---
agentTools:
  projectIndex: https://docs.siffletdata.com/llms.txt
---

# Product Release 2023-01-31

Release: Updated Dashboard and new custom ML-based monitor

### ✨ New & Improved

* **Dashboards**: Users can now have better visibility on the monitoring coverage and conduct analysis on their incidents and the time to resolutions.
* **Metric observability: ML-based custom rules:** Users can now observe and monitor business metrics with custom SQL queries and leverage Siffle ML capabilities to detect anomalies and adjust to future behaviors automatically.

### 🛠 Fixes

* Fixed a bug where some rules could not run on Snowflake tables

*App version: v113.1*