ETRM expertise, across every commodity
A new article every week on energy and commodity trading and risk technology, power, gas, LNG, oil, agriculture, and metals; valuation, risk, operations, AI, and architecture. 51 posts published weekly from July 30, 2025 to July 15, 2026.
Cloud-Native AI for Commodity Trading: Architecture, Governance, and a Practical Roadmap
Week of July 15, 2026, A practitioner whitepaper on applying cloud-native AI in commodity trading and risk: the governed-data foundation, where machine learning helps, where explainability must lead, and how to adopt it safely.
Dispute Resolution in Commodity Trading: Contracts, Evidence, and the Governed Record
Week of July 8, 2026, How commodity trading disputes arise, how they are resolved through negotiation, mediation, arbitration, and litigation, and why a governed, auditable trade record is the single best defense.
Why AI, Data Centers, and Grid Congestion Are Reshaping ETRM Software in 2026
Week of July 6, 2026, AI-driven electricity demand, grid congestion, and battery storage are reshaping power markets faster than legacy ETRM systems can follow. Why 2026 is the biggest technology shift in energy trading since deregulation.
The Ultimate Buyer’s Guide to Choosing an ETRM Platform in 2026
Week of June 24, 2026, The complete buyer’s guide: how to compare ETRM platforms in 2026 across architecture, commodities, real-time risk, deployment, and total cost of ownership.
Composable ETRM: The Next Generation Trading Platform
Week of June 17, 2026, Composable, API-first platforms let a desk buy the lifecycle and build the differentiators. What composability means and why it is the direction of travel.
Digital Twins for Energy Trading
Week of June 10, 2026, A digital twin of the trading operation lets a desk simulate and stress the whole book. What a twin needs from the underlying governed model to be trustworthy.
Future of AI-Native ETRM Platforms
Week of June 3, 2026, Where commodity trading technology is heading: cloud-native, real-time, API-first, and AI-grounded, with the direction set by architecture rather than features.
ETRM Implementation Best Practices
Week of May 27, 2026, What separates a smooth ETRM implementation from a multi-year overrun. Best practices grounded in configuration-first, frozen-scope, honest delivery.
How to Successfully Migrate to a New ETRM Platform
Week of May 20, 2026, Migration fear keeps desks on systems they have outgrown. How a configuration-driven platform makes moving off legacy or spreadsheets a scoped, low-risk project.
Why Energy Companies Replace Endur Implementations
Week of May 13, 2026, Openlink Endur, Allegro, and RightAngle were built for the largest houses. Why desks priced out or slowed down by them are moving to cloud-native platforms.
Selecting the Right ETRM Platform in 2026
Week of May 6, 2026, A practitioner framework for selecting an ETRM: anchor the evaluation in your own trade lifecycle and weigh the architectural questions that predict total cost of ownership.
Collateral & Margin Management
Week of April 29, 2026, Margin and collateral tie up capital and move with exposure. How an ETRM tracks margin requirements and collateral against the live book.
Credit Risk Management in Commodity Trading
Week of April 22, 2026, Credit exposure is a live number that moves with the market. Measuring counterparty credit risk on the same model as market risk.
Trade Confirmations & Settlements Explained
Week of April 15, 2026, The back office turns delivered trades into settled cash. How confirmation and settlement work, and why reconciliation happens by construction on a shared model.
Front Office vs Middle Office vs Back Office in ETRM
Week of April 8, 2026, Front, middle, and back office need different things from the platform but the same numbers. How one governed model serves every seat on the desk.
Snowflake & Databricks for Energy Trading Analytics
Week of April 1, 2026, Analytics drifts when data is exported nightly. How governed star-schema marts keep BI and data-science on the same trusted trading data.
Building Real-Time Risk Dashboards
Week of March 25, 2026, A real-time risk dashboard is only as current as the model beneath it. How dashboards stay live on a shared model instead of lagging a batch.
Streaming Market Data with Kafka & Event-Driven ETRM
Week of March 18, 2026, When a booked trade emits an event, risk, analytics, and downstream systems react immediately. Event-driven design replaces the nightly batch.
Integrating ETRM with SAP, Oracle & ERP Systems
Week of March 11, 2026, An ETRM does not live alone. How an API-first platform integrates with ERP, accounting, and downstream systems without becoming a silo everything works around.
API-First ETRM Platforms Explained
Week of March 4, 2026, When every capability is a governed API, the platform composes into the landscape cleanly and can be extended without reinventing the trade lifecycle.
Data Lineage & Governance for Commodity Trading
Week of February 25, 2026, Governed, lineage-tracked data is the foundation everything else stands on. What data governance means concretely for a trading operation, not just in theory.
Master Data Management for Energy Trading
Week of February 18, 2026, Reference data, counterparties, instruments, locations, calendars, is the connective tissue of a trading system. Managing it as governed master data.
Data Architecture for Enterprise ETRM
Week of February 11, 2026, Almost every advantage of a modern ETRM traces to one architectural decision: a single governed data model. What that means and why it changes everything downstream.
Building AI Copilots for Traders
Week of February 4, 2026, A trader copilot is only as good as the data it reads. How assistance grounded in a governed model helps a desk without replacing judgment.
Agentic AI for Commodity Trading Operations
Week of January 28, 2026, Agentic AI can take on operational toil, but only safely on governed data with human accountability. Where agents help in trading operations, and where they must not act alone.
