customer_support · ecommerce · workflow
Smalls scales personalized cat food subscription CX with Kustomer over six years
As Smalls grew, subscription and order data flowed across multiple systems, preventing agents from seeing the full customer journey. Without a unified view, personalization required extra effort and manual triage slowed response times.
How it works
Common implementation structure
How this type of workflow is generally built, generalized across documented cases — not tied to any one vendor's stack. Click any stage to read what happens there. Specific products that implement these stages appear in “Tools commonly seen” below.
Stage 1 · AI handles repetitive inquiries
AI from Forethought handles high-volume, repetitive inquiries so human agents can focus on higher-stakes interactions.
Tools used
KustomerForethought · partnerAircall · partnerAgorapulse · partnerShopify · partnerRecharge · partnerStripe · partner
Outcome
Response times dropped as conversations routed to the right agents, agent productivity improved through macros and unified data, and visibility expanded so managers could identify operational issues while agents received real-time accountability feedback.
Results
Time saveddropped
Running sinceover the past six years
Grounding & classification
Source type: vendor customer story
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agent assistsupport tickethuman review describednamed customerproduction runtime claimedtools describedvendor confirmedworkflow describedecommerceretailemployee productivityresolution time reductionresponse time reductionvendor customer storycustomer supportticket triageescalation workflowextract classify route