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10 guides in this editorial preview
Analyze 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
How to give AI the context it needs
Build a prompt around the actual business task, evidence, audience, and review criteria. Compare vague and specific instructions, then save a reusable brief that preserves uncertainty and makes the result easier to check.
No coding required
Your first useful AI workflow at work
Start with a small workplace task and turn supplied notes into a useful draft. Practice giving clear instructions, checking every claim, and saving a reusable method before adapting it to your own work.
No coding required
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.
No coding required
Automate a historical liquidity ratio analysis with Python
Reproduce a historical liquidity analysis using Python, a small CSV, and a reusable ratio module. Validate the inputs, export the results, and create plots while keeping formula conventions and the limits of historical data clear.
Python required
Build a reusable financial ratio module with Python
Put twenty financial ratio calculations into a reusable Python module with explicit input definitions and error handling. Test the functions, distinguish percentages from multiples, and understand which accounting conventions changed from the original tutorial.
Python required
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Foundations explain a skill you can use across tasks. Workflows help you complete one piece of business work. Projects bring several skills together into a larger result.
Each guide states its tool and coding requirements. The library also includes Python examples for readers ready to explore that approach.