E-commerce - Case studies
Automation for e-commerce businesses in Thailand.
Ecommerce in this region is fast, multi-channel, and margin-thin. Most of the wins live at the seams between platforms: cart recovery between Shopify and email, customer service between Line and the CRM, fulfilment between the storefront and the 3PL. Once you map them, the work is obvious.
1 study in this industry
Patterns we see often
The same workflows show up over and over.
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Abandoned-cart recovery
Behavioural cart-recovery flow with messages personalized to the items left behind, the customer's history, and the time of day.
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Order status and CS automation
"Where is my order" and product questions answered against shipment and product data. Real complaints go to the human team.
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Product feed enrichment
Product descriptions, image captions, and metadata generated at scale from your existing catalogue. The team reviews instead of writing.
Year-one ROI we see
Highest direct revenue ROI of any sector. 8x to 20x year-one is realistic for cart-recovery builds
Payback window
Inside two months for cart-recovery, longer for CS automation
Note
Ecommerce ROI is usually directly attributable, which makes the math cleaner than in services.
Recent e-commerce builds
1 build in this sector.
Common questions
What e-commerce owners ask before saying yes.
Will this work with Shopify, WooCommerce, or our custom stack?
How does this respect our brand voice?
Working in e-commerce? Bring the workflow.
Most of these started with a half-hour call about whatever was eating the team's week. Same offer in every sector.