Thought leadership in energy data & technology
Expert perspectives on ETRM/CTRM, data integration, AI automation, cybersecurity, and the future of energy operations.
In-depth research & analysis
The Future of Molecular Traceability in Energy Supply Chains
Roy Castillo
15 min
AI-Powered ETRM: Transforming Energy Trading Operations
Caliche Team
12 min
Securing the IT/OT Convergence in Energy Data Environments
Roy Castillo
14 min
Carbon Intensity Tracking: From Wellhead to Point of Sale
Duke Mattoon
13 min
Featured Articles
RightAngle ETRM Implementation Best Practices: Avoiding the Top 10 Integration Pitfalls
RightAngle remains one of the most widely deployed ETRM platforms in the energy sector, yet implementation failures continue to plague operators. This article distills lessons f…
Caliche Team
8 min
Natural Gas Scheduling Automation: How AI Reduces Manual Nominations by 80%
Natural gas scheduling is one of the most labor-intensive, time-sensitive functions in energy operations. This article explores how AI and intelligent automation are transformin…
Caliche Team
7 min
Real-Time Data Integration for Midstream Pipeline Operations: Architecture Patterns That Scale
Midstream pipeline operators are drowning in data from SCADA systems, flow computers, custody transfer meters, and ETRM platforms — yet struggle to turn that data into timely op…
Duke Mattoon
9 min
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RightAngle ETRM Implementation Best Practices: Avoiding the Top 10 Integration Pitfalls
RightAngle remains one of the most widely deployed ETRM platforms in the energy sector, yet implementation failures continue to plague operators. This article distills lessons f…
Natural Gas Scheduling Automation: How AI Reduces Manual Nominations by 80%
Natural gas scheduling is one of the most labor-intensive, time-sensitive functions in energy operations. This article explores how AI and intelligent automation are transformin…
Real-Time Data Integration for Midstream Pipeline Operations: Architecture Patterns That Scale
Midstream pipeline operators are drowning in data from SCADA systems, flow computers, custody transfer meters, and ETRM platforms — yet struggle to turn that data into timely op…
Carbon Intensity Scoring Methodology: A Practical Guide for Energy Producers
As carbon markets mature and regulatory frameworks tighten, energy producers need defensible, auditable carbon intensity scores. This guide walks through the methodology, data r…
SCADA to ETRM Data Pipeline: Best Practices for Operational Technology Integration
The integration between SCADA systems and ETRM platforms represents one of the most critical — and most challenging — data pipelines in energy operations. This article explores…
Predictive Analytics for Pipeline P&L: Embracing Segmented P&L
Pipeline P&L is an inevitable reality of midstream operations, but unexplained volumetric discrepancies cost operators millions annually in settlement disputes and unrecovered p…
ETRM Cloud Migration Strategy: On-Premise to Cloud Without Disrupting Trading Operations
Cloud migration for ETRM systems presents unique challenges: 24/7 trading operations, regulatory data residency requirements, and complex integration landscapes. This guide prov…
OT Cybersecurity Framework for Energy Infrastructure: Beyond TSA Compliance
TSA Security Directives have raised the baseline for pipeline cybersecurity, but compliance alone doesn't equal security. This article presents a comprehensive OT cybersecurity…
Energy Data Lake vs. Data Warehouse: Choosing the Right Architecture for Your Operations
The data lake vs. data warehouse debate has raged in IT for a decade, but energy operations present unique requirements that make the standard guidance inadequate. This article…
CCUS Data Management: Traceability and Reporting Requirements for Carbon Capture Projects
Carbon capture, utilization, and storage (CCUS) projects face unprecedented data management challenges: decades-long monitoring obligations, complex regulatory reporting across…
AI Anomaly Detection in Energy Trading: Catching Costly Errors Before Settlement
Trade capture errors, pricing anomalies, and allocation discrepancies cost energy trading organizations millions annually. Most are caught only during settlement — weeks or mont…
Pipeline SCADA Cybersecurity: A Step-by-Step Guide to TSA Security Directive Compliance
TSA Security Directives for pipeline operators have moved from advisory to mandatory, with significant penalties for non-compliance. This guide provides a practical, step-by-ste…
Molecular Traceability Beyond Compliance: The Business Case for End-to-End Product Tracking
Most energy companies approach molecular traceability as a compliance cost — a necessary evil to satisfy regulatory requirements. But organizations that embrace end-to-end produ…
ESG Reporting Automation for Energy Companies: From Manual Spreadsheets to Auditable Systems
ESG reporting in the energy sector has evolved from voluntary sustainability reports to mandatory, audited disclosures. SEC climate rules, EU CSRD, and investor expectations dem…
Cyber GRC for Energy Trading: Building a CISO-Ready Governance Framework
Energy trading organizations face a unique cybersecurity governance challenge: they must satisfy multiple, overlapping regulatory frameworks while protecting both IT systems tha…
TopTech Terminal Automation Integration: Connecting TAS to Your ETRM Platform
TopTech's Terminal Automation System (TAS) is the industry standard for terminal operations, but integrating it with ETRM platforms remains a significant challenge. This guide p…
AI-Powered Quality Assurance for Energy Software: Testing Strategies That Scale
Energy software systems — ETRM platforms, SCADA interfaces, measurement systems — are mission-critical and highly complex. Traditional testing approaches can't keep pace with th…
Digital Twins for Pipeline Operations: From Concept to Implementation
Digital twin technology has moved from industrial hype to practical implementation in midstream pipeline operations. This guide covers the data requirements, modeling approaches…
Automated Nominations Processing: A Midstream Case Study in 80% Manual Effort Reduction
This case study documents how a mid-size midstream operator processing 600+ daily nominations across 12 pipeline systems automated their nominations workflow, reducing manual pr…
Data Continuity from Field Operations to Financial Reporting: The Next Competitive Advantage
Energy companies routinely break the data chain between field operations and financial reporting, recreating and reconciling data across multiple system boundaries. This article…
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