AlloyDB Integration Guides and Tutorials

Jerod Johnson
Director, Technology Evangelism

A list of guides and tutorials for connecting to and working with live AlloyDB data.

CData Software's connectivity tools enable users to connect directly to live AlloyDB data data from widely-used BI, analytics, ETL, and custom applications, ensuring that our customers can access their data wherever they desire. Below, you'll find a collection of guides and tutorials on integrating with live AlloyDB data.

Integration Use-Cases

Click below to jump to articles related to specific integration use-case.

Artificial Intelligence - agents, chatbots, and workflows (Claude, ChatGPT, n8n, crewAI, etc.)
Business Intelligence & Analytics - charting, reports, and more (Tableau, Power BI, Amazon QuickSight, etc.)
ETL & Replication - moving and replicating data (CData Sync, AWS Glue, Oracle Data Integrator, etc.)
Data Virtualization - retrieving and manipulating data (DbVisualizer, SQL Server PolyBase, etc.)
Software Development - developing custom applications (.NET, AngularJS, Ruby, Python, etc.)
Data Management - managing data (DBArtisan, RazorSQL, SQuirreL, etc.)
Workflow Automation - building automated workflows (SSIS, Power Automate, etc.)

Artificial Intelligence

Product	Technology	Article Title
Agentforce	Connect AI	Connecting Agentforce with AlloyDB Data
Agno	Connect AI	Use Agno to Talk to Your AlloyDB Data
Sourcegraph Amp	Connect AI	How to Connect to Live AlloyDB Data from Sourcegraph Amp
Antigravity	Connect AI	Integrate Google's Antigravity Agent with Live AlloyDB Data
Boomi AgentStudio	Connect AI	Integrating Boomi AgentStudio with AlloyDB Data
ChatGPT	Connect AI	Connect AlloyDB Data to ChatGPT
Claude Agent SDK	Connect AI	How to Connect to Live AlloyDB Data from Claude Agent SDK
Claude Code	Connect AI	How to Query Live AlloyDB in Claude Code
Claude.ai	Connect AI	Use Claude.ai to Talk to Your AlloyDB Data
Cline	Connect AI	Integrate Cline with Live AlloyDB Data
MS Copilot Studio	Connect AI	Connect AlloyDB Data to Microsoft Copilot Studio
crewAI	Connect AI	How to Connect to Live AlloyDB Data from crewAI Agents
Cursor	Connect AI	Integrate Cursor with Live AlloyDB Data
Databricks Agent Bricks	Connect AI	Use Databricks Agent Bricks to Talk to AlloyDB Data
Dataiku	Connect AI	Integrating Dataiku with AlloyDB Data
Dify	Connect AI	Integrate Dify with Live AlloyDB Data via CData Connect AI
ElevenLabs	Connect AI	Build Voice Agents in ElevenLabs with Access to Live AlloyDB Data
Emergent	Connect AI	Access Live AlloyDB Data in Emergent
Flowise	Connect AI	How to Connect Flowise AI Agents to Live AlloyDB Data
Azure AI Foundry	Connect AI	Use Azure AI Foundry to Talk to Your AlloyDB Data
Gemini Enterprise	Connect AI	How to Connect to Live AlloyDB Data from Gemini Enterprise
Gemini (CLI)	Connect AI	How to Connect to Live AlloyDB Data from Gemini CLI
GenSpark	Connect AI	Connecting GenSpark with AlloyDB Data
Google ADK	Connect AI	How to Connect to Live AlloyDB Data from Google ADK Agents
Google Vertex AI	Connect AI	Integrate Google Vertex AI Agents with Live AlloyDB Data
Goose	Connect AI	Integrate Goose with Live AlloyDB Data via CData Connect AI
Grok	Connect AI	Use Grok to Talk to Your AlloyDB Data
Gumloop	Connect AI	Integrating Gumloop with AlloyDB Data
IBM watsonx Orchestrate	Connect AI	Build AI Agents with AlloyDB Data in IBM watsonx Orchestrate
Langchain	Connect AI	Integrating LangChain with AlloyDB Data
LangGraph	Connect AI	Integrating LangGraph with AlloyDB Data
LibreChat	Connect AI	Integrate LibreChat with Live AlloyDB Data
LlamaIndex	Connect AI	Integrating LlamaIndex with AlloyDB Data
Manus AI	Connect AI	Use Manus AI to Talk to Your AlloyDB Data
Mastra	Connect AI	Connecting Mastra with AlloyDB Data
Mistral (Le Chat)	Connect AI	Connect AlloyDB Data to Mistral
Moonlit	Connect AI	Connecting Moonlit Workflow with AlloyDB Data
n8n	Connect AI	Build AlloyDB-Connected Workflows and AI Agents in n8n
OpenAI SDK (Python)	Connect AI	How to Connect to Live AlloyDB Data from OpenAI Python Applications
OpenCode	Connect AI	Integrate OpenCode with Live AlloyDB Data via CData Connect AI
Open WebUI	Connect AI	Integrate Open WebUI with Live AlloyDB Data
Relevance AI	Connect AI	Build Agents in Relevance AI with Access to Live AlloyDB Data
Roo Code	Connect AI	Access Live AlloyDB Data in Roo Code
Theia IDE	Connect AI	Integrate Theia IDE with Live AlloyDB Data
Windsurf	Connect AI	Integrate Live AlloyDB Data in the Windsurf IDE
Zed	Connect AI	Query Live AlloyDB Data in Zed Editor
Python MCP Server	Python	Connect AlloyDB to AI Assistants With the CData Python MCP Server

