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- π AI Made Your Team 3x Faster. What Do You Do For Your Team?πΊ
π AI Made Your Team 3x Faster. What Do You Do For Your Team?πΊ
The productivity gains are real. What's the incentive?
Good morning, Salesforce Nerd! Your Salesforce team is faster than it's ever been ποΈπ¨.
According to Microsoft's 2026 Work Trend Index, 58% of AI users say they're producing work they couldn't have done a year ago.
Your admins are spinning up field sets in minutes πͺ. Your architects are designing integrations that used to take a week of whiteboarding π§βπ¬.
The productivity story is real. Your CFO is thrilled π.
But who is actually benefiting from this increased productivity?

THE KITCHEN IS ON FIRE π₯ (IN A GOOD WAY π)
How does the AI value gap affect Salesforce team retention?
Think of your Salesforce team as a restaurant kitchen π§βπ³. You just installed equipment that lets each cook produce three times the plates per shift.
π₯ The dining room is packed!
π Revenue is up!
π Yelp reviews are glowing!
The cookβs wages? Same as last quarter π€.
This is the AI value gap π AI creates a bigger pie, and the people baking it aren't getting a bigger slice. The company captures margin. Management captures career capital ("my team shipped 3x this quarter"). End users get better dashboards and smoother processes.
The Salesforce professional gets a pat on the back and the quiet expectation that 3x is now the floor π€.
Payscale's 2026 Compensation Report puts a number on it- median pay increases sit at 3.5%, even as AI-augmented output has grown by multiples. 60% of companies want AI skills in the job posting. Barely half are willing to actually pay for them π€.
THE RATCHET HAS NO REVERSE GEAR
What 3x productivity actually costs the person delivering it
Three times the throughput means three times the decisions, three times the context switches, three times the QA. AI output still needs a human with judgment reviewing the deliverable.
The hours look the same @ 40hrs/week. The Salesforce professional is dialed up π₯΅. Leadership is ecstatic- more productivity with the same investment π.
Sure, your Salesforce professional is only logging 40 hours week. But they're processing 120 hours of cognitive decisions in those 40 hours.
Think about it, just 10yrs ago consumer AI didnβt exist and now itβs built into every app and window on your machine. And today, youβre mandating insisting encouraging your workers integrate it into their workflows to increase their productivity and effectiveness. And many do, even beyond what you thought was possible π€―!
Your best and brightest continue to move the companyβs most important needles. Even your weakest employees are doing more- creating large sets of new fields, loading test data for UAT, and bulk updating another Opportunity stage change - all with a single Claude prompt via the Salesforce MCP πͺ.
The company grows, revenues and profits increase π°. The users are delivered better enhancements more often π. And you get to report up to your boss the incredible productivity and effectiveness of your team πͺ.
And what about the Salesforce professional who is the leverage for all this? Significantly increased expectations. A higher mental load. A 3.5% raise? No raise? Pat on the back?
DEATH OF THE SOUS CHEF PIPELINE
Junior Resources with Junior Context
Another consideration is junior staff who learned to cook on AI-assisted equipment and never developed the instinct to know when something is wrong by smell.
Your institutional Salesforce knowledge stops compounding. Your vendor relationships get more expensive because you're now dependent on partners who absorbed the talent you lost.
You know why some people seem to 10x with AI when everyone else is 3xβing?
Theyβve mastered the prompt. The input to the prompt is context. Context comes from wisdom, intelligence, and experience.
Junior resources need real-world experience to refine their prompts.
Do you have a playbook for your junior resources to increase their wisdom, intelligence, and experience?
FINAL THOUGHTS
Takeaway
You can treat AI as a way to extract more from your team at the same cost. That works for exactly as long as your best people haven't done the math.
Or you can ask the harder question- now that AI has fundamentally changed what one skilled Salesforce professional can deliver, what does "sharing the upside" look like?
The menu is wide. The only wrong answer is pretending the question doesn't exist. And with AIβs abilities rapidly advancing the last 5yrs, should you assume the same velocity of change? Or is a slowdown actually coming??
As an executive, can you answer these questions π
β Do you know which team members are genuinely AI-fluent and which are keeping up appearances?
β Has compensation been revisited since AI tools were adopted, or are you paying 2023 rates for 2026 output?
β If your top Salesforce architect left tomorrow, what would you expect to pay to recruit and hire their replacement?
β Are you measuring output volume or decision quality? AI inflates the former. Only humans protect the latter.
SOUL FOOD
Todayβs Principle
βDiscipline can get you through bad days, but if it's getting you through months, you're going to burn out.β - Shane Parrish
and now....Your Salesforce Memes



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