak, here’s what I’m doing about it, not because I’ve rehearsed it but because I actually know.”
The conversation becomes about strategy instead of status. That’s a better use of everyone’s time, and it’s more honest, which matters more than anyone likes to admit.
The one thing AI will never do
We ended by asking Alex to finish the sentence: the one thing AI will never do in sales is ___.
“Earn trust from the buyer and build the relationship. Everyone says people buy from people. What they actually mean is people buy from people they trust.”
Trust is the point in a deal where the buyer lays it all on the table, tells you exactly what their leadership needs to see, and starts helping you get it across the line. That happens because of something accumulated: you listened properly across multiple calls, you followed through on what you said, you showed up like someone they could trust with the real version of events.
Alex has a deal right now where his champion is sharing materials internally and scheduling calls with senior stakeholders, completely unprompted. No AI did that. What AI did was give him the time and clarity to be fully present in the conversations that built it, instead of half-present and thinking about what he hadn’t updated in the CRM.
That’s what AI native selling looks like from the inside. Not fewer humans in the deal. Better prepared ones.