Business Intelligence & Analytics

Product	Technology	Article Title
LINQPad	ADO.NET	Working with AlloyDB in LINQPad
TIBCO Spotfire	ADO.NET	Visualize AlloyDB in TIBCO Spotfire through ADO.NET
Microsoft SSAS	ADO.NET	Build an OLAP Cube in SSAS from AlloyDB
Azure Analysis Services	Connect AI	Model AlloyDB Data Using Azure Analysis Services
ACL Analytics	Connect AI	Connect to AlloyDB Data in ACL Analytics
Alteryx Designer	Connect AI	Work with Live AlloyDB Data in Alteryx Designer (Connect AI)
Cognos Analytics (On-Prem)	Connect AI	Analyze AlloyDB Data in Cognos Analytics
SAP Crystal Reports	Connect AI	Publish Reports with AlloyDB in Crystal Reports (Connect AI)
Geckoboard	Connect AI	Create Dashboards and Visualize Live AlloyDB Data in Geckoboard
Looker Studio	Connect AI	Create Reports from AlloyDB Data in Looker Studio
Grafana	Connect AI	Create AlloyDB-Connected Dashboards in Grafana
Infragistics Reveal	Connect AI	Analyze AlloyDB Data in Infragistics Reveal
Klipfolio	Connect AI	Create AlloyDB-Connected Visualizations in Klipfolio
Looker	Connect AI	Analyze AlloyDB Data in Looker
Metabase	Connect AI	Create Interactive AlloyDB-Connected Metabase Dashboards
MicroStrategy	Connect AI	Connect to Live AlloyDB Data in MicroStrategy through Connect AI
Mode Analytics	Connect AI	Create AlloyDB-Connected Visualizations in Mode
Power Pivot	Connect AI	Access AlloyDB Data in Microsoft Power Pivot
Power Query	Connect AI	Access AlloyDB Data in Microsoft Power Query
Power BI Service	Connect AI	Visualize Live AlloyDB Data in the Power BI Service
Qlik Cloud	Connect AI	Create Apps from AlloyDB Data in Qlik Sense Cloud
Amazon QuickSight	Connect AI	Build Interactive Dashboards from AlloyDB Data in Amazon QuickSight
Redash	Connect AI	Query, Visualize, and Share live AlloyDB Data in Redash
SAP Analytics Cloud	Connect AI	Analyze AlloyDB Data in SAP Analytics Cloud
Amazon SageMaker	Connect AI	Integrate Live AlloyDB data into Amazon SageMaker Canvas
SAS Viya	Connect AI	Analyze Live AlloyDB Data in SAS Viya
Tableau	Connect AI	Visualize AlloyDB in Tableau Desktop (Connect AI)
Tableau Cloud	Connect AI	Build AlloyDB Visualizations in Tableau Cloud
ThoughtSpot	Connect AI	Model, Search, and Visualize Live AlloyDB Data in ThoughtSpot
Zoho Analytics	Connect AI	Create AlloyDB-Connected Dashboards in Zoho Analytics
Aqua Data Studio	JDBC	Connect to AlloyDB in Aqua Data Studio
AWS Databricks	JDBC	Process & Analyze AlloyDB Data in Databricks (AWS)
