Industry
DTC & Retail
Demand forecasting, dynamic pricing, ad production, and customer intelligence on top of Shopify, Amazon, and your fulfillment stack.
What the work usually looks like.
A multi-channel DTC operation selling on Shopify + Amazon + maybe Etsy or TikTok Shop. Pricing is set quarterly and stays flat through demand spikes. Creative production is a bottleneck in front of paid social. Inventory drift between channels causes fulfillment errors.
Where we tend to find the constraint.
- Creative team unable to keep up with paid-social demand for ad variants
- Pricing that's right at quarter-start and wrong by quarter-end
- Stockouts on hero SKUs because no one watches the numbers daily
What we typically build for operations like yours.
AI ad production with brand approval before publish
Per-SKU per-channel demand forecasting and reorder triggers
Dynamic pricing with merchandiser approval outside an autorange
Customer LTV scoring + churn-risk segmentation for marketing
Multi-channel inventory sync and exception triage
Where the human gate goes, specifically for this industry.
Brand integrity and pricing decisions don't survive autonomy. Creative leads approve every ad before publish. Merchandisers approve pricing changes outside a tight autorange. Marketing picks which AI-flagged segments actually get a campaign.
Related work we’ve shipped.
DTC & Retail · 2024
AI Video Ad Production
Sits over Meta Ads + Drive + your creative team
13-state production pipeline; weekly ad output 5×
Read the case →DTC & Retail
AI Commerce Operations
Sits over Shopify + Amazon + your fulfillment stack
Multi-channel sync; pricing tuned per-SKU per-day
Read the case →Talk to us
Have an operation in this shape?
We'll start with a 2-week Discovery against your real systems. If we're not a fit we'll say so on the call and point you somewhere useful.