Customer Physics
AI operations for Snowflake Cortex teams.
Token Physics is a Snowflake Native App that helps businesses track Cortex spending, understand workload behavior, and optimize recurring AI workflows without moving data out of Snowflake.
Token Physics
- Spend tracking for Snowflake Cortex usage.
- Workflow-level visibility for recurring AI jobs.
- Optimization signals for costly prompts and models.
- Marketplace deployment as a Snowflake Native App.
Track Cortex spend
See where Cortex costs are coming from across recurring jobs, teams, and business workflows.
Optimize repeat work
Identify expensive prompts, inefficient model choices, and workflows that should be tuned before they scale.
Stay native to Snowflake
Install from the Snowflake Marketplace and analyze operational usage close to the data your team already trusts.
Why it matters
Cortex adoption needs operating discipline.
AI workflows can become recurring infrastructure quickly. Token Physics gives data and operations teams a practical control plane for monitoring usage, explaining cost movement, and improving the jobs that run every day.
Built for operators
- Cost views organized around real business workflows.
- Signals that point to concrete optimization opportunities.
- Native installation and governance through Snowflake.