Start product recommendations with rules, not AI.
Start product recommendations with your best sellers and clear rules. Separate customer and product eligibility from ranking before adding an AI model.
Pricing rules when a guest becomes a known customer
Decide what happens to a selected offer after login reveals the customer's eligibility. Explain any price change and preserve the accepted offer through checkout and billing.
A checkout countdown has to earn its delivery promise.
A checkout countdown can create urgency or support a real delivery promise. That promise needs clear rules for what changes at zero, which date to show, and how it survives payment.
Customer accounts: separating users, owners and permissions
A person may manage a service they don't own or place an order for a company. Keep the user, customer, permissions and order context separate.
Multi-market apps: what central and local teams should own
How to run a multi-market app with one shared codebase, local deployments, clear decision rights, and room for real market differences.
The app consolidation playbook
Large app portfolios grow through local decisions, acquisitions, and separate teams. Consolidation works when one owner can remove duplication while keeping the local differences customers need.