TL;DR: Neither team in this year's World Series bought its way there. The Brewers rank 19th in payroll and the Rays rank 28th. Both win by developing the players they have, and the Brewers do it by giving every pitcher his own plan, built from data. Most sales teams do the opposite: they track outcomes, coach from gut feel, and train every rep the same way. Fix #4 is to use data to personalize each rep's path.
Look at this year's World Series and notice who isn't playing.
No Dodgers (Sorry Larry). No Yankees (Sorry Lee). No Mets. The teams with the biggest checkbooks are home watching on TV like the rest of us.
Instead, it's the Milwaukee Brewers, with the 19th-highest payroll in baseball, against the Tampa Bay Rays, with the third-lowest. Sports Illustrated puts the Rays at about $96 million and the Brewers at about $146 million. Some teams spend more than that on three players.
So how do two budget teams end up playing for a title?
They don't buy talent. They develop it. And they do it with data on every player.
There's a lesson in that for every CEO who has wondered why their sales team isn't getting better.
This is Fix #4 in my series Your Sales Training Didn't Fail, Your System Did. We've covered making training a daily habit, instant implementation, and turning sales managers into coaches. Now: using data to personalize the path.
"It's the Dosage of the Medicine"
In 2019, the Brewers turned an old clubhouse at their Arizona complex into a pitching lab. High-speed cameras sit behind practice mounds across the organization. Radar systems measure every pitch's velocity, spin, and movement. A second after a pitcher lets go of the ball, he can watch a slow-motion video of his release.
But the data isn't the secret. What they do with it is.
The Brewers don't hand every pitcher the same report. Pitching coach Chris Hook builds a plan for each one, and he decides how much of the data each pitcher gets and when. In a February interview with MLB.com, he put it this way:
"It's the dosage of the medicine."
Some pitchers want every number. Others drown in them. In 2020, an MLB.com report found that Brandon Woodruff had been "pitching to some of the numbers," so the coaches changed how they gave him information. In that same 2020 report, Josh Hader, then the Brewers' closer, called himself "a visual guy," so he worked from video instead of spreadsheets.
And the Brewers build on what a pitcher already does well instead of tearing him down and rebuilding him. As one newly acquired pitcher, Brandon Sproat, put it: "They're taking what I had and making it better."
Same lab. Same data. A different plan for every player.
Now Look at Your Sales Team
Meet Sarah and Marcus. Both finished last quarter at 70% of quota.
Their CRM dashboards look almost identical: fewer deals in late stages and a close rate that slipped. So their manager does what most managers do. He signs them both up for the same closing-skills refresher and tells them to push harder at the end of the deal.
Here's what the dashboard didn't show.
Sarah's problem isn't closing. It's qualifying. She takes every meeting she can get, so her pipeline is full of deals that were never real. Of course they don't close.
Marcus has the opposite problem. He qualifies so hard that he walks away from deals he could have won. His pipeline is thin, but what's in it is solid.
Same number. Opposite causes. The closing refresher doesn't help Sarah, and pushing Marcus harder at the end of the deal does nothing for the deals he never let into his pipeline.
If the Brewers coached this way, they'd send every pitcher with a high ERA to the same bullpen session. Nobody would accept that in baseball. We accept it in sales every day.
Your CRM Says Who's Behind. It Can't Tell You Why.
Most companies have plenty of sales data. The problem is that almost all of it measures outcomes, not skills.
What your CRM shows youWhat it can't show youCalls, emails, and meetings loggedWhether the rep asked good questions in those meetingsDeals by pipeline stageWhy a deal stalled at that stageWin rate and average deal sizeWhich selling skill is missingWho hit quota and who didn'tWhether the rep is coachable, and what to coach first
The CRM is a great scoreboard. But a scoreboard tells you the score. It doesn't tell a pitcher why his slider stopped breaking.
Outcome data tells you where to look. Skill data tells you what to fix.
What Does Coaching From Gut Feel Cost You?
Without skill data, even good managers end up guessing. That shows up in three ways.
- They coach to the last lost deal. The deal that slipped on Friday sets Monday's agenda. It's the most memorable problem, not necessarily the most important one. A rep's real pattern only shows up across dozens of deals, and no manager can hold that in his head for ten reps.
- Everyone gets the same training. The top performer and the struggling rookie sit through the same session. One is bored. The other is overwhelmed. Neither gets what they actually need, and both learn that training is something to sit through.
- You can't prove anything worked. Without a baseline, there's no way to know whether last year's training moved a single skill. So the next budget conversation runs on gut feel too. Training becomes the first line item cut when the quarter gets tight, because nobody can show what it returned.
That third one matters most to a CEO. The Brewers don't guess whether a pitcher is improving. They measure it. You can do the same with your reps.
How Do You Personalize the Dosage for Each Rep?
At SalesIndex, we built our approach the way the Brewers built their pitching lab: measure each player, then give each one his own plan.
Assess. Every rep takes an objective assessment of 21 core sales competencies, built by our data science partner, Objective Management Group. Now you know Sarah's issue is qualifying and Marcus's is the opposite. You also see the whole team, so you can tell whether you have a skill problem, a hiring problem, or a management problem.
Coach. Each rep gets personalized daily audio coaching on their own growth edge. Sarah hears about qualifying. Marcus hears about something else entirely. Ten minutes in the car, then they put it to work on the next call.
Train. Managers learn to coach to the data. Instead of one-on-ones that circle the pipeline, every conversation has a clear topic: the one skill that will move the needle for this rep right now.
That's the dosage of the medicine, applied to sales. The same data, delivered differently to every rep.
One caution, and it comes from the Brewers' own owner. Mark Attanasio has warned that "you can get too analytic and have too many inputs, and lose the forest for the trees." He's right. Data doesn't replace the coach. It tells the coach where to point.
Does Every Rep Have a Growth Edge?
Whoever wins this week, two of the most budget-conscious teams in baseball made it to the World Series. They did it by knowing exactly what each player needed.
Your sales team doesn't need a bigger budget either. It needs better information about the people you already have.
Every rep has a growth edge. Data shows you where it is.
And once you see the data, you'll probably find something that surprises you: your top performers have growth edges too. That's Fix #5, getting every rep involved, and it's coming next.
The Brewers know each pitcher's growth edge before he throws a single bullpen session. Do you know each rep's? A SalesIndex assessment shows you exactly where every rep is strong and where they need help. Let's talk.
