Why Leafcutter + Snowflake
Industrial organizations rely on OT data to understand asset performance, process efficiency, and reliability, but this data is often locked in on-prem systems and difficult to move to the cloud at scale. Leafcutter removes that barrier by delivering high-throughput, low-latency ingestion of both real-time and historical OT data into Snowflake.
With Leafcutter and Snowflake, teams can:
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Centralize OT data in Snowflake to break down IT/OT/analytics silos
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Combine OT time-series data with enterprise datasets already in Snowflake
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Accelerate operational analytics and AI using timely, complete process data
Key Benefits
High-throughput OT data ingestion
Move both real-time and historical OT data into Snowflake with speed and reliability that is built for industrial scale.
Engineered specifically for PI tags and industrial time-series data to support fidelity, completeness, and dependable delivery into Snowflake.
Purpose-built for PI System workloads
Eliminate custom extractors, scripting, and legacy pipelines—so teams can focus on insights instead of data movement.
Less engineering overhead, faster time-to-value
USe Cases
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Snowflake powered, cloud-based predictive maintenance, reliability monitoring, and energy optimization.
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Fleet-wide / multi-site operational analytics powered by OT data in Snowflake.
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Real-time operational dashboards and performance monitoring directly from Snowflake.
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Historical trend analysis, batch comparisons, and long-range optimization paired with non-OT data from Snowflake.
How It Works
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Connect to OT sources (e.g., AVEVA® PI System®)
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Stream real-time + backfill historical data with Leafcutter
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Analyze in Snowflake using the Snowflake AI Data Cloud—dashboards, reporting, and AI workloads on trusted operational data
Devon Energy Success
Devon Energy leverages Leafcutter and Snowflake to unlock high-volume operational data for analytics and AI. By streaming more than one billion real-time OT data points per day from AVEVA® PI System® into the Snowflake AI Data Cloud, Devon enables data scientists to work directly in Snowflake, reduces data manipulation costs, and accelerates insights that improve operational efficiency across the organization.
About Snowflake
Snowflake makes enterprise AI easy, efficient and trusted. Thousands of companies around the globe, including hundreds of the world's largest, use Snowflake's AI Data Cloud to share data, build applications, and power their business with AI. The era of enterprise AI is here. Learn more at snowflake.com (NYSE: SNOW).
Ready to unlock OT data in Snowflake?
Leafcutter gives industrial teams a fast, reliable path to trusted OT data in the Snowflake AI Data Cloud so you can deliver analytics and AI outcomes at scale.
Disclaimer Footer
AVEVA® PI System® is a trademark of AVEVA® Group Limited. Leafcutter is not endorsed or certified by AVEVA®