Snowflake & Databricks AI FinOps Workshops

Your team will be able to: Your team leaves with a warehouse cost-governance playbook and a locked-down MCP pattern that lets AI agents query Snowflake or Databricks without blowing up compute, storage, or token spend.

For analytics and platform managers upskilling a team that's already had an MCP integration explode their warehouse cost, or whose company blows through its monthly AI token budget. Covers Snowflake/Databricks cost diagnostics (storage vs. compute, query-level cost analytics, backfill guardrails), least-privilege MCP scoping so AI agents can't run unbounded queries, segregating high-volume chat token spend from precious developer/codegen token spend, model-tier restriction policies, skill/prompt registries for consistent team-wide AI use, and a Grafana-based dashboard pattern that surfaces cost anomalies before month-end instead of after.