How it works
Five steps, on your own traffic.
Nothing changes for your users until your own model matches the one you run today.
Step 01
Connect
Change one URL.
Your app keeps calling the model it runs today.
Your appOS3 ComputeYour current modelAnswers come back unchanged
Step 02
Learn
See what your product repeats.
OS3 sorts your traffic into tasks, shows what each one costs, and holds some requests back as that task's test.
Your requests, by task
Support replies
Ticket triage
Extraction
Set aside as the test
Step 03
Train
A small model for each task.
It learns the task from your own requests, with fine-tuning and reinforcement learning.
Your traffic
Your model
Training
Step 04
Switch
Only when it matches.
Once your model matches the one you run today on that test, it takes the task for 10% of your users, then all of them. You can send it back.
Traffic for one task
Your modelCurrent modelStep 05
Improve
It keeps learning.
New traffic and your team's corrections train the next version. You set the bar each one has to pass.
Versions of your model
v1v2v3Each one has to pass before it ships
Answers come back unchanged
Your data
Your traffic trains your models, and no one else's.