High Quality Source Data Needs More Than Sensors
When we consider the good source data required to power machine learning, we must consider the full life-cycle of the well. Most use-cases that OspreyData is building have moved beyond utilizing just a set of time-series sensor values. Well designs and
Accurate Data Quality Leads to Early Detection
When addressing wells, or cohorts of wells, eventually the question comes to mind. Why does the quality of the data matter? For production, if an organization is consistently using allocated production, actual production may vary by roughly 10%. At OspreyData,
Accurate Data Quality = Early Detection
When addressing wells, or cohorts of wells, eventually the question comes to mind. Why does the quality of the data matter? For production, if an organization is consistently using allocated production, actual production may vary by roughly 10%. At OspreyData,
Quality Source Data is More Than Just Sensors
When we consider the good source data required to power machine learning, we must consider the full life-cycle of the well. Most use-cases that OspreyData is building have moved beyond utilizing just a set of time-series sensor values. Well designs and
6 Common Data Quality Issues and the PPDM Data Model
In Production Operations, more and more devices have data collection and the type and frequency of the data collected is growing exponentially. We often hear from organizations about their struggles with their available data. It may be collection, or retention, or
Don’t Lose the AI Race: Why You Need a Data Quality Strategy in Oil & Gas
In this webcast, key members of OspreyData's Executive Team discuss one of the most crucial issues being faced in the Oil & Gas AI Revolution: developing a robust Data Quality strategy