Telmai has transformed our approach to data quality by identifying and automatically resolving data inconsistencies before they cause disruptions. This proactive monitoring minimizes reactive manual work and frees our engineering team to focus on strategic initiatives. The platform's intuitive interface empowers both business and technical users to define data policies, ensuring compliance while reducing risk. Telmai integrates seamlessly into our complex data environment, scaling to our needs without adding operational overhead or cloud costs.

Telmai has fundamentally changed how we approach data reliability at scale. The ML-driven anomaly detection catches issues in our pipelines before they impact downstream consumers—things like schema drift, data freshness violations, and statistical outliers that would be nearly impossible to monitor manually across our data estate. What sets it apart is the balance between automation and control: we get intelligent, out-of-the-box checks that adapt to our data patterns, but we can also define custom validation rules for business-critical datasets. This has shifted our team from firefighting data incidents to proactively maintaining SLAs, and the automated alerting means stakeholders get notified immediately when thresholds are breached. The integration with our existing stack of cloud data storage providers like Amazon S3, Google, Snowflake, and Starburst was straightforward, and it scales without adding significant compute overhead. Telmai has become a non-negotiable part of our data reliability infrastructure. I am using the tool on a daily basis. Additionally, the support from the Telmai team has been fantastic. They are always willing to help with a tricky SQL-based data quality rule implementation or to help troubleshoot any issues we're having with the platform. The team is very receptive to our product feedback as well.

I like Telmai because it is simple to track data quality and it quickly spot the issues without needing complicated setup. It saves time by automated checks and clear the alerts.