Meet Squashy: Our Cutting-Edge Data Mining Framework

In the fast-paced world of petroleum production, leveraging advanced data mining techniques has become a game-changer. With ProductionCompass AI, our clients can unlock valuable insights from vast amounts of production data, driving efficiency, reducing costs, and optimizing operations.

Author Danielle Monteiro portrait image
Danielle Monteiro
Publish date
· 2 min read

Squashy is a mature, real-time data pipeline designed to transform how we handle production data. Here’s how it works:

𝟏. 𝐈𝐧𝐭𝐞𝐫𝐯𝐚𝐥 𝐈𝐝𝐞𝐧𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧: Squashy continuously monitors a subset of all sensors using rules and models crafted by our data scientists. It identifies intervals of interesting behavior, ensuring that critical data is never missed.

𝟐. 𝐒𝐭𝐚𝐭𝐢𝐬𝐭𝐢𝐜𝐚𝐥 𝐒𝐮𝐦𝐦𝐚𝐫𝐢𝐳𝐚𝐭𝐢𝐨𝐧: Once relevant intervals are identified, Squashy summarizes them with selected statistics. These summaries provide quick and actionable insights into production processes.

𝟑. 𝐃𝐚𝐭𝐚 𝐏𝐫𝐨𝐜𝐞𝐬𝐬𝐢𝐧𝐠: The summarized data sets can be further processed using advanced cleaning and imputation methods, ensuring the highest data quality for decision-making.

Our innovative approach is backed by two patents, underscoring our commitment to pioneering advancements in data mining and production data. More information here: Squashy 1, Squashy 2