Engineering work is complex, and understanding a feature, enhancement, or workflow from just one angle rarely gives the full picture. Different users including design engineers, admins, managers, and domain experts often need different types of insights to make informed decisions.
To solve this, Punditas AI’s Insights Engine introduces Perspectives, a powerful capability that organizes AI-driven insights into multiple contextual views. Perspectives ensure that every user sees information in a way that is meaningful to their role, their needs, and their decision-making workflow.
Instead of one-size-fits-all guidance, Punditas AI delivers multi-dimensional intelligence.
What Are Perspectives?
Perspectives are curated, AI-organized views of insights that help users understand a feature, enhancement, or topic from different angles. Each Perspective offers a unique dimension of information allowing users to explore why something matters, how it works, where it applies, and what value it brings.
This transforms conventional learning into contextual, role-aware intelligence, directly supported by the Insights Engine.
Why Perspectives matter
✔ Multi-Angle Understanding
Complex features or updates often require different types of explanations. Perspectives ensure users understand not just the “how,” but also the “why” and the “impact.”
✔ Role-Specific Clarity
Engineers, admins, CAD leads, and managers all interpret information differently. Perspectives surface insights tailored to each role.
✔ Faster Decision-Making
By showing value, usage guidance, enhancement background, and best practices side by side, users can quickly decide how and whether to adopt the new capability.
✔ Better Knowledge Retention
Information delivered through multiple viewpoints is easier to understand, compare, and remember.
The core perspectives delivered by the Insights engine
While the exact set of Perspectives may expand over time, the Insights Engine typically organizes insights into the following meaningful categories:
1. What’s New
A clear breakdown of newly introduced features or enhancements.
Users see:
- Feature description
- Release version
- Purpose of the update
- Key improvements
This helps them instantly recognize what has changed.
2. How It Works
A practical, usage-focused perspective explaining how to apply the feature.
It includes:
- Step-by-step usage guidance
- Interaction details
- Workflow examples
- Links to tutorials or videos
This turns new features into actionable steps.
3. Why It Matters
A value-focused perspective that clarifies the benefit and purpose of a feature or update.
It highlights:
- Productivity gains
- Workflow improvements
- Error reduction
- Engineering advantages
This helps teams decide how to integrate the change.
4. Real-World Feedback
A customer-driven perspective that showcases how peers and experts perceive the change.
It includes:
- User opinions
- Community discussions
- Adoption feedback
- Practical use cases
This real-world viewpoint provides authenticity and context.
5. Related Knowledge
A contextual layer showing other content connected to the update or feature:
- Tips & tricks
- Best practices
- Feature videos
- Help articles
- Training paths
This turns a single update into a learning opportunity across multiple dimensions.
Perspectives: A multi-dimensional knowledge experience
By presenting insights through different lenses, Punditas AI’s Perspectives give users a richer, more complete understanding-something standard help documentation cannot provide.
You aren’t just told what a feature is.
You understand how it works.
You see why it matters.
You learn where it fits into your workflow.
And you discover how other users feel about it.
This transforms raw updates into clear, contextual, and actionable intelligence that supports better engineering decisions across the enterprise.
Empowering every user, every role
Whether you’re a designer exploring new capabilities, an admin evaluating adoption impact, a manager assessing value, or a trainee learning workflows-Perspectives ensure you see the information that matters most to you.
Punditas AI’s Insights Engine is built to not just deliver knowledge, but to deliver knowledge in context-and Perspectives are a key part of that mission.
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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