Birst	JDBC	Build Visualizations of AlloyDB in Birst
BIRT	JDBC	Design BIRT Reports on AlloyDB
SAP Crystal Reports	JDBC	Publish Reports with AlloyDB in Crystal Reports (JDBC)
FineReport	JDBC	Feed AlloyDB into FineReport
JasperServer	JDBC	Create AlloyDB Reports on JasperReports Server
Jaspersoft BI Suite	JDBC	Connect to AlloyDB in Jaspersoft Studio
JReport Designer	JDBC	Integrate with AlloyDB in JReport Designer
KNIME	JDBC	Enable the AlloyDB JDBC Driver in KNIME
Microstrategy Desktop	JDBC	Use the CData JDBC Driver for AlloyDB in MicroStrategy Desktop
Microstrategy Web	JDBC	Use the CData JDBC Driver for AlloyDB in MicroStrategy Web
MicroStrategy	JDBC	Use the CData JDBC Driver for AlloyDB in MicroStrategy
OBIEE	JDBC	AlloyDB Reporting in OBIEE with the AlloyDB JDBC Driver
Pentaho Report Designer	JDBC	Integrate AlloyDB in the Pentaho Report Designer
R	JDBC	Analyze AlloyDB in R (JDBC)
RapidMiner	JDBC	Connect to AlloyDB in RapidMiner
SAP Business Objects	JDBC	Create an SAP BusinessObjects Universe on the CData JDBC Driver for AlloyDB
Sisense	JDBC	Visualize Live AlloyDB in Sisense
Spago BI	JDBC	Connect to AlloyDB in SpagoBI
TIBCO Spotfire Server	JDBC	Operational Reporting on AlloyDB from Spotfire Server
Alteryx Designer	ODBC	Prepare, Blend, and Analyze AlloyDB in Alteryx Designer (ODBC)
Clear Analytics	ODBC	Build Charts with AlloyDB in Clear Analytics
IBM Cognos BI	ODBC	Create Data Visualizations in Cognos BI with AlloyDB
DBxtra	ODBC	Build Dashboards with AlloyDB in DBxtra
Domo	ODBC	Create Datasets from AlloyDB in Domo Workbench
Dundas BI	ODBC	Build Dashboards with AlloyDB in Dundas BI
QlikView	ODBC	Connect to and Query AlloyDB in QlikView over ODBC
R	ODBC	Analyze AlloyDB in R (ODBC)
SAS JMP	ODBC	Use the CData ODBC Driver for AlloyDB in SAS JMP
SAS	ODBC	Use the CData ODBC Driver for AlloyDB in SAS for Real-Time Reporting and Analytics
Visio	ODBC	Link Visio Shapes to AlloyDB
Power BI Desktop	Power BI	Author Power BI Reports on Real-Time AlloyDB
pandas	Python	Use pandas to Visualize AlloyDB in Python
Microsoft Excel for the Web	Connect Spreadsheets	Access Live AlloyDB Data in Excel for the Web
Microsoft Excel	Connect Spreadsheets	Access Live AlloyDB Data in Excel Desktop
Google Sheets	Connect Spreadsheets	Access Live AlloyDB Data in Google Sheets
Tableau	Tableau	Visualize AlloyDB in Tableau Desktop
Tableau Server	Tableau	Publish AlloyDB-Connected Dashboards in Tableau Server

