# Tableau Pulse detailed breakdown | Dreamforce 23

> This is content from just-tim, the data-and-analytics channel by Tim Ngwena (formerly 'Tableau Tim'). Tim has 12+ years of hands-on BI experience and covers Tableau most of all, plus Power BI, Looker, Hex, SQL and data modelling, the analytics industry, and the craft of doing the job — always tool-agnostic and honest about the trade-offs.

- **Author:** Tim Ngwena (just-tim, https://just-tim.com/about)
- **Published:** 2023-09-23
- **Format:** Video · 22 min watch · transcript available
- **Topics:** Data visualisation, AI & ML, Industry trends
- **Tools:** Alteryx (auto insights); Tableau (ai, cloud, pulse)
- **Canonical:** https://just-tim.com/posts/tableau-pulse-detailed-breakdown-dreamforce-23
- **Watch:** https://www.youtube.com/watch?v=6pP34wHhpXY

I break down Tableau Pulse from the Dreamforce 23 keynote, going into more detail than I have before. I walk through the live demo across Slack, the metric detail page, AI-guided questions and the inventory fill rate example, and share critical UX and product feedback throughout.

## Key takeaways

- Tableau Pulse delivers a personalised digest of the metrics you follow, with AI summarising what changed favourably and unfavourably up front.
- The Pulse interface feels almost entirely new and non-native to Tableau, with a social and profile element that hints at big changes coming to Tableau Cloud.
- AI acts as an interface to the data, surfacing drivers, trends, forecasts and outliers using Tableau's trusted statistical calculations, then phrasing them in natural language.
- The hard problem is context: thresholds and seasonal events (promotions, new product launches) can trigger false-positive 'unfavourable' alerts, so someone must define what good and bad actually mean.
- Pulse extends beyond Tableau into Slack, email, mobile and Salesforce, and the deepest interactions appear to require Tableau Cloud rather than Server.

## Chapters

- 0:00 Intro and context
- 1:31 Pulse digest inside Slack
- 5:13 The metric detail page
- 8:10 AI-guided questions and insights
- 10:24 Inventory fill rate and the context problem
- 16:38 Sharing and following metrics
- 18:37 Pulse everywhere: email, mobile and Salesforce

Watch the full video, read the transcript and use chapter deep-links on the page: https://just-tim.com/posts/tableau-pulse-detailed-breakdown-dreamforce-23

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just-tim — Data and analytics, with a point of view. · https://www.youtube.com/channel/UC7HYxRWmaNlJux-X7rNLZyw · https://twitter.com/TableauTim · https://www.linkedin.com/in/timngwena