AI
July 14 2026
AI data readiness: a vendor, a client, and an auditor on what blocks implementations
Companies increasingly come to vendors with the decision already made: "we want AI." Far fewer come with data that can carry that plan. In 90% of the Discovery workshops Inwedo runs, the problem traces back to Excel — a spreadsheet that has grown into the company’s database. In the fourth episode of Inwedo Podcast, I talk with Beata Król, Bartłomiej Mach, and Radek Podgórski about when a company is actually ready for AI — and how much of that depends on data.
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November 27 2025
How to connect AI with your business systems? A guide to Model Context Protocol
Model Context Protocol is an open integration standard that lets you connect AI to the systems already running in your organisation — including legacy and distributed ones. Without migrating entire systems or rewriting critical applications. In this guide, we explain exactly what MCP is, how it works and where to apply it — and why organisations that standardise how AI connects to their data today will gain a lasting advantage.
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September 18 2025
Integrate AI into legacy systems without replacing them — using MCP
You don’t need to rebuild your legacy systems to leverage AI — but you do need a strategy that lets them support it. MCP provides a structured way for AI to work consistently with existing systems. This article breaks down what MCP actually enables and when it’s worth using, along with three ways to access siloed data so AI can operate on reliable, coherent information.
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