Notes on building cleaner social commerce operations.

The editorial track covers workflow design, operator control, multilingual AI, and the messy operational details behind selling through chat.

Editorial lens

We write about the actual mechanics behind chat-led sales.

That means ops bottlenecks, team handoff, AI trust, language nuance, and why “just add a bot” is rarely enough.

Strategy

Why social commerce needs an operations layer, not just a chatbot

Retail teams selling through chat do not only need faster replies. They need clean handoff, order structure, and operator control once intent turns into revenue.

March 27, 20266 min read
Read article

Operations

Why human approval beats full autopilot for order-taking

Merchants rarely need AI to own the entire sale. They need it to remove repetitive work while preserving control over the exact moment revenue gets committed.

March 20, 20265 min read
Read article

AI

What Arabic-first AI workflows need to get right in retail

Retail conversations across MENA are rarely neat. Arabic, Darija, French, and English can show up in one buying flow. The AI stack needs to respect that reality.

March 11, 20267 min read
Read article