Cut data platform costs without sacrificing performance
Datafold's optimization agents automatically reduce your Databricks and Snowflake spend by intelligently routing workloads and optimizing queries — with zero lift from your team.
Route every query to the right compute, automatically
SQL Proxy is a transparent middleware that analyzes incoming queries and routes them to the most cost-efficient compute. Large warehouses only spin up for truly large queries. Small workloads run on cheaper compute. Savings start from day one with zero changes to your existing queries, tools, or workflows.
Optimize queries automatically without compromising data quality
Datafold's optimization agent analyzes your SQL workloads and rewrites inefficient queries to improve performance. Every optimization is validated with Data Diff to guarantee data parity — so you get faster, cheaper queries with zero risk to data quality.
Why data teams choose Datafold for optimization
Immediate savings
Cost reduction starts from day one. SQL Proxy transparently routes queries to cheaper compute without any changes to your existing tools or workflows — no migration, no refactoring, no effort from your team.
SLA preservation
Cut costs without cutting corners. Intelligent routing ensures critical workloads always get the compute they need while shifting lighter queries to cheaper resources, maintaining your data freshness and availability SLAs.
Validated optimizations
Every code optimization is automatically verified with Data Diff to ensure data parity. You get the performance gains without the risk — no silent data quality regressions.
Optimize your data platform, end to end
Right-size every workload
SQL Proxy uses ML-based smart routing to match queries with appropriately-sized compute. Small dashboard refreshes don't need a 4XL warehouse — and complex ETL jobs don't get bottlenecked on undersized resources.
Eliminate waste at the code level
The optimization agent identifies inefficient SQL patterns — unnecessary full table scans, suboptimal joins, redundant computations — and rewrites them. Combined with Data Diff validation, every change is safe and verified.
Ready to reduce your data platform costs?
Data Platform Optimization is currently in beta. Talk to our team to learn how SQL Proxy and agentic code optimization can cut your Databricks or Snowflake spend.