AI Token Budgeting: Insights from Box CEO for Companies

• AI token budgeting is quickly becoming one of the most critical cost management challenges for businesses deploying large language models at scale.
• Box CEO Aaron Levie has been vocal about how companies need to think differently about AI spend — treating tokens like a finite, strategic resource rather than an unlimited utility.
• Most companies are flying blind on token consumption, and that’s where the real money is being lost.
• There’s a direct connection between prompt design, context window management, and your monthly AI bill — and most teams don’t know it yet.
• Keep reading to discover the exact ...