ETRM & CTRM Knowledge Hub
Practical Knowledge for Trading, Risk and ETRM Teams
Articles written for the people who actually work inside ETRM systems - traders, risk professionals, operations teams, consultants and developers.
Common Causes of P&L Differences
When two P&L numbers that should match don't, the cause almost always falls into one of a small number of well-understood categories. Here's the reference list.
Read article →ETRM Data Engineering with Azure
ETRM platforms hold enormous historical value that's hard to unlock through native reporting tools alone. Here's how a cloud data platform on Azure typically bridges that gap.
Read article →How to Design a Modern ETRM Architecture
A modern ETRM architecture is less about any single platform choice and more about how the pieces - data, trade capture, risk, analytics - connect and stay synchronized.
Read article →ETRM Position Management Explained
Position management is the foundation everything else in an ETRM is built on. If positions are wrong, risk, P&L and reporting will be wrong too - regardless of how correct their own logic is.
Read article →Physical vs Financial Commodity Trading
Physical and financial commodity trading share risk concepts but demand very different operational capabilities from an ETRM. Here's the practical distinction.
Read article →Pre-Trade Data: The Missing Layer in Many Trading Architectures
Many trading technology architectures connect external data sources directly to the ETRM, with no dedicated layer in between to validate, normalize or reconcile what's coming in.
Read article →Why Market Data Quality Matters in Commodity Trading
A surprising share of the ETRM issues that look like application bugs - wrong P&L, bad risk numbers, failed valuations - actually trace back to market data quality problems.
Read article →How Daily P&L Investigation Works in ETRM
"Why did today's P&L change?" is one of the most common questions a trading desk asks - and one of the most structured investigations an ETRM team runs.
Read article →Endur vs Allegro: Understanding Enterprise ETRM Platforms
Endur and Allegro are two of the most widely deployed enterprise ETRM platforms. Here's a practical, vendor-neutral comparison of how they're typically used.
Read article →Allegro ETRM: Common Production Issues and How to Investigate Them
Most Allegro production issues fall into a handful of recurring categories. Here's how to recognize and investigate the most common ones.
Read article →ETRM vs CTRM: What's the Difference?
ETRM and CTRM are frequently used interchangeably, and in most conversations that's harmless. But the terms do have distinct origins worth understanding.
Read article →What Is an ETRM System?
An ETRM system is the software that runs the trade lifecycle for an energy or commodity trading business - from trade capture through risk, P&L and settlement. Here's what that actually means in practice.
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