The business need
Buyers placed orders in on-screen chat while a host presented products during long livestream sales sessions.
What the work covered
- Analyze recorded livestreams lasting several hours, with the live chat visible on screen.
- Recognize and extract buyer messages from the on-screen chat, including the product numbers viewers wanted to purchase.
- Transcribe the host's speech to identify which product was being presented at each point in the stream.
- Match buyers and their requested products, then compile a structured list of products and customers for transfer to Shopify and order processing.
Where the project landed
The workflow combined chat extraction and speech recognition to compile product and customer lists for Shopify order processing.
Delivery status reflects the project records, rather than a live service availability check.