Shelf Blog

Over 50% of organizations have paused their Copilot initiatives. Why? Because of data quality and data governance concerns. Generative AI is powerful, but when you feed it bad data, it generates bad responses. “Garbage in, garbage out,” as we say. Inaccurate or irrelevant responses hurt user...

Generative AI is revolutionizing search by delivering personalized and context-aware search experiences. This technology has revolutionized customer service with greater efficiency and accuracy. It has the potential to advance medical research by providing more relevant results for searches of prior studies and papers.

Managing outdated and duplicate data is a headache nearly every SharePoint user faces at some point. Files pile up, older versions hang around longer than they should, and before you know it, your SharePoint environment feels like a digital junk drawer.  When files are scattered and...

SharePoint is a powerful tool for document management and team collaboration, but as your organization grows, it can become a complex environment ripe with data management challenges.  These kinds of issues not only slow down your team’s productivity but also create risks around compliance,...

Microsoft Copilot is a powerful AI assistant that helps you streamline tasks and boost your productivity. However, like all generative AI, it occasionally produces “hallucinations,” which are responses that sound confident but may be factually incorrect.  In fact, some studies suggest that...

Microsoft Copilot is changing the game for teams looking to get more out of their data. But to really see its full potential, your data needs to be prepared thoughtfully—organized, clean, and secure.  Without the right groundwork, you’re setting yourself up for spotty insights, unreliable...

Getting your SharePoint data AI-ready isn’t just about flipping a switch. It’s about taking a closer look at the data you already have and setting it up for success. Whether you’re aiming to streamline workflows, unlock actionable insights, boost the user experience, or simply make better use of...

Microsoft Copilot is a powerful tool, but like any AI, it can provide incorrect or misleading answers. To ensure you’re getting the most accurate responses, it’s essential to understand how to prompt Copilot properly in order to prevent bad outputs.  Let’s explore how Microsoft...

In a world where users expect fast, accurate answers, knowledge base AI chatbots offer an efficient solution. By integrating artificial intelligence with your existing content source, these chatbots help users find information instantly, minimizing the need for human support.  This guide will...

AI knowledge bases are changing the way organizations manage and access information. These AI-powered systems can understand user intent and deliver faster, more accurate results while learning and improving over time.  In this guide, we’ll explore how AI knowledge bases work, their key...

Data is classified into two main types: structured and unstructured. Structured data refers to organized information that follows a predefined format and resides in fixed fields within a record or file. Structured data is easily searchable, organized, and can be stored in databases. Unstructured...

Managing your entire organization’s knowledge is critical to your success. Whether you’re capturing employee expertise, organizing documents, or delivering training, knowledge management tools provide the infrastructure to keep your information accessible and up-to-date. But which...