Justin Massaro

Senior Data Specialist Vaalco Energy, Inc

Justin is a Senior Engineering and Data Specialist with over ten years of experience in project management, economic analysis, costs, database design, procurement, risk management, and extensive experience in reservoir engineering.

Main Conference Day 1 - October 8, 2025

10:10 AM Panel Discussion: Evaluating the Feasibility of a Centralized Data Model for Data Reconciliation

Creating a centralized emissions data model can enhance transparency and comparability, but involves significant implementation challenges including data standardization, quality, migration, and CAPEX investment. In this session our panelists will debate if the benefits really outweigh the challenges.

While using AI and ML can help standardize diverse operational data sets, considering the implementation issues, do they really improve the efficiency of data migration?
Limited and conflicting data hinders the ability to measure emissions reduction impact. Does a centralized view provide the insights needed, or risk overlooking key areas?
Data-agnostic solutions will undoubtedly streamline the process of converting raw data into actionable insights, thereby boosting efficiency and profitability. But can these benefits be achieved when working on a facility-by-facility basis?

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