Ever wonder what your business users are actually asking Zoë? The new Dynamic Fields Admin Panel in Clarity Engine gives you a window into those real questions and turns them into fuel for your data model.
With this feature, you can see which concepts users ask about most, identify gaps in your data definitions, and prioritize what to build next, all without guessing or slowing down.
What Are Dynamic Fields?
Dynamic Fields are new concepts that users ask Zoë about that don’t yet exist in your standardized data model. Instead of disappearing into the void, they’re automatically captured and surfaced for review.
This means your team can:
- See exactly what users are asking about, and how often.
- Identify emerging business concepts early (before they hit your backlog).
- Collaborate with stakeholders to define, standardize, and approve new metrics or dimensions.
How It Works: From Question to Definition
- Discovery: When users ask Zoë about something that’s not yet modeled, it appears in the Dynamic Fields Admin Panel under Settings → Dynamic Fields.
- Review: Explore which concepts are trending and how frequently they appear.
- Iterate: Partner with your business or analytics teams to clarify meaning and align definitions.
- Promote: Turn approved concepts into standardized fields that become part of your governed model.
The result? A self-evolving semantic layer that grows with your organization, driven by real user needs, not guesswork.
Why It Matters: No More Guessing What to Build Next
Most data teams struggle to anticipate what the business needs. The Dynamic Fields Panel flips that script.
You get:
- Data-backed prioritization: Build based on demand, not assumptions.
- Governed growth: Keep semantic consistency even as you scale.
- Faster iteration: No more being the bottleneck for new metrics.
In short, it’s data modeling guided by your users, not dictated by them.
How to Try It
You can find it under:
Settings → Dynamic Fields
Jump in, explore what your users are curious about, and start turning questions into clarity.
We’d love your feedback. Tell us how it’s helping your team stay aligned and agile.