Roadmap
| Q1, 2022 | Q2, 2022 | Q3, 2022 | Q4, 2022 + | |
|---|---|---|---|---|
| Data Connectivity | Connect to Real-time data (Powered by Apache Pinot) | |||
| Detection algorithm | Statistical detection models (Holtwinter) | Pluggable detectors: Thirdeye prophet plugin | Pluggable detectors: Thirdeye + tensorflow/torch serve. AutoRegressive models (Example: ARIMA, Random Forest, ML Models, Powered by Python) | |
| Alerts and Notification | Self-serve advanced alert config (low code). Notifications: Email, Webhook | Alert config using alert templates (no code). Notifications: Slack. | Notifications: PagerDuty | |
| Interactive root-cause analysis | Self-serve UI with Interactive root-cause analysis. Anomaly email report & Dimension drills. Heatmap | Correlated Metrics & Events | ||
| Self-serve UI | Self serve UI to - Configure datasources - Create aggregated metrics (no code) - Configure alerts and notifications. Monitor and analyze anomalies | |||
| Guided user experience (in-app guide) | User facing analytics (In-app usage insights) | Customized landing page + intuitive dashboards | ||
| Coverage of query connectors | Connector: Snowflake, Redshift | Connector: BigQuery |