Customer Support: Growth Lever or Labor Sponge?
Is your customer support a growth lever or a labor sponge?
“Customer support is only a revenue center if you can afford it to be inefficient.”
What are you actually buying when you fund service like that?
Most operators hear the Zappos Family of Companies story and take the safe lesson: invest in people, create loyalty, win on experience.
Then reality shows up at scale.
Zappos did not just staff a call center. They built the whole operating model around service: free shipping both ways, long return windows, no scripts, warehouse choices that prioritized speed over efficiency. That works until volume turns your “differentiator” into your largest variable cost.
Now AI changes the math, but not in the way people sell it.
AI can take the repetitive load: “Where is my order?”, resets, basic policy questions, simple returns. That is not the revenue center part. It is the tax you were paying to reach a human.
The opportunity is not just reallocating humans to “save churn” moments. It is creating new moments that did not exist when the team was buried in tickets.
When your best support people are freed up, they can learn your highest-spending customers like account managers do: what they buy, what they avoid, what triggers hesitation, what “good” looks like for them next quarter. They can proactively reach out before the customer asks, fix friction before it becomes a complaint, and even surprise them with the right gesture, the right guidance, the right recommendation.
Amazon reduces contact. Shopify brands optimize self-serve. The companies that win the next phase will use AI to remove the mundane and use humans to deepen the relationship with the customers worth knowing.
Once you automate the basics, you find out what your support model really was: a growth lever, or a labor sponge.