We're a startup trying to understand how teams track, allocate, and optimize their LLM & token costs. No right answers... just real ones.
How do you currently track spending on AI / LLM tools across your teams?
Is the use of AI tools a growing trend at your company, or is it still relatively limited today?
What kind of dashboard or visibility would be most useful to manage these costs?
What's currently preventing you from having that level of visibility, if anything?
Is the main goal to optimize spending, forecast it, or both?
Do you think you could optimize costs by adjusting models, providers, or usage volume? Why or why not?
