Migration
Move from self-hosted TensorZero to Concentrate
Keep the gateway benefits teams want, without owning the service, provider config, upgrades, logs, billing views, and security review work yourself.
Hosting
Managed
Concentrate runs the gateway, so there's no service to host or upgrade.
Code change
Base URL + key
Point your client at Concentrate and keep app logic.
Rollout
By workload
Replay requests, compare output, and move traffic gradually.
New capabilities
What your team gains with Concentrate
01
Stop hosting the gateway
Use managed model access instead of maintaining your own service.
02
Add buyer views
Give finance, security, and engineering a shared view of usage.
03
Keep team controls
Use API keys, workspaces, SSO, RBAC, redaction, and audit logs.
Migration basics
Frequently asked questions
When should a team move from TensorZero to Concentrate?
Move when running the gateway is no longer just hosting. If your team is also building spend views, request logs, audit logs, redaction, access controls, and upgrade workflows, Concentrate can replace that internal maintenance work.
Do we lose routing control when we stop self-hosting?
No. You can still choose model routes, provider paths, fallbacks, API keys, teams, spend limits, and security settings. The change is that your team no longer owns the service, upgrades, and reporting layer.
How should we test the migration?
Replay known requests through both paths, then compare outputs, latency, token counts, errors, and fallback behavior. Move traffic by workload instead of flipping every app in one deploy.