# ThoughtSpot full walkthrough: search, Spotter AI, data modelling and live boards

> 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:** 2026-10-18
- **Format:** Video · 52 min watch · transcript available
- **Topics:** Data visualisation, Data prep, AI & ML, Tool strategy
- **Tools:** ThoughtSpot
- **Canonical:** https://just-tim.com/posts/thoughtspot-full-walkthrough
- **Watch:** https://www.youtube.com/watch?v=6lmJ-Se-Tuk

I walk through ThoughtSpot end to end: onboarding, the search-driven answer canvas, building live boards, the Spotter AI assistant and Spotter Viz plan mode, and the data modelling and query visualiser tools underneath. I also share context from ThoughtSpot's three-day vendor training that shaped my perspective on the platform.

## Key takeaways

- ThoughtSpot's search-based 'answer' interface replaces drag-and-drop with typed questions and keyword filters, which has a learning curve but suits AI-first workflows
- Every asset exports to a TML (YAML) file, making dashboards and data models portable and inspectable in plain text
- Spotter's plan mode can build a full live board from a single natural-language prompt, often faster than the manual answer-building workflow
- The data modelling layer supports layered permissions so connection owners, model builders and chart creators can all be different people or groups
- The query visualiser lets you dissect multi-step pre-aggregated queries, which is especially useful for debugging complex data sources

## Chapters

- 0:33 Why ThoughtSpot impressed me more than expected
- 1:23 Behind the scenes: CEO contact and vendor training
- 9:03 Onboarding and first login experience
- 11:22 Interface overview: insights, data, developer, admin
- 12:20 Search data and building answers
- 15:16 Exporting TML and data portability
- 17:32 Building charts: bar, line, map and pie
- 24:58 Assembling a live board and adding filters
- 31:47 Spotter AI: plan mode and auto-built dashboards
- 37:46 Spotter chat for ad hoc questions
- 40:51 Data modelling, joins and permissioning
- 47:15 Query visualiser deep dive

Watch the full video, read the transcript and use chapter deep-links on the page: https://just-tim.com/posts/thoughtspot-full-walkthrough

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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