I'll be at the office from 10 o'clock tomorrow.

Literal

Tomorrow [topic-は] 10-o'clock [from-から] company [at-に] exist.

10時から marks the starting time — 'from 10 o'clock.' 会社にいます uses に for the location of existence with いる. A simple scheduling statement.