EXCEL-NATIVE BUSINESS PROFESSIONALS ALREADY RESPONSIBLE FOR THE ANSWER
Use ChatGPT to answer real business questions without becoming a programmer. AI can move fast. You still supply the context, verification, and judgment.
AI suggests. Analyst decides.
FP&A · Operations · Marketing · RevOps · BI / Analytics Leadership
◯ AI suggests.✕ You challenge it.◯ You decide what matters.
Use AI for the mechanics and first pass. Spend your time where business judgment changes the answer.
Use a repeatable process to test definitions, assumptions, context, and missing evidence.
Move from a plausible pattern to a recommendation the business can actually use.
Explain what you know, what you checked, what remains uncertain, and what changes the call.
FREE LEARNING · START HERE
Learn the full method on a real business analysis. When you want help applying it to work already on your desk, bring that work to the Lab.
Follow an Excel file all the way to a business decision. See what AI suggests, where context changes the answer, how evidence is verified, and what decision follows.
Safely develop AI-assisted analytical workflows without treating external AI as an approved repository for confidential data.
A reproducible AI analysis workspace for Excel-native analysts. Use the tools when they help. Keep the business question in control.
THE METHOD IN REAL LIFE
The model was mathematically right. The business context that changed the answer lived somewhere else.
See the free analysis library →Streaming delivery cost pennies compared with mailing DVDs, so the model valued them highly.
Studio agreements could trigger content payments that were not in the analytical dataset.
The right next move was not more analysis on the same data. It was to widen the frame.
The original Accidental Analyst method was praised by Stephen Few and recognized by Tableau. See the book and reviews →
THE MECHANISM
The Seven C's gives you a repeatable way to find what AI, the data, or your first explanation may have missed.
The decision the analysis must support is never stated, so everyone can answer a nearby question beautifully.
FREE WORKING TOOLS
Use the Decision Brief at the start of an analysis. Use the Seven C's Benchmark to find where your current analytical process is most vulnerable.
Define the decision, owner, deadline, metrics, evidence, context, and data restrictions before ChatGPT produces a polished answer to the wrong problem.
Use the Free Decision BriefScore your analytical workflow and see which stage deserves attention first.
Take the Free BenchmarkTWO WAYS TO APPLY THE METHOD
Individuals need repeated judgment on their own work. Teams with a shared business problem need a private implementation environment.
Apply AI analysis to the work already on your desk. Bring business questions, spreadsheets, analyses in progress, confusing findings, and decisions you need to defend.
See the Working Lab →Four private 3-hour sessions across four weeks, built around one primary business problem and selected participant examples.
See the Private AI Analysis Lab →WHEN THE WORK ON YOUR DESK MATTERS
Bring a real question, spreadsheet, analysis, or recommendation. Pressure-test it with expert judgment under real constraints.
AI explanation: slower pipeline conversion is the primary driver.
Rebuild the comparison on a consistent stage definition, separate timing slippage from true loss, then decide whether conversion actually deteriorated.
Repeated access to live analytical judgment for three months. Two sessions each week; attend either or both.
YOUR NEXT ANALYSIS
Start with the masterclass. Use the Decision Brief on your next real analysis. Bring the work to the Lab when you want repeated expert judgment.