ETL & Replication

Product	Technology	Article Title
Azure Data Factory	Connect AI	Import AlloyDB Data Using Azure Data Factory
Airbyte	Connect AI	Connect to AlloyDB Data in Airbyte ELT Pipelines
Google Data Fusion	Connect AI	Build Pipelines with Live AlloyDB Data in Google Cloud Data Fusion (CData Connect AI)
AWS Glue	Connect AI	Build ETL Jobs with AlloyDB Data in AWS Glue Jobs
SQL Server Linked Server	Connect AI	Connect to AlloyDB Data as a SQL Server Linked Server
petl (Python)	Connect AI	How to Build an ETL App for AlloyDB Data in Python with petl
Microsoft Power Automate	Connect AI	Build AlloyDB-Connected Automated Tasks with Power Automate (Desktop)
SnapLogic	Connect AI	Integration with AlloyDB Data in SnapLogic (Connect AI)
Workato	Connect AI	Build Automated Workflows with Live AlloyDB Data in Workato
Zapier	Connect AI	Build Automated AlloyDB-Connected Workflows in Zapier
Microsoft Excel	Excel	Transfer Data from Excel to AlloyDB
Apache Airflow	JDBC	Bridge AlloyDB Connectivity with Apache Airflow
Apache Camel	JDBC	Integrate with AlloyDB using Apache Camel
Apache NiFi Batch Operations	JDBC	Perform Batch Operations with AlloyDB Data in Apache NiFi
Apache NiFi	JDBC	Bridge AlloyDB Connectivity with Apache NiFi
CloverDX	JDBC	Connect to AlloyDB in CloverDX (formerly CloverETL)
ETL Validator	JDBC	How to Work with AlloyDB in ETL Validator
Google Data Fusion	JDBC	Build AlloyDB-Connected ETL Processes in Google Data Fusion
HULFT Integrate	JDBC	Connect to AlloyDB in HULFT Integrate
Informatica Cloud	JDBC	Integrate AlloyDB in Your Informatica Cloud Instance
Informatica PowerCenter	JDBC	Create Informatica Mappings From/To a JDBC Data Source for AlloyDB
Jaspersoft ETL	JDBC	Connect to AlloyDB in Jaspersoft Studio
Oracle Data Integrator	JDBC	ETL AlloyDB in Oracle Data Integrator
Pentaho Data Integration	JDBC	Integrate AlloyDB in Pentaho Data Integration
SnapLogic	JDBC	Integrate AlloyDB with External Services using SnapLogic (JDBC)
Talend	JDBC	Connect to AlloyDB and Transfer Data in Talend
FoxPro	ODBC	Work with AlloyDB in FoxPro
UiPath Studio	ODBC	Create an RPA Flow that Connects to AlloyDB in UiPath Studio
petl	Python	Extract, Transform, and Load AlloyDB in Python
BIML	SSIS	Use Biml to Build SSIS Tasks to Replicate AlloyDB to SQL Server
Microsoft Azure Tables	CData Sync	Automated Continuous AlloyDB Replication to Azure SQL
Azure Data Lake	CData Sync	Automated Continuous AlloyDB Replication to Azure Data Lake
Azure Synapse	CData Sync	Automated Continuous AlloyDB Replication to Azure Synapse
Google BigQuery	CData Sync	Automated Continuous AlloyDB Replication to Google BigQuery
Apache Cassandra	CData Sync	Automated Continuous AlloyDB Replication to Apache Cassandra
Couchbase	CData Sync	Automated Continuous AlloyDB Replication to Couchbase
CSV	CData Sync	Automated Continuous AlloyDB Replication to Local Delimited Files
Databricks	CData Sync	Automated Continuous AlloyDB Replication to Databricks
IBM DB2	CData Sync	Automated Continuous AlloyDB Replication to IBM DB2
Google Cloud SQL	CData Sync	Automated Continuous AlloyDB Replication to Google Cloud SQL
Heroku / Salesforce Connect	CData Sync	Replicate AlloyDB for Use in Salesforce Connect
Apache Kafka	CData Sync	Automated Continuous AlloyDB Replication to Apache Kafka
MongoDB	CData Sync	Automated Continuous AlloyDB Replication to MongoDB
MySQL	CData Sync	Automated Continuous AlloyDB Replication to MySQL
Microsoft OneLake	CData Sync	Automated Continuous AlloyDB Replication to Microsoft OneLake (Fabric)
Oracle Database	CData Sync	Automated Continuous AlloyDB Replication to Oracle
PostgreSQL	CData Sync	Automated Continuous AlloyDB Replication to PostgreSQL
Amazon Redshift	CData Sync	Automated Continuous AlloyDB Replication to Amazon Redshift
Amazon S3	CData Sync	Automated Continuous AlloyDB Replication to Amazon S3
SAP HANA	CData Sync	Automated Continuous AlloyDB Replication to SAP HANA
SingleStore	CData Sync	Automated Continuous AlloyDB Replication to SingleStore
Snowflake	CData Sync	Automated Continuous AlloyDB Replication to Snowflake
SQLite	CData Sync	Automated Continuous AlloyDB Replication to SQLite
SQL Server	CData Sync	Automated Continuous AlloyDB Replication to SQL Server
Vertica	CData Sync	Automated Continuous AlloyDB Replication to a Vertica Database

