Your best runs, trained into a model that’s yours.
Runs your team already approved train a private open-weight model for the work you repeat most, hosted privately behind your gateway, at up to 60% lower cost at scale. Before anything changes, you see how it scores against your current model on the same cases and when it pays for itself.
Reviewed runs and approved examples train a model private to your workspace, never a shared one.
Accuracy and cost per successful task against your current model, on cases it never saw in training.
High-volume tasks move to your private model once it clears your bar, with break-even shown before you spend.
Teach it with runs your team already approved.
Pick a task you repeat at volume, like routing tickets or extracting invoices. Reviewed agent runs and examples from your own datasets become the training set.
You choose exactly what it learns.
Every example is one your team marked correct, with personal and sensitive details removed before training.
Your workspace shows which models you can train today.
Start from an open-weight model that fits the job.
Choose from families by NVIDIA, Google, and Meta, as well as GLM and DeepSeek. The result is your private version, trained on your examples.
Know it beats your current model before you switch.
Record scores the trained model and the one you run today on the same held-out cases, so the decision rests on your numbers.
Accuracy, cost, and speed against today’s model.
Each run ends in a clear verdict: ready to adopt, short of your bar, or too close to call.
Training, hosting, and break-even before you spend.
See the one-time training estimate, the hourly hosting price, and the monthly volume where the model pays for itself. When the math says wait, the estimate says so.
Your model, in the Gateway you already use.
Switch the agents you choose. Every other agent stays on the model it uses today.
Adopt it where it wins. Restore in one step.
It sits beside your other approved models with the same access controls and spend tracking, and Monitoring compares each agent before and after on live conversations.
Bring one task you repeat at volume.
We’ll size the training set, estimate training and hosting, and show where a private model pays for itself. Need a specific region? We’ll confirm availability first.