Practical AI for business professionals
Use AI to do better business work.
Learn how to bring AI into your everyday workflows in finance, data analytics, economics, marketing, and business operations. I share practical examples and lessons to help you understand where AI can help, how to use it, and how to check the results.
Featured guide
Use AI to draft budget-versus-actual commentary
Turn a small budget comparison into clear management commentary. Calculate the variances, give AI the facts, and check its explanation before sharing the result.
Check the numbers. Give AI useful context. Review the draft.
Explore the library
All guidesAnalyze customer feedback and identify recurring themes
Organize a small feedback sample into traceable themes without exaggerating what it represents. Keep record IDs, counting rules, mixed comments, and proposed actions visible so another reviewer can reproduce and challenge the interpretation.
No coding required
Turn a recurring process into a clear operating procedure
Turn incomplete process notes into an operating procedure with roles, steps, and unresolved decisions visible. Use AI to organize the draft, then walk through normal and exception cases before treating it as an approved procedure.
No coding required
Prepare a messy spreadsheet for analysis
Clean a small sales dataset while preserving the original records and documenting each decision. Use AI to propose transformations, then verify duplicates, dates, missing amounts, row counts, and totals before treating the result as analysis-ready.
No coding required
Analyze financial statements with AI assistance
Use a small financial statement extract to calculate growth, margins, and liquidity, then ask AI to explain the results within the evidence. Keep reporting periods, source references, and unanswered questions visible throughout the analysis.
No coding required
How to verify an AI-generated business analysis
Review an AI-written analysis by separating facts, calculations, interpretations, and recommendations. Use a small worked example to identify unsupported causes, correct a percentage-point error, and produce a checked explanation you can defend.
No coding required
Find your business focus
All topicsLearn by doing
Use the practice workbook, prompt worksheet and Python examples to turn a guide into something you can check and reuse.
Explore practice resourcesWhy Not A Programmer?
I’m Marco, and I started this site to share practical ways business professionals can use technology in their work. It began with Python and low-code examples. Today, that same idea guides the focus on AI: learn by solving a useful problem and understanding the result.
About the site