Build AI agents with named queries in Sema4.ai Team Edition

This step-by-step tutorial shows how to define a named query, configure your Snowflake data source with the Sema4.ai SDK, and build an agent that understands business questions and answers with real data. Prerequisite: Sema4.ai Studio connected to Snowflake.

In this step-by-step tutorial, learn how to create an intelligent agent that not only analyzes your Snowflake data but also takes real action based on its findings. 

We'll build a complete call center data agent using Sema4.ai Studio and Snowflake Cortex Analyst. The same principles work for financial reporting, marketing automation, operational monitoring, or any workflow where you need AI agents that perform actual work based on data insights.

What You'll Learn:

✅ Create semantic models in Snowflake for natural language queries

✅ Build an AI agent that understands your business context

✅ Connect multiple tools: Snowflake, Google Docs, and Gmail

✅ Automate data analysis and reporting workflows

✅ Make your agent take action, not just provide answers

Perfect for:

Data analysts who want to automate reporting

Business teams needing self-service analytics

Developers building AI-powered workflows

Anyone tired of writing complex SQL queries

To follow this tutorial, you need:

Sema4.ai Studio

Snowflake (Cortex Analyst)

(Optional) Google Docs & Google Mail ( you can use any actions or your own MCPs)

Useful Links

Google OAuth Setup: https://sema4.ai/docs/build-agents/pr... 

Getting started with Team Edition: https://sema4.ai/docs/team-edition

What will you build next? Drop your ideas in the comments!

In this quick tutorial, see how Sema4.ai Studio empowers you to build powerful enterprise AI agents by defining behavior with natural language instructions, going from idea to working agent in minutes, and connecting securely to enterprise applications—without writing code. Build and test AI agents directly from your desktop, making it ideal for business users who want to automate valuable work without technical expertise.

Start building your AI agents with Sema4.ai Studio today.