Meet the Agents
Spotter, SpotterModel, SpotterViz, and SpotterCode
Get Answers. Just Ask.
Spotter is the core intelligence engine designed to deliver boundaryless intelligence to everyone. Acting as your analytical partner, just ask Spotter a question, and it reasons through every step, checks its own work, and continuously refines the result, just like an analyst. Powered by ThoughtSpot’s patented search token architecture and agentic semantic layer, Spotter guarantees transparency and explainability in AI answers, giving you the confidence to make decisions that drive growth.
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Automated Modeling. Accelerated Insight.
SpotterModel turns raw data into governed semantic models in minutes. Guided by your business logic, it maps relationships, dimensions, and measures with human-in-the-loop validation—keeping definitions consistent across workflows and automating maintenance. Your team reviews and approves while SpotterModel does the rest.
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Data to Dashboards, Instantly.
SpotterViz is your dashboarding agent that turns data into a story in minutes. SpotterViz plans the story, generates the right answers, and builds a complete Liveboard automatically, from structure to layout to styling, with precision and consistency that no manual workflow can match. Escape the endless grind of layout fixes, chart resizing, title rewrites, and color updates, and focus on driving critical decisions.
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Less Coding. More Shipping.
SpotterCode brings AI-assisted coding directly into your IDE, letting you start with a simple prompt that describes the experience you want. It understands your intent and generates the right code patterns, components, and embed logic—so you can move quickly from idea to intelligent feature without getting bogged down in repetitive setup work.
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Boundaryless Intelligence with Spotter 3
Spotter 3 is our smartest agent yet. It acts as a true analytical partner that thinks, reasons, and validates its work—all automatically. It blends structured and unstructured data to go beyond traditional data sources, providing a complete picture of the business. With new skills, like Python coding and forecasting, Spotter 3 acts as your AI data scientist. Spotter 3 ensures every question leads naturally to confident, data-backed action.
Automated semantic modeling with SpotterModel
Building data models requires SQL expertise and institutional knowledge. Use natural language instead. Describe what you're building and SpotterModel understands your data instantly by mapping relationships, dimensions, and measures in minutes. Your team reviews and deploys, clearing backlogs without adding headcount.
Learn moreData to dashboards instantly with SpotterViz
Move from question to clarity faster than ever before. SpotterViz removes the blank-page problem by understanding your intent, identifying the right questions, finding the right data, and building a complete Liveboard with narrative flow and logical structure, in minutes. With a single prompt, it plans the story, creates answers with Spotter, and gives you a ready-to-explore, intuitive first draft dashboard in minutes — no dragging, dropping, or guesswork required.
Learn moreDeliver intelligent apps instantly with SpotterCode
SpotterCode brings AI-assisted coding directly into your IDE, letting you start with a simple prompt that describes the experience you want. It understands your intent and generates the right code patterns, components, and embed logic—so you can move quickly from idea to intelligent feature without getting bogged down in repetitive setup work.
Learn moreGet answers, just ask Spotter
Spotter is your analytical partner for trusted insights on your enterprise data. Just ask a question, and it reasons through every step, checks its own work, and continuously refines the result, just like an analyst. Able to answer your most advanced analytical questions and reason across both structured and unstructured data, Spotter delivers accurate, explainable answers to help you move from question to trusted insight without manual analysis.
Learn moreIntegrates into your ecosystem
Your infrastructure choices are critical to the success of your AI strategy. Spotter is designed to integrate seamlessly with leading cloud platforms and any large language models (LLMs) you choose, including the GPT-series models, Google Gemini, Snowflake Cortex, and Claude. This flexibility allows Spotter to adapt to your existing data ecosystem, rather than forcing you to change your infrastructure. Spotter works with the choices you’ve already made, making it easier to unlock the full potential of your data.
Multi-skilled agent
for analytics
Drive greater ROI by eliminating complex query processing and rigid workflows with Spotter’s multi-skilled agentic analytics. Instantly get actionable answers to any business-critical question—like “how do I reduce churn?”—with Spotter’s automatic, multi-dimensional analysis that uncovers not only the “what,” but also the“how” and “why.” Effortlessly adapt to any business context and empower your team with natural, conversational data exploration, real-time feedback, and transparent insights that build trust, accuracy, and confidence at scale.
Make every app an intelligent app with
a few lines of code
Today’s business leaders need insights fast in the tools and applications they log into every day. Spotter is not just a part of your enterprise dashboards — it can be embedded in your custom or business applications with just a few lines of code, making it easy to surface insights and take action wherever you are. Imagine your AI insights connected across Salesforce, ServiceNow, Slack, and mobile. With ThoughtSpot MCP Server, integrate Spotter’s skills into your custom agents, LLMs, and agentic applications. ThoughtSpot makes it easy to turn any app into an intelligent app.
Self-service analytics the way it
was meant to be
Asking a business question sounds simple.
But there’s a lot of complexity involved in getting a trusted, accurate, and relevant answer from your data using GenAI. For self-serve analytics that actually drive business outcomes, your AI solution must:
Handle real-world data that is messy, massive, and complex
The data you want to analyze will never be perfectly clean. Real-world datasets may cover multiple use cases, requiring extensive joins across hundreds of tables and thousands of columns to unlock insights.
Interpret your natural language correctly
Translating complex business questions into data queries is hard because of natural language nuances, including spelling mistakes and typos, ambiguous references, and incompleteness.
Handle complex analytical queries
Business questions are inherently complex, often requiring deep, multi-layered analyses beyond simple queries. These analyses need to be performed on the fly, ranging from filters and comparisons, to formulas and query within other queries.
Understand the context of your industry
Every industry and business uses unique terminology. The same phrase can hold different meanings depending on your context. Certain questions cannot be answered reliably without additional business context or direct guidance from users with industry expertise.
How does Spotter guarantee no hallucinations?
Foundational models and text-to-SQL solutions just don’t cut it.
Our tech stack tackles complexity head-on, delivering results no one else can.
Here’s how we uniquely do it.
Loved by Innovative,
Fast-Growing Companies
ThoughtSpot is the Agentic Analytics platform that empowers everyone to ask and answer any question, on any data, anywhere you work.
