โ† All industries

E-commerce & Retail

Customer support, returns, and chargeback operations

Every DTC brand eventually drowns in the same three things: support tickets, return logistics, and chargeback disputes. Agents handle the volume so your team stays focused on product and brand.

What's broken today

  • Support inbox explodes every time you run a promo
  • Returns take days to process โ€” customers stay frustrated the whole time
  • Chargeback disputes pile up and you lose them all by default
  • Review responses get written by whoever has a free minute โ€” or nobody
  • Suspicious orders slip through fraud checks or get over-flagged

What automates

  • Tier-1 support agent โ€” resolves 70%+ of routine tickets autonomously (order status, shipping, simple returns, product questions) using order history and catalog; hands off to humans with full context when it can't
  • Returns-approval agent โ€” evaluates return reason against policy, auto-approves valid returns, generates the shipping label, issues refund upon receipt
  • Chargeback-dispute agent โ€” assembles order confirmation, tracking, delivery proof, and customer comms; files the rebuttal with all evidence before the carrier deadline (usually 7โ€“10 days)
  • Review-response agent โ€” drafts on-brand responses for every review (positive and negative), surfaces recurring themes for product and ops teams
  • Lifecycle-marketing agent โ€” abandoned cart, post-purchase, win-back sequences personalized from browse + buy history โ€” not generic blasts
  • Fraud-screening agent โ€” flags suspicious orders (mismatched bill/ship, velocity, device fingerprint) for human review before payment capture, not after
  • Inventory-aware recommender โ€” personalized recs that consider real-time inventory so you don't push things that are about to stock out

What you get back

  1. Support cost per ticket down 60โ€“80%
  2. Chargeback recovery rate from near-zero to 40โ€“55%
  3. Return cycle from days to same-day
  4. NPS up 10โ€“15 points from faster, cleaner experiences
  5. Margin preserved via fraud catches and smarter reordering

In practice

A mid-size DTC apparel brand recovered 44% of disputed chargebacks they previously wrote off entirely.