Jacob Matson

Jacob Matson's photo

Dev Advocate at MotherDuck

Jacob joined MotherDuck after a career as a startup operator in finance and data roles.

44 BLOG POSTS AND VIDEOS

Vibe Coding has come for BI

2026/04/30 - Jacob Matson

Vibe Coding has come for BI

The agent writes the SQL and the data viz now. Here's what's still your job — and how to implement data-layer changes that took a very hard natural language to SQL benchmark from 30% to 93% accuracy with Gemini Flash.

"Shareable visualizations built by your favorite agent" video thumbnail

1:00:10

2026-02-25

Shareable visualizations built by your favorite agent

You know the pattern: someone asks a question, you write a query, share the results — and a week later, the same question comes back. Watch this webinar to see how MotherDuck is rethinking how questions become answers, with AI agents that build and share interactive data visualizations straight from live queries.

Webinar

AI ML and LLMs

MotherDuck Features

" Preparing Your Data Warehouse for AI: Let Your Agents Cook" video thumbnail

2026-01-27

Preparing Your Data Warehouse for AI: Let Your Agents Cook

Jacob and Jerel from MotherDuck showcase practical ways to optimize your data warehouse for AI-powered SQL generation. Through rigorous testing with the Bird benchmark, they demonstrate that text-to-SQL accuracy can jump from 30% to 74% by enriching your database with the right metadata.

AI, ML and LLMs

SQL

MotherDuck Features

Stream

Tutorial

"The MCP Sessions - Vol 2: Supply Chain Analytics" video thumbnail

2026-01-21

The MCP Sessions - Vol 2: Supply Chain Analytics

Jacob and Alex from MotherDuck query data using the MotherDuck MCP. Watch as they analyze 180,000 rows of shipment data through conversational AI, uncovering late delivery patterns, profitability insights, and operational trends with no SQL required!

Stream

AI, ML and LLMs

MotherDuck Features

SQL

BI & Visualization

Tutorial

" The MCP Sessions Vol. 1: Sports Analytics" video thumbnail

2026-01-13

The MCP Sessions Vol. 1: Sports Analytics

Watch us dive into NFL playoff odds and PGA Tour stats using using MotherDuck's MCP server with Claude. See how to analyze data, build visualizations, and iterate on insights in real-time using natural language queries and DuckDB.

AI, ML and LLMs

SQL

MotherDuck Features

Tutorial

BI & Visualization

Ecosystem

"Data-based: Going Beyond the Dataframe" video thumbnail

2025-11-20

Data-based: Going Beyond the Dataframe

Learn how to turbocharge your Python data work using DuckDB and MotherDuck with Pandas. We walk through performance comparisons, exploratory data analysis on bigger datasets, and an end-to-end ML feature engineering pipeline.

Webinar

Python

AI, ML and LLMs

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