It is said that you only need to calculate pi to 62 decimal places, in order to calculate the circumference of the observable universe, from its diameter, to within one Planck length.
Most of us are probably dealing with more terrestrial things. Automobile tires, for example. And we can usually tolerate more sloppy calculations. Say, to within one micrometer.
Given a specified scale and/or desired precision, how can we figure out how many digits of pi we really need?
Suppose you have an approximation $\pi_n$ of $\pi$ to $n$ decimal places. Then $\pi_n < \pi < \pi_n + 10^{-n}$ (These inequalities are strict as $\pi$ is not rational). Then you can do whatever you would do to $\pi$ to this inequality instead and then solve for $n$ when you know how big an error you can have.