Data Virtualization

Product	Technology	Article Title
APOS Live Data Gateway	Connect AI	Build Semantic Layer Views for AlloyDB Data (Connect AI)
SQL Server PolyBase	Connect AI	Connect to AlloyDB Data using PolyBase with Connect AI
Salesforce Connect	Connect AI	Edit and Search AlloyDB External Objects in Salesforce Connect
Salesforce External Services	Connect AI	Connect to AlloyDB through External Services in Salesforce
APOS Live Data Gateway	JDBC	Build Semantic Layer Views for AlloyDB (JDBC)
Denodo	JDBC	Create A Data Source for AlloyDB in Denodo Platform
Dremio	JDBC	Connect to AlloyDB as an External Source in Dremio
PostgreSQL FDW	JDBC	A PostgreSQL Interface for AlloyDB
Access Linked Tables	ODBC	Update AlloyDB with a Microsoft Access Linked Table
SQL Server Linked Servers	ODBC	Connect to AlloyDB as a Linked Server
MySQL Federated Tables	ODBC	Connect to AlloyDB as Federated Tables in MySQL
Oracle Database	ODBC	Access AlloyDB as a Remote Oracle Database
SQL Server PolyBase	ODBC	Connect to AlloyDB as an External Data Source using PolyBase
TIBCO Data Virtualization	TIBCO DV	Access Live AlloyDB Data in TIBCO Data Virtualization

Software Development

Product	Technology	Article Title
.NET Charts	ADO.NET	DataBind Charts to AlloyDB
EF - Code First	ADO.NET	Access AlloyDB with Entity Framework 6
DevExpress	ADO.NET	DataBind AlloyDB to the DevExpress Data Grid
EF - LINQ	ADO.NET	LINQ to AlloyDB
EF - MVC	ADO.NET	Build MVC Applications with Connectivity to AlloyDB
PowerBuilder	ADO.NET	Connect to AlloyDB from PowerBuilder
Google Apps Script	Connect AI	Connect to AlloyDB Data in Google Apps Script
AppSheet	Connect AI	Create AlloyDB-Connected Business Apps in AppSheet
Appsmith	Connect AI	Create AlloyDB-Connected Applications in Appsmith
Axios	Connect AI	Build AlloyDB-Connected Web Apps with Axios and CData Connect AI
Bubble.io	Connect AI	Build AlloyDB-Connected Apps in Bubble
Choreo	Connect AI	Build Custom Apps on AlloyDB Data in Choreo
Dash (Python)	Connect AI	Use Dash to Build Web Apps on Live AlloyDB Data
Jitterbit	Connect AI	Integrate with Live AlloyDB Data in Jitterbit
Mendix	Connect AI	Build AlloyDB-Connected Apps in Mendix (Connect AI)
NodeJS	Connect AI	Query AlloyDB Data in Node.js (via Connect AI)
OutSystems	Connect AI	Create AlloyDB-Connected Enterprise Applications in OutSystems
pandas (Python)	Connect AI	How to Visualize AlloyDB Data in Python with pandas
Microsoft Power Apps	Connect AI	Integrate Live AlloyDB Data into Custom Business Apps Built in Power Apps
Python	Connect AI	Getting Started with the CData Connect AI Python SDK for AlloyDB
Retool	Connect AI	Build AlloyDB-Connected Apps in Retool
RunMyProcess	Connect AI	Connect to AlloyDB Data in RunMyProcess
Unqork	Connect AI	Create AlloyDB-Connected Applications in Unqork
Apache Spark	JDBC	Work with AlloyDB in Apache Spark Using SQL
AWS Lambda	JDBC	Access Live AlloyDB Data in AWS Lambda
ColdFusion	JDBC	Query AlloyDB in ColdFusion Using JDBC
Filemaker Pro (on Mac)	JDBC	Bidirectional Access to AlloyDB from FileMaker Pro (on Mac)
Hibernate	JDBC	Object-Relational Mapping (ORM) with AlloyDB Entities in Java
IntelliJ	JDBC	Connect to AlloyDB in IntelliJ
JBoss	JDBC	Connect to AlloyDB from a Connection Pool in JBoss
JDBI	JDBC	Create a Data Access Object for AlloyDB using JDBI
JetBrains RubyMine	JDBC	Integrate AlloyDB with JetBrains RubyMine
JRuby	JDBC	Connect to AlloyDB in JRuby
Mendix	JDBC	Build AlloyDB-Connected Apps in Mendix (JDBC)
RunMyProcess DSEC	JDBC	Connect to AlloyDB in DigitalSuite Studio through RunMyProcess DSEC
Servoy	JDBC	Build AlloyDB-Connected Apps in Servoy
Spring Boot	JDBC	Access Live AlloyDB Data in Spring Boot Apps
Tomcat	JDBC	Configure the CData JDBC Driver for AlloyDB in a Connection Pool in Tomcat
WebLogic	JDBC	Connect to AlloyDB from a Connection Pool in WebLogic
.NET QueryBuilder	ODBC	Rapidly Develop AlloyDB-Driven Apps with Active Query Builder
ColdFusion	ODBC	Query AlloyDB in ColdFusion Using ODBC
C++Builder	ODBC	DataBind Controls to AlloyDB Data in C++Builder
Delphi	ODBC	DataBind Controls to AlloyDB Data in Delphi
Filemaker Pro	ODBC	Bidirectional Access to AlloyDB from FileMaker Pro
Go	ODBC	Write a Simple Go Application to work with AlloyDB on Linux
Lazarus IDE	ODBC	Easily Integrate AlloyDB Data in Lazarus Pascal IDE
NodeJS	ODBC	Query AlloyDB through ODBC in Node.js
PHP	ODBC	Natively Connect to AlloyDB in PHP
PyCharm	ODBC	Using the CData ODBC Driver for AlloyDB in PyCharm
Python	ODBC	Connect to AlloyDB in Python on Linux/UNIX
VCL App (RAD Studio)	ODBC	Build a Simple VCL Application for AlloyDB
Ruby	ODBC	Connect to AlloyDB in Ruby
Dash	Python	Use Dash & Python to Build Web Apps on AlloyDB
SQLAlchemy	Python	Use SQLAlchemy ORMs to Access AlloyDB in Python

