Kloudgen, Inc

With over 30 years of experience in data management, we have been offering solutions for optimizing cost and performance for data platforms. Our latest offering, InstaQuery, leverages generative AI to optimize SQL queries with unparalleled efficiency. Achieving 100% accuracy in testing 1200 TPC benchmark queries in just 40 minutes, InstaQuery stands out for its unique approach. In the realm of LLMs, hallucinations are a common challenge. However, industry examples like QueryGPT from Uber demonstrate that guiding LLMs towards specialized tasks reduces hallucinations significantly. By introducing multiple in-between agents to sub-divide prompts, productivity and efficiency can be boosted significantly. InstaQuery leverages over 50 agents to identify anti-SQL patterns and tailor dynamic specialized LLM prompts for rewriting SQL queries with nearly 100% accuracy. While our solutions, available as a web app and REST API for 15 data platforms, we offer native apps support for snowflake for enhanced security for both InstaQuery and InstaQuery API. Specifically for Snowflake, our applications not only rewrite queries but also automatically detect long running or expensive queries. Then through static analysis and environment checks, we identify inefficiencies such as mixed workloads in the executing warehouse or recent warehouse size changes, detecting over 102 inefficiencies and providing comprehensive recommendations in under a minute. Benefits: 1. It increases developers’ productivity by over 500% by using Instaquery as part of their SDLC process and by deploying optimized queries and avoiding environmental inefficiencies to start with. 2. It automates Admin and support tasks and allows clients to repurpose those resource for revenue generating workloads 3. It can make migrations of legacy workloads to cloud much faster by ensuring that optimized workloads are being deployed. For more information or to schedule a demo, email ypgupta@kloudgen.com