🚀 The real power of AI at work isn’t just automation. It’s context.I recently listened to a discussion on how combining Copilot-style AI assistants with Retrieval Augmented Generation (RAG) can transform productivity inside organizations. The takeaway wasn’t about flashy AI demos — it was about unlocking the knowledge your company already has.Here’s the real insight:Most companies don’t have a knowledge problem.
They have a knowledge access problem.Important information sits across SharePoint sites, documents, emails, internal wikis, and meeting notes. It exists — but it’s fragmented, hard to search, and rarely surfaces when you actually need it.This is where the combination of AI assistants and RAG becomes powerful.Instead of relying only on a large language model’s general knowledge, RAG allows AI to retrieve relevant company data in real time and generate answers grounded in that context. The result? AI that understands your organization — not just the internet. (
YouTube)Think about the implications:• Employees spend less time searching and more time executing
• Institutional knowledge becomes accessible to everyone
• Decisions are informed by the latest internal insights
• Productivity tools become knowledge interfaces, not just appsIn platforms like Microsoft 365, this means your documents, meetings, emails, and workflows can all become part of an AI-powered knowledge layer.But here’s the strategic point leaders should focus on:AI productivity gains won’t come from simply turning on Copilot.They will come from how well your organization structures, secures, and exposes its knowledge to AI systems.The companies that win with AI will treat their internal knowledge like a product — curated, accessible, and continuously improving.Because the future of work isn’t just AI helping people.It’s AI helping organizations finally use what they already know.Curious how others are approaching AI + knowledge management inside their teams.
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If this clashes with how you’ve seen it play out, I’m always curious. I use LinkedIn for the back-and-forth.
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