AI Vision & Content-Safety Shipping

What it was

Used vision in content safety and commerce listing, as a loop AI, humans, and ops could actually run.

What was stuck

Vision capabilities were siloed and hard to reuse; content safety and commerce needed operable product loops.

Approach

• Content safety: designed AI + human + ops closed loops and drove tech productization from customer scenarios.
• E-commerce: used CV/OCR to convert overseas product detail pages into Kaola-compliant listings; partnered with algorithms on procurement/warehouse forecasting.
• Standardized vision capabilities into a configurable platform to speed delivery.

Outcomes

• Listing efficiency improved by about 3×.
• Sales forecast accuracy ~74%; big-promotion order forecast accuracy ~80%.