The myth of the fully automated AI SDR
Over the last year, the fully autonomous AI SDR (sales development representative) has been hyped and pushed hard. It hasn't delivered on its promise. Studies by Gartner and Forrester show you can't simply build an AI that does all of a junior SDR's work, from prospecting to following up, until a senior rep steps in for the first qualified call.
However, when I mapped the whole sales process, I saw that many steps can be automated, semi-automated or AI-assisted. That's where organizations should focus: not on replacing the salesperson, but on the parts of the job where they add little value.
If you or your team do sales, here's where to start.
2. Start with the work no salesperson should be doing
Taking notes and filling in the CRM. Cleaning prospect data. Checking whether a contact has changed jobs or email address (10–20% do every year). A salesperson adds no value there, and AI can help a lot.
Or take research before a first meeting. AI can give you real insight into the prospect before you walk in, especially when you have a lot on your plate.
It's not fancy, but small wins like these free up time for the parts that need a human: understanding the client's problem, shaping the deal and getting the group of stakeholders to sign.
The Hard part isn't AI:
The most important thing to keep in mind behind these use cases is that teams need to start small and adapt to the change, because the change is the hardest part. It's not the AI tools or the technology. It's how the team operates, which processes it follows, and how it adapts those processes to what AI can do.
This is change management. As BCG puts it, focus on people and processes first, then on the rest.
How I'd approach it
- Best: work from first principles. Map what your team does today, then reimagine the activities around what AI can do, instead of retrofitting your current work into it.
- If you can't do that yet, or want it as a second step: map your existing process and replace it bit by bit, starting with the tasks where the salesperson adds the least value and least wants to do them (the boring stuff).
In sales, and especially in high-ticket sales, the human-to-human relationship is at the core of the process. Free up your salespeople's time to do more of it.
▶️ Watch the full breakdown
In the video I walk through all 16 use cases across the seven steps of the sales process, show how they score on value and ease, and say which ones to avoid.
📘 Prefer the free guide
Where AI Fits in Sales has the 16 use cases scored and ranked, the checklist, and a decision tree for when to buy, connect or build.
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Bottom line: stop trying to automate everything. Map your process, hand AI the work that adds no value, and put the real effort into helping your team change how they work.
Best,
Amine Rabehi, PhD, PMP