Machine Learning for Price Forecasting
Week of January 21, 2026, Price forecasting is a natural home for machine learning, and a natural place to be misled. How to use ML forecasts responsibly on a trading desk.
How AI is Transforming Energy Trading Desks
Week of January 14, 2026, AI helps on a trading desk where it is grounded in governed data. Where machine learning genuinely adds value, and where transparent, auditable methods must lead.
Audit Trails and Regulatory Reporting in ETRM
Week of January 7, 2026, When every change is validated, versioned, and recorded, a complete audit trail and clean regulatory reporting are by-products of the architecture, not projects.
REMIT Compliance for Energy Traders
Week of December 31, 2025, REMIT reporting is only as trustworthy as the trade data beneath it. Reporting from the governed source of truth rather than a drifting export.
EU ETS & Carbon Risk Management
Week of December 24, 2025, The EU Emissions Trading System makes carbon a first-class price and risk. How carbon exposure is measured and managed on the same book as the energy it prices.
Carbon Credit Trading Platform Requirements
Week of December 17, 2025, Allowances, offsets, and certificates increasingly sit on the energy desk. What a platform needs to trade, value, and risk-manage carbon alongside energy.
Renewable Energy Certificates & ETRM
Week of December 10, 2025, RECs and guarantees of origin trade alongside the energy they certify. How to bring renewable certificates onto the same governed model as physical and financial power.
Battery Energy Storage Trading & ETRM
Week of December 3, 2025, Battery storage arbitrages intraday price shape and provides grid services. What battery trading demands of an ETRM: granularity, state-of-charge, and optionality.
Power Trading Lifecycle Explained
Week of November 26, 2025, Power is priced by the half-hour, shaped by profile, and delivered on a grid that must balance in real time. The complete power trading lifecycle end to end.
LNG Trading Workflow End-to-End
Week of November 19, 2025, LNG is discrete cargoes, long voyages, index-linked pricing, and destination flexibility. The full LNG workflow from cargo capture to delivery and settlement on one model.
Inventory Management Inside an ETRM Platform
Week of November 12, 2025, Physical inventory, in tanks, warehouses, and storage, is position and risk. How an ETRM tracks inventory alongside the trades that create and consume it.
Storage Optimization in Natural Gas Trading
Week of November 5, 2025, Gas storage is an option on the seasonal spread. How injection, withdrawal, and curve shape combine into value and risk, and why storage must be modelled dynamically.
Pipeline Capacity & Transportation Management
Week of October 29, 2025, Pipeline capacity is a traded, managed asset. How transportation, capacity, and nomination fit into an ETRM and feed settlement without re-keying.
Scheduling & Nominations Explained
Week of October 22, 2025, Physical delivery turns a trade into molecules and megawatts. How nomination, scheduling, and balancing work and why they must read the same trades the desk booked.
Scenario Analysis Every Risk Manager Should Know
Week of October 15, 2025, Scenario analysis turns "what if" into a revalued book. The scenarios every energy risk manager should run, and how to run them on live positions.
Stress Testing Energy Portfolios
Week of October 8, 2025, VaR describes a normal day; stress testing asks what specific severe moves would do to the whole book, revalued in full. How to design stress tests that matter.
Understanding VaR in Energy Trading
Week of October 1, 2025, Value at Risk is the most quoted and least understood number on a desk. What it measures, the three ways to compute it, and where it quietly misleads.
P&L Explained for Commodity Traders
Week of September 24, 2025, What makes up a commodity trading P&L, how attribution decomposes the day into price, curve, time, and new trades, and why a clean explain needs a single valued model.
Forward Curve Construction for Power & Gas Trading
Week of September 17, 2025, The forward curve is the primary input to valuation and risk. How curves are built from liquid quotes and shaped for the granularity and seasonality of power and gas.
Building a Modern Market Data Platform for ETRM
Week of September 10, 2025, Prices, curves, and volatilities are the raw material of every trading number. Managing market data as versioned, lineage-tracked, as-of reproducible reference data.
How Real-Time Position Management Reduces Trading Risk
Week of September 3, 2025, A position that updates overnight is a position you manage a day late. How real-time position management on one model changes what a desk can see and control intraday.
Trade Capture Explained: Physical & Financial Energy Trading
Week of August 27, 2025, Trade capture is where the governed record of every deal begins. How capturing physical and financial trades once, correctly, enables straight-through processing across the lifecycle.
10 Features Every Modern ETRM Platform Must Have
Week of August 20, 2025, A practitioner checklist of the ten capabilities that separate a genuinely modern ETRM from a legacy system with a new interface, from one data model to real-time risk.
Cloud-Native ETRM vs Traditional On-Prem Systems
Week of August 13, 2025, The choice between cloud-native and on-premises ETRM is architectural, not cosmetic. How each affects cost, speed of change, real-time capability, and total cost of ownership.
Why Legacy ETRM Systems Are Holding Energy Companies Back
Week of August 6, 2025, Legacy ETRM platforms carry hidden costs in reconciliation, change lead time, and integration friction. Here is where the real drag lives and what modernization removes.
The Complete Guide to Modern Energy Trading & Risk Management (ETRM) in 2025
Week of July 30, 2025, What a modern ETRM platform is, what it does across the trade lifecycle, and how cloud-native architecture changed the economics of energy and commodity trading technology.
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