Ask HN: Is there any way to avoid missing milestones without micromanagement?

As a project manager, I sometimes find it hard to motivate my team to deliver on time. Perhaps there is some invisible work that gets in their way, or unexpected blockers waste too much time. I try to communicate with my team but still miss milestones even if the milestones are aligned by everyone. Any advice?