Demand forecasting, recommendation engines and where AI genuinely helps a commerce business.
AI / MLAnthropic says Opus 5.5 performs at Fable 5.1 level for 60% lower prices. We checked every number against Anthropic's docs and the first independent tests: what a real task costs on each model, why the effort setting decides whether you get Fable-level results, and the API changes to fix before you switch.
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AI / MLA feature that took fifteen engineering days now takes two — which changes the roadmap far more than it changes the budget. A worked example, the published numbers from Rakuten, HubSpot and Boldare, and the three things that decide whether you get the result or a disappointing pilot.
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MagentoHyvä's Anthropic provider is open source, documented, and readable on GitHub. What the Hyvä AI framework actually is, which Claude models it supports, why the tool-calling interface is the interesting part, and how to adopt it without wasting a budget.
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AI / MLRanking first on Google no longer means being cited by an AI assistant — the two systems overlap far less than people assume. What earns a mention, and how to measure it.
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MagentoA years-long engagement: Mauritius's electronics marketplace on Magento 2 with Hyvä, supplier-feed integration, and a custom finance, warehouse and delivery back office.
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AI / MLA scored 40-point audit covering whether AI assistants and agents can find, understand and buy from your store: product data, policies, crawler policy, API surface and checkout.
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MedusaAI agents are becoming a buying channel. What a MedusaJS catalogue needs — attribute discipline, honest availability, machine-readable policies — before an agent can transact against it.
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MagentoRedesigning a heritage British tableware brand's Magento storefront — and pairing it with an AI system that predicts inventory demand before stockouts happen.
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AI / MLBudget ranges for the six most common eCommerce AI projects, what drives the variance, the running costs nobody quotes, and how to build a business case that survives contact with a CFO.
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Node.jsAI agents are becoming a real channel to your product. What an MCP server is, why an existing REST API is not a substitute, and how to design the tools, permissions and limits it exposes.
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ShopifySite-search users are your highest-intent segment, and a zero-result page loses them. How to audit Shopify search failures, fix the cheap causes first, and judge whether semantic search earns its cost.
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AI / MLBuilding the website and AI integration for a behavioral-health platform that cuts no-shows and recovers revenue — where healthcare, AI and web engineering meet.
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