Every analyst has been there: Deadline looming, data in hand, and a BI tool that either requires a workflow you haven't learned or a colleague you can't reach. So you open Excel. It's familiar, it's flexible, and it works right now.
So that's where the work happens—and now where insight stays, ungoverned and invisible to your team, your analytics stack, and your agents.
Today, native spreadsheets in ThoughtSpot move into Early Access: a fundamental fix to how enterprise analytics breaks down at the last mile. Introduced as part of the next generation of Analyst Studio, it gives analysts the governed flexibility they need without ever leaving the platform.
The Hidden Cost Behind Every Export
One export is a workaround. But multiply that across every team and deadline? You have thousands of calculated columns, cohorts, and insights living outside your platform, outside your governance, and outside the reach of your AI.
And it compounds:
Every formula built in a disconnected spreadsheet file is logic your AI can't learn from.
Every file emailed around is a version your analytics platform can’t govern.
Every insight that never made it back to the platform is a decision made on data nobody can audit.
The loss isn't visible in any single export—it shows up when your AI gives an answer nobody can trust.
The tools designed to fix this made it worse. Enterprise BI platforms that do offer governance charge analysts for it in other ways: steep learning curves, rigid workflows, and tool-specific logic just to do what Excel does in five minutes. So analysts kept exporting. Not because they didn't care about governance, but because the governed option was never flexible enough to compete.
ThoughtSpot built native spreadsheets to close that gap.
Analysis and Prep That Stays Governed
Most spreadsheet integrations in BI tools require you to export your data, manipulate it somewhere else, and finally import it back. If that last step is missing, the governed environment you started in never sees the work you did in the middle.
Native spreadsheets in ThoughtSpot work differently. The grid lives inside the same platform where your data is prepared, your AI agents run, and your Liveboards surface insights. The work analysts do in the spreadsheet doesn't leave; it becomes part of the governed semantic layer that the rest of the platform runs on.
The first home for this capability is Analyst Studio, ThoughtSpot's unified workspace for data preparation—and the interface where your analysts are already doing the work that powers the rest of the platform. But the vision is bigger: spreadsheet flexibility embedded natively across ThoughtSpot, wherever analysts need it.
In practice, it looks like this:
Familiar Formulas, Enterprise Scale
Access 70+ formulas—IF, SUMIF, VLOOKUP-style lookups, group_aggregate, and more—alongside cell-based calculations in a grid that works the way you already do. If you've used a spreadsheet before, there's no learning curve.
Advanced Filtering and Conditional Formatting
Slice your data exactly the way you need it with advanced multi-column filters. You can use conditional formatting to surface patterns and outliers, just like you would in Excel, but on governed, warehouse-scale data.
Connect to the Data Where It Already Lives
Import .xlsx files directly from OneDrive and SharePoint, upload local .csv, .tsv, and .xlsx files, or pull in Google Sheets—all through ThoughtSpot's built-in connectors in Analyst Studio. Your data comes to the platform in a few clicks.
One Click to AI-Ready
Publish your analysis with a single click. Your prepped dataset becomes immediately available to Spotter, your most trusted enterprise agent for analytics, and surfaces in Liveboards across the organization. The logic you built in the grid doesn't disappear into a file; it becomes part of your governed semantic layer: searchable, auditable, and ready for AI.
A Day in the Life: From Raw Data to Decision-Ready Insights
Why This Matters for Data Leaders
The export problem isn't one analyst's habit: it's happening across every team, every deadline, at a scale most data leaders can't see.
Native spreadsheets in ThoughtSpot give your data team flexibility to take care of tasks quickly at hand, while preserving visibility, auditability, and reusability in analytics that used to disappear the moment they left the platform.
Analyst Studio offers SQL for those who think in queries, Python and R for those who think in code, and spreadsheets for those who think in cells and formulas. Now, every analyst on your team has a way to work that fits how they think—all in the same governed environment, all producing AI-ready data.
The cherry on top: with SpotCache in Analyst Studio, you’re scaling AI-ready data to every user, without cloud-spend surprises.
The Vision: One Governed Loop
Spreadsheets in ThoughtSpot are part of a broader vision: a single, governed loop where data preparation and AI-driven insight happen in the same place. When a formula written in a grid can immediately power a Spotter answer or a Liveboard, analysts become more impactful, and data leaders get the governance and visibility they've been chasing. And organizations stop losing their best analytical work to the dark matter of ungoverned files.
We built this for every analyst who has ever thought, "I just need to tweak this in Excel real quick."
Now you can do it right here in ThoughtSpot—and the insight doesn't disappear when you're done.
Request a demo to see it in action.
