It's a principal-agent problem. Imagine there is $100,000 in front of you. You are absolutely forbidden from taking any of it. However, if you set it on fire, and write a short memo inventing a plausible justification for doing this, your working life will be easier over the next year. A lot of people would do that with only very minor guilt.
From the employer perspective: there's no magic way to find out whether spending is "good" or not. You can add process and reviewers to check. But that also costs money, and slows down all the actual work. That's how you end up spending $1000 of staff time to have a meeting to approve purchasing a pen.
And also ask for stuff you don't need, which you can "give up" during the budget allocation process.
Corporate Budgeting is a game. If you need to play, best you first learn the rules.
Having money left over at the end of the budget year is a failure, as that money could have been used in a profitable projects.
The point is not that investing the company's money wisely doesn't make sense but that looking hat how much each department used and then basing the next budget on that alone is the opposite of wise because those departments are run by humans that will be looking out for themselves first.
Put more bluntly, you cannot convince your bean counters to give you money you didn't spend, because if you didn't spend the money you didn't need it regardless your arguments for wanting/needing a seemingly extraneous budget.
Of course, this leads to the incentive of spending your entire budget no matter heaven or hell so you maintain your budget next year which can lead to actually wasting money rather than saving it.