Service
Cost optimization
Budgets that stop AI overspend.
What we set up
Limits and attribution across every provider.
- Spend per user, team and app
- Budgets enforced at the gateway
- Cheaper models where they suffice
- Alerts before limits hit
Typical savings
~50%+ savings
Lower-cost models
Use open-source and more efficient models.
~30% savings
Smart routing
Route each request to the model that fits.
~10% savings
Spend controls
Visibility, warnings and budget limits.
~10% savings
Context optimization
Compaction, tool pruning and caching.
Estimates published by Databricks for Unity Gateway. What you save depends on your usage.
Deliverables
- Attribution mapped to your organisation
- Budgets and routing live
- Reports finance can use