Engineering teams create lots of data every day—design sketches, simulations, project docs, feedback, and process stats. But data alone isn’t what moves projects forward. The magic happens when teams turn that information into real, usable knowledge. Without good analytics and sharing tools, it’s easy to get bogged down, make the wrong call, or miss chances to improve. That’s where Knowledge Analytics from Punditas AI steps in.
Personalize your learning
Every engineer needs different info at different times. The Knowledge Needs feature lets teams pick and sort the material that’s truly valuable for their roles and projects. Admins can filter out the noise so everyone gets what’s relevant—no information overload. Why spend time on stuff that doesn’t help? Research suggests up to a third of work time goes to searching for or reading unrelated materials. Knowledge Analytics streamlines what matters so teams stay productive.
Track what’s useful—and what’s missing
Knowing how resources get used is key. The Knowledge Usage dashboard reveals which docs, tutorials, and guides are actually helping—and which get ignored. Teams can see:
- Which guides or videos are most popular
- Where people may need extra training
- How well new features or training materials are being adopted
By tracking these trends, teams can improve their learning strategy and make sure important info gets where it’s needed.
Stay organized and find answers fast
With Knowledge Tags and structured Learning Paths, finding what you need is a breeze. Tags let admins group content logically, so it’s always searchable. Learning Paths are customized for different roles, whether someone is a CAD power user or a new designer. Paths can be built or reused across projects, making training easier for everyone.
Build a collaborative, knowledge-sharing culture
Good knowledge management is about more than collecting data—it’s about people sharing their know-how. Punditas AI makes it easy to share updates and highlights, keeping everyone in the loop about new tools or best practices. When teams share wisdom and lessons learned, productivity can jump by as much as 30%. It’s a smarter, more open way to work.
Tools that fit right in
Knowledge Analytics integrates with the tools engineers already use—PTC Creo, Windchill, ThingWorx, SolidWorks, Onshape—so there’s no jumping between systems. This means less downtime and searching, and more time spent designing and solving problems.
Final thoughts
Just having data doesn’t help if teams can’t turn it into smart, actionable knowledge. Punditas AI’s Knowledge Analytics powers up learning, keeps teams focused, and encourages sharing. By organizing resources, tracking usage, and highlighting gaps, engineering teams make better choices, cut down on mistakes, and get more work done. For today’s engineers, transforming data into knowledge isn’t just a nice-to-have—it’s a clear edge.
What is Punditas AI Advisor?
Punditas AI Advisor provides real-time guidance as you work in the Creo environment. Information on “how to use” a feature in Creo or best practices for working with Creo are presented within context, removing the need to guess or search for such information. Punditas AI driven content helps you leverage Creo to create your designs faster and with confidence.
For more information about Punditas AI Advisor, visit our website at Punditas AI or contact us at contact@punditas.com
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