"Modelling" and false precision

Hey team,

I'm in consulting but would love your thoughts. I do a lot of reasonably heavy model building and I often get the feeling that there's a lot of 'false precision' in the modelling done in consulting, and have heard anecdotally the same of IB, PE. Seems to be some excitement when there is e.g. a forecast, but it is often totally dependent on inherently unknowable variables. The old adage of garbage in garbage out. Obviously, the answer is not don't model anything, but I do sometimes feel like the balance is not right. 

Do those of you in IB/PE ever/often feel like the modelling work you're doing is overzealous/not justified based on the uncertainty faced and what's required to make a decision? How do you think about this when/if you are spending a lot of your time modelling?

Curious. Thanks 

 

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