AI & Automation — Build vs. Buy
10 capability decisions in AI & Automation, each scored across the 12-dimension TCC framework for a mid-market Shopify reference scenario.
Build or Buy an AI Shopping Assistant on Shopify?
DEPENDSAI shopping assistants split cleanly: buy for speed, build when answers must be grounded in your own data.
AI & Automation
MESA vs. Shopify Flow: Do You Need to Pay for Automation?
WAITShopify Flow covers the Shopify-side automation MESA meters, at $0 extra (included); MESA earns its fee only for no-bench external hops.
AI & Automation
Mechanic vs. a Custom App: Where Should Past-Flow Logic Live?
BUYMechanic wins the first layer of past-Flow automation with hosted Liquid tasks; a small custom app wins external, stateful orchestration.
AI & Automation
Should You Build or Buy AI Merchandising & Sorting on Shopify?
BUYBuying AI merchandising wins for most mid-market Shopify stores — platforms deliver trained ranking in weeks; build only at real data maturity.
AI & Automation
Should You Build or Buy AI Product Content Generation on Shopify?
BUILDAI product content generation favors a governed build at catalog scale: fact-grounding, brand-voice rules, and review gates matter more than generation itself.
AI & Automation
Should You Build or Buy AI Translation Review on Shopify?
CUSTOMIZECustomizing wins for AI translation quality on Shopify — keep the AI layer, build the review loop, and store approved copy portably in Translate & Adapt.
AI & Automation
Should You Build or Buy Agentic Commerce Readiness on Shopify?
CUSTOMIZEBuild the catalog-data foundations now; wait on protocol-specific bets until agent standards settle.
AI & Automation
Should You Build or Buy Internal AI Copilots on Store Data?
BUILDBuilding a lightweight internal AI copilot wins once a warehouse exists — a rented model over governed metrics your team already trusts.
AI & Automation
Should You Build or Buy Workflow Automation on Shopify?
CUSTOMIZEWorkflow automation starts native: Flow is included and covers most mid-market needs — build the workflow library first; custom code past Flow's ceiling.
AI & Automation
Zapier vs. Shopify Flow + Webhooks: Rent Glue or Use What's Included?
CUSTOMIZEFlow plus custom webhooks beats Zapier on the Shopify order path; Zapier keeps winning low-volume back-office glue across SaaS tools.
AI & Automation