Built for Peaks, Not Payroll

Overview 

Curateur is an online retail brand built around a curated membership model, seasonal product boxes, and a member shopping experience.The brand operates in a drop-driven environment where seasonal launches, member demand, subscription questions, and shopping activity can create sharp peaks and valleys in CX volume. 

For a business like Curateur, the challenge was not simply adding more agents.The goal was to create a lean, permanent CX structure that could handle seasonal spikes without the cash burn of an oversized in-house team during slower periods. 

The Challenge 

Curateur was dealing with two core CX issues: 

• Seasonal workload volatility: Seasonal drops created peaks and valleys in support volume, making an in-house team expensive to maintain year-round. 

• CX quality erosion: Support quality and CX metrics were under pressure, creating a need for better execution without building a bloated team. 

The Game Plan

We built a lean CX model designed around Curateur’s seasonal retail rhythm. The approach included: 

• Small permanent team:We put together a standing team that stayed as small as possible while still having the ability to handle seasonal drop peaks. 

• High-output staffing model:The team was built for efficiency, consistency, and deep brand knowledge rather than headcount-heavy coverage. 

• Long-term team continuity:We prioritized keeping the same people in place so they could build context around Curateur’s products, seasonal launches, membership model, and customer expectations. 

• AI support layer:We implemented AI agents for after-hours ticket handling and repetitive, simple tickets, keeping the human team focused on meaningful interactions and escalated issues. 

The Results 

The results tied directly back to Curateur’s original pain points: 

• Seasonal workload volatility was solved witha leanstanding team:The team we put together three years ago is still the same group of people, with deep brand and product knowledge, handling CX throughout the year. 

• Yearly overhead costs were reduced by 40%: Curateur avoided the cash burn of maintaining a larger in-house team while still keeping reliable CX coverage through seasonal peaks. 

• CX quality improved without bloating headcount: CSAT is now 95%, excluding AI agent metrics. 

• Customers now receive first responses withinminutes:The combination of a focused human team and AI support for simpler tickets helped improve speed without sacrificing quality. 

• CLV is rising year over year: Stronger CX execution, faster support, and better team continuity helped support stronger long-term customer value. 

Why It Worked 

The improvement came from matching the CX model to the business model. 

Curateur did not need an oversized year-round team.It needed a small, high-output, permanent team with strong brand context, supported by AIfor simple and after-hours tickets.That structure gave the brand stability, lower overhead, faster response times, and a better customer experience during both seasonal peaks and slower periods. 

Final Takeaway

For Curateur, we helped build a lean CX operation that could support a seasonal retail business without creating unnecessary overhead.The same team has remained in place for three years, yearly overhead costs dropped by 40%, CSAT is now 95%, customers receive first responses within minutes, and CLV continues rising year over year.