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Case Studies

Beyond spreadsheets: smarter ways for Shopify merchants to manage product data

Every Shopify merchant begins with spreadsheets. They’re simple, flexible, and easy to share. For a small catalogue, they work just fine. But as your store grows, those spreadsheets start showing their limits. At first, it’s minor frustrations: a missing price here, a product title that doesn’t match your SEO naming convention. Then it escalates. Updates… Read More »Beyond spreadsheets: smarter ways for Shopify merchants to manage product data

The Future of Product Data Enrichment: AI and Human Expertise

AI alone isn’t enough for product data enrichment. The best results come from combining machine efficiency with human expertise. In an economy driven by data, how businesses manage and enrich product information directly shapes customer experience, sales growth and operational efficiency. AI has transformed the process by automating repetitive tasks, but it still can’t replace… Read More »The Future of Product Data Enrichment: AI and Human Expertise

The ins and outs of a PIM project in 2026

Implementing a PIM is more than an IT project. It’s a strategic transformation. Discover how discovery, design, governance, and AI combine to deliver lasting value. Learn the key phases, pitfalls, and success metrics of a modern PIM implementation with Start with Data’s expert guidance.

PIM and Product data governance in the AI era

AI is changing how companies manage product data, but trust and compliance still matter. Learn how to add strong governance to your PIM so your product information stays accurate, transparent and ready for 2026. Keep your AI-driven data safe and reliable.