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Why Software Projects Fail After Months of Planning

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It started with a simple requirement. We need to create a customer portal that allows customers to log in, view their orders and update their information. We now have 40 pages of requirements, wireframes and meetings booked months in advance. Yet not one page of the project has been shown to the end user. If this sounds familiar, you're in good company. This is one of the biggest reasons why software projects fail . Often, you don't even realise you're failing. You just think you're making a lot of progress. Below are six reasons why your software project may never finish, along with a solution to each. There is no end point Customer service would like live chat. Finance would like to download invoices. Marketing wants customers to receive personalised messages. Operations wants to see a report of the data collected. Every request is valid, but as you add features, you continue to push the end point further out. There's always something else to complete. Solution: ...

Structured Data for AI Agents: What to Use Beyond Schema.org (2026 Guide)

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Structured data for AI agents means giving machines facts they can check and actions they can take safely. It mixes Schema.org markup, trusted entity signals, live feeds and APIs. Product , Offer , Review , Article and FAQPage markup still matters. But AI agents introduce a harder requirement. They do not simply need to understand a product. They may need to compare it, verify its availability, check its price and eventually take an action. Structured data for AI agents is the combination of semantic markup, authoritative entity signals and machine-accessible data or actions that allows AI systems to understand, verify and use information reliably. That is a bigger job than adding JSON-LD to a product template. Why isn't Schema.org enough for AI agents? Schema.org remains an important foundation. In March 2026, Schema.org released version 30.0 , adding equivalence annotations and Digital Product Passport examples. However, Schema.org generally describes information. It does...