The AI Way · Blog
Practical AI for analysts
Real workflows, real numbers, no hype. Built and run in real BI work.
How to write and debug SQL with AI (without it hallucinating joins)
AI writes SQL that looks right, runs clean, and returns the wrong number. Here is the practitioner pattern that makes AI-generated SQL trustworthy, plus how to debug it.
Will AI replace data analysts? A BI Director's honest 2026 take
No, and yes. AI will not replace analysts. The analyst who uses AI will replace the one who does not. A no-hype field report on what AI actually takes and what it cannot touch.
Gemini vs ChatGPT vs Claude for data work: which to actually use
I use all three every week as a BI Director. Here is the honest, task-by-task breakdown of which AI to reach for: SQL, exploration, big messy schemas, and automation.
n8n for data analysts: the no-code automation starter (with 3 workflows)
n8n is the free, no-code tool that lets an analyst automate the boring half of the job without waiting on engineering. What it is, why it fits analysts, and the first 3 workflows to build.
Automating data quality checks with AI (catch the broken pipeline first)
The worst way to learn your pipeline broke is a stakeholder pointing at a zero. Here is a free AI-assisted data health check that catches NULLs, zeroes, and impossible values before anyone else sees them.
Why your AI pilot failed: the 4 mistakes every BI team makes
4 AI pilots died in 18 months at 3 companies. Same patterns, same 4 mistakes. Here they are, plus what a pilot that actually ships looks like.
4 AI prompts I use three times a week (as a BI Director)
Four quick ChatGPT and Gemini prompts BI analysts run every week. Then the 6 power-prompts that actually replace busywork, delivered free by email.
AI for business analysts in India: what actually changes in your day (2026)
Three things I was told would happen to my analyst job. None did. One thing I never expected: I got 4 hours back. A no-hype field report from India BI.
Natural language to SQL: the Slack bot pattern that stops stakeholders DM-ing you
A small n8n + Gemini Slack bot that answers ad-hoc data questions before they hit your DMs. Plus the clarify gate that stops garbage queries.
How I automated my weekly report and got 4 hours back every Monday
A 90-minute n8n workflow that pulls SQL, writes the narrative with Gemini, drops it in Slack for approval, and auto-sends. Cost: ₹0/month.
Steal 6 AI prompts senior analysts use to skip busywork
The prompts a practicing Director of BI uses to skip the busywork.
- ✦Fix SQL that won't run
- ✦Turn any dashboard into plain English
- ✦Pin down why a metric moved
- ✦Monday-morning TL;DR
- ✦Root cause to hypothesis
- ✦Metric definitions that stick
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