Our Blog

January 29, 2026
Snowflake Ventures Invests in Pantomath

As part of this investment, Pantomath is deepening its integration with the Snowflake AI Data Cloud. Learn more...

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.

August 6, 2025
Observability Platform Pantomath Secures $30M Series B

The company will invest in product development, go-to-market expansion and hiring.

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Rebuilding Lineage for Enterprise Scale

At enterprise scale, data lineage stops being a UI feature and becomes a systems problem. We rebuilt Pantomath's Lineage Explorer from the ground up, new renderer, new data layer, new layout engine, to handle thousands of nodes without breaking a sweat.

Builder
Engineering
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The Silent Killer of Enterprise AI: Why Your Agents Need a "Data Pulse"

AI agents trust whatever data they're handed and fail confidently when it's wrong. Pantomath gives them an upstream data health check before they act.

Builder
AI Readiness
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The Rise of the Data Reliability Engineer (DRE) and the Future of Data Operations

The DRE is becoming essential as data systems grow more complex. Learn how this role helps teams reduce incidents, speed up root cause analysis, and keep data on time and accurate.

Strategist
Automated Data Operations
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Why Data Operations Need Standardization in the Enterprise

When no one owns Data Operations end to end, incidents repeat and trust erodes. See why standardizing Data Operations is critical for reliable, on-time data.

Strategist
Industry Trends & Research
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2026 Predictions for Data Leaders: Where Accountability Moves Next

2026 predictions for data leaders on where accountability shifts next, from AI data pipelines and data quality risk to stack consolidation and audited data products.

Strategist
AI Readiness
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From NOC and SOC to DOC: The New Standard for Enterprise Data Operations

The DOC isn’t a “nice-to-have,” it’s the next frontier—and it’s here. Read about the evolution from NOC to SOC to DOC, three functions enterprises cannot go without.

Strategist
Automated Data Operations

It’s Time to Simplify, Automate, and Trust Your Data

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