Our Blog

October 15, 2025
95% of AI Pilots Fail, and Bad Data is the Culprit

Shashank Saxena, Pantomath CEO, unpacks what’s really behind AI’s 95% failure rate — and why it has nothing to do with model accuracy.

January 23, 2025
Data Storage and Analytics Trends and Predictions 2025 From Industry Insiders

Somesh Saxena featured in Data Center Knowledge's Trends and Predictions for 2025

January 22, 2025
2025 DataOps Predictions

Somesh Saxena featured in APM Digest's 2025 DataOps Predictions: Real-time data observability is going to become critical and organizations will need to ensure real-time observability of data in motion.

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The Alation & Pantomath Partnership: Reinvented for the Agentic Era

The partnership between Alation and Pantomath now integrates native metadata-driven data quality capabilities with end-to-end pipeline observability, creating a foundation for trusted data ecosystems.

Consumer
Data Reliability
Pantomath and Alation Expand Partnership to Deliver Comprehensive Data Trust

This collaboration builds on the newly launched Alation Data Quality (DQ) Agent, further strengthening the ability of enterprises to govern, observe, and trust their data across the entire ecosystem.

Operator
AI Readiness
Data in Motion Series, Part 3: The Silent Threat of Failed Job Initiations

While much attention focuses on data quality issues and pipeline failures, the simple failure of a job to start can trigger catastrophic downstream effects.

Builder
Observability & Traceability
SLA Accuracy in ServiceNow: Are You Tracking the Signal or the Noise?

Here’s the uncomfortable truth: the way most organizations manage data incidents in ServiceNow is broken. Pantomath's Somesh Saxena gives his thoughts.

Operator
Incident Management
Pantomath is Officially a Databricks Validated Partner

Delivering End-to-End Data Observability and Automating Data Operations at Scale. This milestone signifies our joint commitment to helping organizations streamline their data operations & enhance the reliability of their analytics ecosystem.

Builder
Observability & Traceability
Data in Motion Series, Part 2: Real-Time Pipeline Monitoring Best Practices and ROI

Understanding data in motion is crucial. But why, exactly? Ultimately it comes down to your bottom line –– you can prevent business disruption as data flows through your systems.

Builder
Observability & Traceability

Automated data operations across your data stack