Pipeline Observability
Telmai’s open architecture design delivers secure monitoring across your entire data pipeline, with zero impact on pipeline performance
Request a demoConnect every data source and workflow
- Telmai’s open architecture supports monitoring data across your streams, lakes, and warehouses
- Supports structured and semi-structured data
- No pre-processing or transformation required
- Easily scale your data observability as your data ecosystem changes
Stop bad data instream
- Stop bad data at the source before it impacts downstream
- Control data pipeline flow based on ML-based anomalies or manual validations SLAs
- Define the next actions when data fails to meet DQ SLA’s
Data Health Dashboard
To monitor the health of your entire data pipeline on an ongoing basis, Telmai provides you with a health dashboard about all your data sources and their respective health metrics. You can see your alerts and data quality KPIs and compare the current state with the last day, week, month, or quarter averages
Keep bad data from spreading
Telmai’s automated data binning allows data teams to review potentially problematic data before it infects your systems
- Control the quality of data for analytical reports, keep the suspicious data in your raw storage or bronze layer
- Run your ML models on pre-processed data while controled the noise level in the data
- Optimize cost, i.e., transfer, transform, and process data that has a high degree of data reliability
Highly efficient data pipeline performance
- Robust monitoring capabilities without impacting underlying system performance or inflating infrastructure costs
- Elastic spark architecture enables scalable data profiling, investigation, and detection of data quality issues across your entire dataset
- A dedicated compute layer separate from your data warehouse or analytical databases prevents the overload of your systems
Integrations for seamless orchestration
- Ensure that data workflows run reliably and on schedule
- Set up alerts based on the status of data pipelines, enabling timely error detection and response
- REST API- first design for easy integrations with any orchestration tool
Data Quality
Ensure every decision is based on reliable data
Anomaly Detection
Find anomalies in column-values and aggregated business metrics
Cross-System Consistency
Data consistency across every system and source
Data Health Analysis
Discover powerful new health insights. No code required
Complete Pipeline Observability
Secure monitoring across entire pipeline without performance impact
Incident Management
Take action before data issues impact your business
See what’s possible with Telmai
Request a demo to see the full power of Telmai’s data observability tool for yourself