The industry is selling a version of "AI productivity" that is a lie. Most GTM leaders are busy patting themselves on the back because their reps are using AI to tweak email copy or automate a LinkedIn sequence. They think they’ve gained an edge. In reality, it is just the same basic pitch at scale.
While you're chasing a 10% lift in activity, companies like Meta are recording every keystroke and mouse click their employees make. The goal isn't to make those employees better. It's to harvest their logic. Every workflow you’ve spent years perfecting is being converted into a "Behavioral Asset" for the machine. We are moving past the era of software tools and into the era of autonomous agents that learn by watching.
We are looking at the gap between the shiny demos that break under pressure and the actual shift from managing human motion to owning machine outcomes. If you're still measuring success by how much "work" your people are doing, you’re missing the fact that the work itself is being rewritten.
You Aren't the Employee, You're the Training Data
Is Meta tracking employees to improve them, or to replace them?
According to Reuters, Meta is recording employee keystrokes and mouse activity to train its AI models on how real work actually gets done. That probably tells you everything you need to know...your employees aren’t the product anymore, their behavior is. Every click, every workflow, every shortcut...that's the asset now.
“We’ll use AI to make our people more productive.” I don't think you will. I think you're going to use your people to train the thing that replaces them.
And in GTM, that could get ugly fast:
- Every SDR workflow
- Every AE process
- Every RevOps playbook
I think most people thought that was the competitive advantage. It's not apparently, it's just training data. First it helps, then it learns. Then it takes over.
If Meta is recording every click to build a replacement, why are you still buying tools that require more manual work? Most of the "AI" you're being sold is just more process in a different box. According to Polaris Ops, your stack is probably already trash.
The False Promise of the "Excellent" Demo
Most AI GTM tools are distractions. According to the latest Polaris Ops study only 3 out of 42 vendors actually scored “excellent.”
Let me translate that without the analyst language: Almost every AI vendor you’re looking at…isn’t that good.
- They’ll demo well
- They’ll say the right things
- They’ll throw around automation, agents, and personalization.
But when you actually try to run your GTM motion on them? They break.
- Workflows break the second volume hits
- Data doesn’t sync cleanly
- Reps stop trusting it
- Ops ends up babysitting it
And sadly, you don’t realize it’s broken until you’ve already rolled it out. It might look great at 5 leads but everything breaks at 500. This is why most teams end up with 8 tools instead of 1, more process, not less, and the same pipeline they started with.
Sad. It seems the market isn’t full of great options at the moment. It’s full of good enough to buy and not good enough to matter. That’s why your stack keeps growing and your pipeline doesn’t. So...keep buying the story… or just admit most of this stuff doesn’t work.
If you think I’m being dramatic… go read it yourself.
You Aren't as Far Behind as You Think
If you think you’re behind in using AI for your SDR team, you’re not. I just surveyed 244 SDR teams, and it confirmed exactly what I expected, we are still very early in AI for sales development.
- No AI - 49% of companies say they are not using AI in sales development at all. My guess? Their reps are absolutely using it, leadership just doesn’t know it yet, but in their minds they haven’t started :)
- AI Assistant - 41% say they’ve formally started using AI assistants, think ChatGPT or Claude licenses helping reps write emails and clean up messaging.
- AI Co-Pilot - 8% have moved into co-pilots, where AI is actually doing work without being asked, usually focused on research or account prioritization.
- AI Employee - Only 2% say they’ve experimented with a AI employees, something that can more or less do the full job, like an inbound SDR handling research, outreach, qualification, routing, and handoff.
Yes, it’s a survey, take it for what it’s worth. But stop thinking everyone else has already figured this out and you’re behind. They haven’t. We’re still at the very beginning. That doesn’t mean you should wait.
Just don’t get caught up in the noise that everyone is crushing it with AI SDRs, because most of them aren’t. Feel free to DM if you want to learn more about how Im coaching companies through this journey.
The Useless vs. The Useful in Sales Development
Where does AI actually work in sales development? Here’s the honest answer.
You’ve already seen the useless stuff:
- Claude helped me write emails… it's nice but not a difference maker
- Qualified ran my live chat… basically Drift with better PR
- 1Mind threw an avatar on my site… looked cool but didn't move the needle
I’m not pretending I’ve solved SDR, but we’ve been running real agents in production and a few places actually work:
- Zoey — Inbound SDR
- Dex — Account Research
- Julie — Sales Engineer
- Reece — Recruiting
- Rex — Signals-Based BDR
- Jordan — Website Chat
- Sloane — Event Support
- Kim — Role Play
- Caleb — Sales Enablement
- Chloe — Inbound Sales
- Clive — BDR Assistant
- Hanna — Lead Appending
- Miles — Lead Nurture
- Lia — LinkedIn Prospecting
- John — Cold Email Reply Handling
Notice the pattern? AI works in the parts of SDR work humans are bad at… speed, consistency, and relentless follow-up. That’s the pattern. It's not intelligence, or creativity or personalization. It's execution.
You can duct-tape some of this together with Clay or you can prompt your way through parts of it with Claude. I just use Atonom.
Are You a Builder or a Placeholder?
Most leaders are terrified of AI because they think it’s going to make them irrelevant. They’re wrong. AI only makes you irrelevant if your entire value proposition is "Activity." If you spend your day doing things a script can do, you aren’t an executive; you’re an expensive API.
The real winners of the next decade won't be the ones who worked the hardest. They’ll be the ones who had the guts to hand over the keys to the machine so they could finally focus on the strategy.
Are you a builder or are you just a placeholder? Think about it.
