Twing Pulse

**Pulse by Twing Data: Empowering Snowflake Users with Enhanced Data Insights**

At Twing Data, we specialize in optimizing data architectures to enhance performance and reduce costs. Our expertise lies in parsing and analyzing client warehouse metadata to build comprehensive, end-to-end models of data systems, surfacing actionable insights that drive efficiency and savings.​

Our Snowflake Native App offers a selection of Twing Data's powerful insights, utilizing Snowflake's existing metadata and query hashing capabilities to provide:​

- **Per-Minute Heatmaps of Warehouse Usage**: Identify minimum compute charge flags and visualize workload distribution to minimize unnecessary queue times and concurrency issues.​
- **Per-Workload Metrics**: Access sortable tables displaying fail rates, costs, durations, and more, enabling informed decision-making.​
- **Workload Time Series Analysis**: Examine specific workloads over time through daily time series of aggregated metrics or delve into granular per-query execution metrics.​
- **Unused/Underused Tables and Columns**: Detect and address inefficiencies by identifying underutilized data structures.​

Future updates will integrate more features from our comprehensive suite, including our proprietary query hashing algorithm, all executed within the secure Snowflake environment.​

Experience streamlined data management and optimization with Twing Data's Snowflake Native App, designed to unlock the full potential of your Snowflake investment.