Salesforce Was Ignoring 75% of 250,000 Leads a Week. Their CMO Explains the Fix.
Read that number again. A quarter million leads a week, and three out of four never got a call or an email. The reps weren't lazy. No human team on earth could keep up with that volume.
That's the confession Dina Apostolou, CMO at Salesforce, brought to The Revenue Vault. And it's the reason this episode matters for anyone running a sales team, whether you have 10 reps or 10,000.
Here's what she said, and what you should do about it.
Why is your best rep spending 60% of the day on admin?
Salesforce's own research puts it at 60%. Six out of every ten hours lost to data entry, follow-ups, and research. Marcus sees the same thing in the field, and on some teams he thinks 60% is generous.
Picture the AE he talked to last week. Big org, over a thousand reps. This seller was handed 400-plus accounts and no system to work them. So he goes in by hand, sorts, segments, researches, and figures out who to contact. By the time that's done, there's no time left to actually sell. Multiply that by a thousand reps and you have a company paying for revenue production and getting paper-pushing instead.
Dina's diagnosis is sharp: the admin tax is systemic. Leaders keep trying to fix it with more training and more pressure, and it doesn't move. It's a system problem, and it needs a system answer.
What actually changed when Salesforce turned agents on?
They didn't sell this before they lived it. Salesforce calls itself customer zero. Everything they ship, they run on their own field org first.
So they put agents behind the forms and workflows that engage leads on their website. The results since 2025:
100 million leads touched
14,000 meetings booked for reps
Roughly $90 million in pipeline generated
All of that happened before an SDR joined the first conversation. The agents did the heavy lifting at the top of the funnel, and the humans walked into calendars full of qualified meetings.
And this isn't a big-company-only story. Dina pointed to an equipment manufacturer getting 200 leads a week with two people who couldn't keep up. They put a digital workforce next to their human reps, cut their lead response time, and started building real book of business out of leads that used to die on the vine.
Where are your revenue leaks hiding?
This is the part that should sting.
Marcus described an eight-figure company, around $15 million a year, 10 reps. The CEO went into the system himself and found leads where customers had literally replied "I'm ready to go." Nobody responded.
Those weren't cold leads. They were closed deals that the team let evaporate. The reps cared. They were buried, and the low-hanging fruit fell through the cracks while they juggled everything else.
Every team has these leaks. The question is whether you've built a system that catches them or one that lets them drain quietly.
Where does AI work today, and where does it fall short?
Dina was straight about the hype. AI works when you have the right data and context at the foundation. It doesn't take 12 months to get there. You take small, incremental steps to build the data layer that sits on top of your CRM, and you keep that living data close to where the agents work.
It falls short when a leader says, "I'm not sure where my biggest problem is, so I'll try to fix five things at once." That fails every time.
Her advice: pick the single use case where you feel the most pain. Maybe it's pipeline reviews where you get six different answers to one question. Maybe it's forecasting, because you don't want to change your number 45 days into the quarter. Build sponsorship around that one area, prove it, then scale. Teams that do this move from experimentation to production far faster than teams that boil the ocean.
What has to be in place before you roll this out?
Not just executive sign-off. Real endorsement across the people who make it work: RevOps, enablement, education. This is change management, and it takes time.
The teams that get it right appoint a small group to work with the reps, sit in on regional calls, and talk through the value until behavior actually shifts. They socialize the initiative across marketing, customer success, and product so every function understands what's being tested and how it helps them move faster too.
And they define success up front. Pick the business use case, then name the outcome you're solving for and the metrics that prove it. No metrics, no proof, no scale.
What does a sales team look like in five years?
Dina's prediction: the teams that win will look nothing like they do today.
Expect smaller core human teams running much bigger books of business, because the digital workforce handles the high-volume work at the front of the funnel. Expect more humans deployed in the middle of the funnel to drive progression and acceleration. One of her customers, Brandon Metcalf at Asymbl, put it perfectly: "I'm a small business, but I want to act like a company 10x our size."
The reps who thrive will be the ones who learn to work alongside an agent and bring what agents can't: judgment, empathy, creativity, trust. Sales leaders will stop managing activity and start managing outcomes. And data becomes the center of gravity, because that's what trains the agents and powers the people.
This changes hiring too. Dina's point to founders and CEOs: you can't run your business the way you did a decade ago, and the change can't stop at the rep level. Marcus put it plainly for his own company. He hires for systems thinkers, people who build the processes and agents that make their own jobs easier.
The takeaway
The admin tax is a system you built. That means it's a system you can fix. Fix it and you stop leaking the deals that were already yours.
Salesforce proved it on their own team before they ever asked a customer to believe it. The playbook is simple to say and hard to skip: find your biggest point of pain, build the data and sponsorship around it, prove one use case, then scale.
Want to find the revenue leaks in your own org? Book a free 45-minute Executive Snapshot with Venli Consulting at below. We'll show you exactly where your pipeline is draining and what to fix first.
