Notes
Tasks
Done
- DONE Data tracking - AI Enablement
DONE Init a document for me and Phuong Nguyen to discuss.
- Asked chi Phuong, she wants to:
- Track how many prospects/customers enabled AI?
- Know how long for a tenant since created to enabling AI?
- My follow-up questions to make things clearer:
- Suppose we know the it’s long enough for a tenant to enable AI, then what’s next?
- Data policy?
- Action 1: Make our data policy more explicit.
- Action 2: Review policy.
- Data modeling is not well-prepared?
- Pricing
- Free or not? Make it more explicit.
- Data policy?
- These survey-like questions are currently not being tracked under any form.
- Although hard to convince it’s good enough, but it’s quick to build from data side, there’s no reason to reject this. => Set at #P3
- Suppose we know the it’s long enough for a tenant to enable AI, then what’s next?
- Asked Giap (engineer):
- Toggle AI:
public.tenants.settings->enablement. - Banner:
public.users.settings->personal->ai->hide_banner. - These data are already stored in bigquery via Data Import -> dbt snapshot.
- Toggle AI:
- Expected output: an analytical-ready dataset for answering written questions.
- I found a dashboard already tracking these information: AI Settings.
- Ask: If I add the
hide_bannertracking, does this dashboard meet your requirements? - Phuong answered we can suspend this if the ROI is low. Will get back if later trigger.
- Asked chi Phuong, she wants to:
DONE Support Pass The Keys sharing object dependency data
DONE Working on a shareable dashboard
- Meanwhile, waiting for her use case to support better.
- Suggested her with the dataset custom view: https://docs.holistics.io/docs/datasets/custom-views, waiting for her thoughts.
- She replied that migrating to 4.0 is cost-prohibitive to them.
((69a42ffd-22c7-4b43-8b34-0f663743abcf))
DONE 2026 Feb Product Office Hours (P2)
- Embedded analytics
DONE Something wrong when I change the directory of prefect, dbt to
holistics/data, especially auto virtual env awareness from uv.- Just
uv syncagain, it worked. - The problem is inside
.venv/bin/activatethere’s a hard-code path to append to $PATH.
- Just
DONE 2026 Feb Product Office Hours (P1)
LEARNING AMQL better than YAML
- How a typed language is better for AI programming? (Gemini)
- https://zenvanriel.com/ai-engineer-blog/strict-typing-compilers-help-ai-agents/