Implementation stories, team experience and practical articles on commerce, AI and workforce operations. From a specific task to its outcome.
Case study · B2B supplier
A B2B supplier tried AI order entry three times. A Telegram bot and a separate tab failed; Helen, a contact inside the ERP, now prepares an order in 2 minutes.
Read the story ↗Article · Shelfport · · 7 min read
An agentic commerce readiness checklist for online stores. Six things to check on one category, from product data and live prices to agent rules and checkout.
Read the story ↗Article · Hrusty · · 5 min read
Five places warehouse labor costs leak, from guesswork timesheets and buddy punching to agency no-shows, unchecked overtime and workers waiting for tasks.
Read the story ↗Article · Market · · 8 min read
Agentic commerce in 2026. How AI agents find products, check facts and pay on a buyer's behalf, what is live, what is still a pilot, and what it means for sellers.
Read the story ↗Article · Helen · · 6 min read
AI tender review, from the email with tender documents to a bid or no-bid decision. Where 40 to 60 minutes go, what AI can take on and what stays with people.
Read the story ↗Team experience · Yandex Market
A worker finishes a task and waits. How sending warehouse tasks straight to terminals cut waiting by 30%, and why supervisors were slow to let go of top people.
Read the story ↗Article · Sales · · 9 min read
AI sales agents for B2B prospecting, stage by stage. How teams source, verify, qualify and personalize outreach, where it breaks and where people stay in.
Read the story ↗Article · Shelfport · · 6 min read
Why AI referral traffic does not turn into orders. Four places stores lose shoppers after an AI assistant's recommendation, and how to find your own leaks.
Read the story ↗Article · Hrusty · · 6 min read
Warehouse incentive pay people can trust. Why hourly pay caps output and how piece rates work with per-task standards, scan data and a balance workers see.
Read the story ↗Article · Market · · 8 min read
Agentic commerce protocols in plain words. MCP, ACP, UCP, AP2 and the card networks, what is live, what is still a pilot and what sellers should watch.
Read the story ↗Article · Helen · · 5 min read
AI order entry for email orders. Why turning a customer email into an ERP order takes 15+ minutes, where mistakes creep in and why an AI tab rarely sticks.
Read the story ↗Team experience · Yandex Market
Warehouse workforce management at a fulfillment center: shift planning, check-ins, timesheets and agency invoices linked, so hours are settled with data, not chats.
Read the story ↗Article · AI commerce
A shopper asks an AI assistant to pick tools and gets three options. How to sell through AI assistants: what a store needs to make the list and the cart.
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