Why let AI analyze my data instead of learning Excel formulas or SQL?

Because the bottleneck stops being syntax and becomes asking good questions. Modern AI tools write and run real code on your files, so a founder can get in seconds what used to take weeks of formula and query practice. You still want enough data literacy to sanity-check what comes back, but you no longer need to master VLOOKUP or JOINs before getting real answers from your own numbers.

On the AI map, 29 October 2026 Spreadsheets, data and internal tools Finance and accounting

Go deeper18 sources

What AI can do with a toolbox: Getting started with Code Interpreter
Ethan Mollick · Article · Jul 2023

The Wharton professor's original field report on why an AI that writes its own code beats memorizing formulas.
Ethan Mollick on Code Interpreter's statistical common sense
Ethan Mollick · Thread · Jul 2023

Shows AI restructuring messy PDF data and running models unprompted, the exact grunt work founders dread.
Code Interpreter might be the most useful application of AI so far
Fortune · Article · Jul 2023

Mollick's line that things that took weeks in his PhD were done in seconds, with fewer errors than a human analyst.
How AI Completely Reshaped This Data Analyst's Job (Luke Barousse)
Ken's Nearest Neighbors Podcast · Video · 2024

A working analyst explains candidly which parts of his job AI actually took over.

Watch it here
How We Use AI as Data Analysts (Data Career Podcast ep 76)
Data Career Podcast with Luke Barousse · Podcast · 2023

Two practitioners compare the tasks worth delegating to AI versus the ones worth learning yourself.
Do You Still Need to Learn SQL in the Age of AI?
Maven Analytics · Article · 2025

The balanced case for how much SQL a non-analyst actually needs now that AI writes queries.
Should you still learn SQL (in the age of LLMs)?
Ergest Xheblati (Data Wise) · Article · 2025

A veteran SQL author argues the skill shifts from writing queries to judging them.

All 18 sources

SQL in 2025: What's New and Why It Still Matters
LearnSQL.com · Article · 2025

The counter-argument: why a thin layer of SQL literacy still compounds even with AI on top.
Excel vs Power BI vs SQL vs Python vs AI
Data With Baraa · Article · 2025

A clean mental model for stacking AI on top of traditional tools instead of choosing between them.
AI Was Supposed to Replace Data Analyst Jobs. Here's What Actually Happened
Kedeisha Bryan · Video · Mar 2026

A reality check on what AI genuinely automated in analytics versus the hype.

Watch it here
What even is the modern data stack, featuring Benn Stancil
The Changelog · Podcast · 2024

A founder who built a BI company explains why most companies over-invest in data tooling.
Analytics is at a crossroads
Benn Stancil · Article · 2025

The sharpest industry writer on what AI actually changes about the analyst's craft.
Analyzing data with ChatGPT (OpenAI Academy)
OpenAI · Guide · 2025

OpenAI's own free walkthrough, including the framing prompt 'I'm trying to decide X, based on Y'.
Everything's a Fad (Including This Podcast), with Benn Stancil (The Test Set)
Wes McKinney and Benn Stancil · Podcast · Apr 2026

The pandas creator and a BI founder debate what survives of data work after LLMs.
Data Analysis With AI in 21 Minutes
Tina Huang · Video · 2025

An ex-Meta data scientist's compact framework for when AI beats doing the analysis by hand.
Analyzing data in ChatGPT like your job depends on it
Definite · Article · 2024

A data-tool founder shows the practical ceiling of chat-based analysis, and how to work within it.
Why the Future of AI in Data will be Weird, with Benn Stancil
DataCamp DataFramed · Podcast · 2023

Why 'insight' needs human context even when AI does all the computation.
Will AI Replace Data Analysts? The Honest Answer
Zazo · Video · Mar 2026

A no-hype breakdown of which analysis skills still pay off for non-analysts.

Watch it here