For startups
Move fast, and still know what broke
You do not have an ML platform team, and you should not need one. Cloudmind is one SDK call and gives you the trace, the cost and the eval from day one.
What small teams get out of it
Five minutes to first trace
One wrapper around your existing client. No collector to run, no schema to design.
Costs you can see coming
Spend broken down by feature and by customer, so a runaway loop shows up the day it starts.
Free tier that is actually usable
50,000 traces a month, all features, no credit card.
Grows with you
The same product handles the SOC 2 questionnaire later, so switching is never a migration.