What is InstaQuery™
InstaQuery by Kloudgen is the ultimate AI solution for Snowflake optimization, delivering up to 70% cost savings and a 500% boost in productivity. Unlike generic LLMs, InstaQuery leverages 50+ intelligent agents and a specialized multi-agent framework to rewrite and optimize queries with near-perfect accuracy.
- Automatically detects costly or slow-running queries
- Optimizes performance and reduces compute waste
- Analyzes over 100 inefficiencies in seconds
- Achieves 100% accuracy on 1,200 TPC queries in just 40 minutes
- Integrates seamlessly as a Web App, REST API, or native Snowflake app
Designed for both performance tuning and cost optimization, InstaQuery empowers data teams to eliminate inefficiencies and scale faster—without manual intervention. It now supports 18 various SQL dialects including Snowflake.
Examples of Inefficiencies Related to Snowflake
Snowflake inefficiencies fall into three categories: static, dynamic, and environmental—each affecting cost and performance.
- Static inefficiencies stem from poor query or schema design. Examples include:
- Inefficient joins and aggregations without partitioning.
- Inappropriate data types or compression.
- Missing clustering keys leading to full-table scans.
- Dynamic inefficiencies arise during runtime due to load, concurrency, and execution plans.
- Environmental inefficiencies result from misconfigured warehouses, scaling issues, or excess temporary storage use.
Addressing these is key to Snowflake optimization, cost reduction, and performance gains.
Benefits of InstaQuery
- Scalable Snowflake Optimization via API: InstaQuery enables full automation by processing thousands of queries per hour through seamless API integration—ideal for enterprise-scale Snowflake optimization initiatives.
- Boost Developer Productivity by 500%+: By integrating InstaQuery into the software development lifecycle (SDLC), teams deploy performance-optimized queries from day one—eliminating environmental inefficiencies and reducing manual rework.
- Automated Admin & Support Offloading: InstaQuery automates routine administration and support tasks, allowing teams to reallocate up to 40% of engineering hours to high-value, revenue-generating initiatives.
- Accelerate Cloud Migrations: Whether moving from on-prem or legacy data warehouses, InstaQuery speeds up migration to Snowflake by ensuring only optimized workloads are deployed, reducing tuning overhead by over 60%.
- Maximize Cost & Performance Optimization: InstaQuery identifies and resolves over 100 query inefficiencies, leading to up to 70% cost savings and a 300% performance boost across Snowflake workloads.
- Available as Snowflake Native Apps, Rest API and Web APP . Now supporting 18 different SQL dialects.
Book a Demo
See InstaQuery in action and discover how you can cut costs and boost performance