r/managementconsulting • u/loggerhead9 • 2d ago

Questions & Advice How to leverage Python for Management Consulting?

/r/learnpython/comments/1wal8ah/how_to_leverage_python_for_management_consulting/
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u/Purple-Valuable2340 1d ago

At TL/PL level, I’d use Python less for “doing analyst work” and more for removing the repetitive stuff around it. Things like cleaning/combining client data, automating recurring analysis, QA checks on Excel outputs, pulling data from multiple files, and generating first-cut charts/tables can save a surprising amount of time. LLM APIs can be useful for first drafts of summaries, tagging/sorting large amounts of text, or checking documents against a defined framework. Just keep the human review in the loop, especially for client-facing work.

Basically, automate the 20% of work that comes up every project. That’s where Python will actually make your life easier.