An AI-based data quality and observability platform natively designed for open architecture. No Sampling, no blind spots Effortlessly process your entire data, identifying column value level issues. Our platform automatically excludes bad data from AI workloads, saving you time and resources. Open Architecture, design for AI workloads Validate and monitor raw data in S3, GCS, and ADLS stored in open formats like Apache Iceberg, Delta, and Hudi. Say "NO" to cloud cost surge Natively designed as a metric monitoring system, Telmai delivers high-performance and elastic scale at very low cloud cost. Secured, zero-copy data Data will only stay in your cloud storage. Telmai is a fully managed service running within your VPC account.