Certified metric logic must travel across analysis without making curation a bottleneck.
Administrators need approval over shared definitions, while analysts need those definitions where they already work.
Who you’d be doing this for
“Finance asked why the app and the notebook disagree, and I had to trace two different SQL paths.”
Ian Bakker · Analytics Engineering Manager
Owns trusted metric definitions for an enterprise data team whose analysts publish internal data apps.
What is at stake
Pilot enterprise workspaces need approved metric logic to appear consistently across their analysis surfaces. You have to weigh administrator control against an analyst flow people will actually adopt.
Why it isn’t already fixed
Every obvious fix costs something else. That’s the part you’d have to decide.
- administrator control vs analyst momentum
- shared definitions vs local analytical flexibility
- visible provenance vs uncluttered notebooks
- platform reuse vs fast product learning
Why Hex
Notebook, app, and conversational analysis surfaces all depend on shared definitions staying legible across connected warehouse workflows.
Written with these in mind
Not your kind of problem? 9 more at Hex, or browse every organization.
This is the setup. The work is inside.
Running it puts you in the room: the full situation and its constraints, stakeholders who push back in their own words, and the decisions that are yours to make. What you produce becomes a Day One Plan — work you can show someone instead of describing.