Customer ops at scale
without growing headcount.
A direct-to-consumer brand approaching 10,000 orders per month, single-digit support headcount, ambitions to double SKU count without doubling overhead. Anonymized at the customer's request.
The support inbox was the growth ceiling.
Tickets, returns, escalations, and review responses all flowed into a single inbox. The team triaged by hand and shipped templated responses, but the volume was already past comfortable, and the founders saw the next product launch breaking it.
Three separate SaaS tools each promised to fix one slice of the problem; none of them coordinated. Brand voice drifted across channels.
One workflow, three lanes, humans on escalation.
We replaced the patchwork with a single triage flow. Inbound messages were classified into returns, product questions, shipping issues, or escalations. Routine lanes were drafted end-to-end by a customer-ops specialist trained on the brand's voice and product catalog. Escalations surfaced to the human team with full context attached.
Review-response was rolled into the same workflow so the brand voice stayed consistent across the storefront, the inbox, and post-purchase email.
Faster responses, lower overhead, room to launch.
First-response time dropped 40–60% within the first month, and the team launched the next product line without adding support headcount. CSAT held steady through the volume increase.
The same workflow now backs two additional brands the founders launched on the same operational stack.