Products

Token Physics brings AI cost control into Snowflake.

Token Physics is a Snowflake Native App published through the Snowflake Marketplace. It helps businesses monitor Cortex spending, understand recurring AI workloads, and find practical ways to improve cost efficiency.

Cortex spend visibility

Monitor AI usage and cost patterns where your Snowflake teams already work.

  • Usage trends across recurring workflows.
  • Views designed for finance, data, and operations teams.
  • Cost movement that can be explained and acted on.

Workflow optimization

Find the jobs that are worth tuning before Cortex usage becomes difficult to manage.

  • Recurring workload analysis.
  • Prompt and model efficiency signals.
  • Prioritized opportunities for reducing waste.

Snowflake-native delivery

Deploy directly from the Snowflake Marketplace without moving sensitive operational data elsewhere.

  • Marketplace distribution.
  • Governed installation inside Snowflake.
  • Designed for teams standardizing on Cortex.
Who it serves

For teams turning AI experiments into recurring operations.

Token Physics is built for organizations that are adopting Snowflake Cortex across production workflows and need a clearer operating model for spend, accountability, and optimization.

Use cases

  • Track AI cost by recurring workflow.
  • Spot unexpected Cortex spend increases.
  • Evaluate optimization candidates before budget reviews.
  • Create shared visibility between data and finance teams.
Request access Snowflake Marketplace
Data Shares

Trusted data products are still available.

Customer Physics continues to offer Snowflake data shares for teams that need structured education data without building their own collection and normalization pipeline.

Delivered for Snowflake teams

  • Clean, documented tables delivered through Snowflake sharing.
  • Private share options for organization-specific needs.
  • Refresh and coverage details available during sales review.
Data Share

College Schedule Share

Academic calendar and schedule data for teams that need consistent college timing data in Snowflake.

  • Term dates, breaks, finals, and key academic windows.
  • Standardized fields for downstream analytics and workflows.
  • Snowflake share delivery for fast onboarding.
Private Share

Private K-12 Data Share

Private school and district data shares for teams that need K-12 operational context in a governed Snowflake environment.

  • District and school-level operational data.
  • Private delivery aligned to customer coverage needs.
  • Structured for analysis, enrichment, and workflow integration.