Next-Generation Analytics Architecture
Purpose-built from the ground up for search, automated insights, ease of use, scale, and enterprise governance.
Product Architecture
A full-stack product architecture powering the world’s most advanced, yet easy-to-use, number crunching machine.
Data Connectors & API
SpotIQ
AI Engine
Relational Search
Engine
BI & Visualization Server
In-Memory Calculation Engine
Distributed Cluster Manager
Enterprise Security & Governance
Relational Search Engine
A guided search experience that lets anyone analyze data in seconds.
Easy for Anyone to Use
Use search to build your own charts and dashboards in seconds—no experts or advanced training needed, even for the most complex queries.
Instant Response Time
Get real-time, guided, schema-aware search suggestions from billions of rows of data and multiple sources in an instant.
100% Accuracy and Trust
Always know how your search was computed with complete transparency—no guessing or interpretation.
RELATIONAL SEARCH ENGINE FEATURES
Automatic Search Index
Guided Search Suggestions
DataRank
Search Inspector
SpotIQ AI Engine
Get trusted, automated insights from billions of data points in a single click.
Automated Insights
Use built-in artificial intelligence to run dozens of advanced analytics algorithms on billions of data points and automatically spot actionable insights that are important to you.
Insights You Can Trust
Know how insights were generated. Humans remain in the loop and guide machine logic to ensure relevant, trusted and accurate machine-discovered insights.
Speed at Scale
Execute hundreds of queries and advanced analytics algorithms on billions of data combinations across multiple sources to uncover interesting insights in seconds.
SPOTIQ AI ENGINE FEATURES
Sophisticated Algorithms
Natural Language Narratives
Feedback Loop
Push-Based Insights
BI & Visualization Server
Automatically generates queries and best-fit charts.
Query Complexity Simplified
Intelligent query generation that allows anyone to search across complex schemas using natural language with 100% accurate results.
Automatic Visualizations
Take the guesswork out of building charts and give every business user the ability to craft their own interactive visualizations.
Reusable Logical Data Models
Create shared metadata models complete with business logic on combined datasets to ensure consistent answers.
BI & VISUALIZATION SERVER FEATURES
Smart Query Generation
On-the-Fly Calculations
Best-Fit Visualizations
Data Worksheets
In-Memory Calculation Engine
Crunching billions of rows of data in milliseconds.
Speed at Scale
Search on billions of rows of data across multiple sources and get answers in an instant.
No Performance Tuning
No cubes, aggregations, summary tables or data marts required to optimize for performance. Source data fidelity is maintained for flexible analysis at any level.
Analyze All Your Data Together
Converge data from all your enterprise sources, no matter how diverse or large, into a single, dedicated analytics cache for fast query performance across sources.
In-Memory Calculation Engine FEATURES
Massively Parallel Processing
Query Performance Optimizer
Data Sharding & Replication
Distributed Cluster Manager
Monitor, manage, and scale-out with ease.
Easily Grow Data and Users as You Go
ThoughtSpot grows as your usage grows, so you can scale out to any data size without compromising user experience.
Reliable, Always on Access
Rest easy knowing that the system is always ready-to-go. You’ll never lose your data.
Proactive Monitoring and Support
Set up and go. The system continuously monitors the health of the cluster and intelligently repairs itself when needed, reducing administration overhead.
DISTRIBUTED CLUSTER MANAGER FEATURES
Web-Scale Architecture
Built-in Fault Tolerance
System Utilization & Performance Monitoring
Enterprise Security & Governance
Enterprise-grade controls to ensure secure, trusted, and governed usage across the organization.
Secure Access at Scale
Fine-grained permissions for millions of users and hundreds of thousands of security groups ensure only authorized users have access to the right set of data.
Single Version of the Truth
Consistent management of data via a centralized governance framework across a shared data model.
Trusted Answers
Accurate answers, full transparency, and traceability to the source data ensures consistent and trusted insights.
Enterprise Security & Governance Features
LDAP & SAML Integration
Fine-Grained Access Control
Object, Row & Column-Level Security
Data Lineage & Auditability
Data Connectors & APIs
Easily bring data from any source into ThoughtSpot.
Connect Any Data at Scale
Access data on-premise or in the cloud, from data repositories to enterprise applications or flat files, regardless of source.
Supports Industry Connectivity Standards
Connect to any data source or leverage your existing ETL solution via industry standard ODBC/JDBC interfaces.
Easily Build Your Own Data Product
Create a tailored analytics experience powered by Thoughtspot’s Relational Search Engine using an extensive library of REST-based APIs.
DATA CONNECTOR & API FEATURES
Native or JDBC/ODBC Compliant Data Connectors
Fast Parallel Loader
REST-based API