A storefront that looks fine on a quiet Tuesday can fall over on Black Friday. The weak points are rarely the platform itself. They are the theme scripts, third-party apps, custom checkout logic and the order pipeline behind them, all competing for the same seconds. Getting this wrong shows up as abandoned carts, duplicate orders and a support queue that takes a week to clear.

We build on Shopify, BigCommerce and Adobe Commerce, or headless with Next.js on Vercel or Cloudflare when the brand needs more control over speed and content. Order systems are designed for retries and idempotency, so a timeout never becomes a double charge. Before each launch or sale we load-test the paths shoppers actually use, set performance budgets, and watch dashboards for checkout errors and latency during the event itself.

AI can write a thousand product descriptions in an hour, and it can also invent a material, a size or a return policy you don't offer. In commerce, a confident wrong answer becomes a chargeback, a complaint or a listing taken down. The hard part is grounding every output in your catalog, your order data and your policies, and catching it when it drifts.

We build product-data enrichment that fills attributes from supplier sheets and images, search and recommendations tuned on your own catalog and behavior data, and returns and support agents that look up real orders, shipments and refunds before they answer. Guardrails limit what an agent can promise or change, refunds over a threshold go to a person, and evaluation sets built from past tickets and listings measure quality before every release.

Behind every order sits a chain of systems: the storefront, an order management system, a warehouse system or 3PL, the ERP, payments, tax, fraud screening and email. Each one was configured by a different team at a different time. When a single connection fails quietly, orders stall, stock counts drift and finance spends month end reconciling payouts against the ledger by hand.

We connect the chain so an order moves from checkout to shipment to the general ledger without anyone retyping it. That covers OMS and WMS sync, 3PL and carrier integrations, ERP posting, Stripe payments and payouts, sales tax and fraud services, and Klaviyo events that reflect what actually happened to the order. Every integration logs its work, retries safely and alerts your team when something needs a person.