MESHKI deploys Returnalyze AI to curb global return rates

Fashion retailer MESHKI is integrating Returnalyze’s AI-driven platform to mitigate the costs of global product returns. By analyzing SKU-level data and customer behavior, the brand aims to refine its sizing guidance and product content, shifting from reactive management to a proactive strategy across its 190-country delivery network.

Since adopting the technology, MESHKI has embedded automated insights directly into its internal workflows. This integration allows teams to pinpoint specific product defects and sizing issues faster, leading to immediate updates in the online shopping experience. According to Michael Quach, Chief Financial Officer at MESHKI, the platform provides the necessary clarity to accelerate their returns prevention progress.

Returnalyze CEO Rick Cramer emphasized that for a digital-first brand operating at such a scale, treating every return as a data signal is vital for profitability. The platform provides continuous visibility into regional return drivers, offering prescriptive recommendations that address the root causes of customer dissatisfaction before a purchase is finalized.