Data Management

Product	Technology	Article Title
HeidiSQL	Connect AI	Connect to AlloyDB Data in HeidiSQL
Apache Solr	JDBC	Import AlloyDB Data into Apache Solr
Coginiti Pro	JDBC	Access Live AlloyDB Data in Coginiti Pro
DataGrip	JDBC	Query AlloyDB Data in DataGrip
DB Artisan	JDBC	Manage AlloyDB in DBArtisan as a JDBC Source
DbVisualizer	JDBC	Connect to AlloyDB in DBVisualizer
DBeaver	JDBC	Connect to AlloyDB in DBeaver
Informatica Enterprise Data Catalog	JDBC	Add AlloyDB to Informatica Enterprise Data Catalog
QuerySurge	JDBC	Validate AlloyDB Data with QuerySurge
RazorSQL	JDBC	Connect to AlloyDB in RazorSQL
SQuirreL	JDBC	Connect to AlloyDB in Squirrel SQL Client
DB Artisan	ODBC	Connect to AlloyDB in DBArtisan
MySQL Workbench	ODBC	Query AlloyDB in MySQL Workbench (ODBC)

Workflow Automation

Product	Technology	Article Title
Nintex Workflow Cloud	Connect AI	Build AlloyDB-Connected Workflows in Nintex
Pipedream	Connect AI	Connecting Pipedream with AlloyDB Data via CData Connect AI
Power Automate	Connect AI	Integrate AlloyDB Data into Power Automate Automated Tasks
MuleSoft Anypoint	JDBC	Access AlloyDB in Anypoint Using SQL
Blue Prism	ODBC	Integrate Live AlloyDB Data for Intelligent Robotic Process Automation
SSIS Export	SSIS	Export Data from SQL Server to AlloyDB through SSIS
SSIS Import	SSIS	Import AlloyDB Data into SQL Server using SSIS
SSIS Lookup	SSIS	Insert New or Update Existing AlloyDB Records from SQL Server

Ready to get started?

Learn more:

AlloyDB Connectivity Solutions

CData is the data layer that makes AI work in production—live connectivity and replication across hundreds of the most critical enterprise sources, semantic context, and built-in governance. Powering AI for Databricks, Microsoft, Google, Palantir, and 10,000+ customers worldwide.