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Insights & Updates

Industry insights, product updates, and technical deep-dives from the VL Energy team.

From Manual Reporting to Automated Compliance
Regulatory Compliance 7 min read

From Manual Reporting to Automated Compliance

Moving from manual reporting to automated compliance can help energy operators reduce reporting risk, improve data confidence, and turn compliance data into practical operational insight.

May 10, 2026Read
Electrifying the Oil Sands: Managing Massive Megawatts with AI
Machine Learning/AI 4 min read

Electrifying the Oil Sands: Managing Massive Megawatts with AI

The push to decarbonize Alberta's oil sands is driving a massive wave of industrial electrification. Discover how predictive intelligence and Machine Learning are buffering grid constraints to manage massive new electrical loads.

Apr 12, 2026Read
Modernizing ISO 50001: How AI is Automating the 'Check-Act' Cycle
Energy Efficiency Optimization 4 min read

Modernizing ISO 50001: How AI is Automating the 'Check-Act' Cycle

As we enter the age of Artificial Intelligence, the fundamental mechanics of the PDCA cycle are being rewritten, moving energy management systems from reactive tools to real-time proactive partners.

Mar 10, 2026Read
ES-PEMS vs CEMS: What’s the Difference and Why It Matters
Machine Learning/AI 4 min read

ES-PEMS vs CEMS: What’s the Difference and Why It Matters

Discover the difference between traditional Continuous Emissions Monitoring Systems (CEMS) and AI-driven Predictive Emissions Monitoring Systems (PEMS), and why industry leaders are switching.

Feb 9, 2026Read
Before & After: How AI-Driven Monitoring Transforms Emission Data
Machine Learning/AI 4 min read

Before & After: How AI-Driven Monitoring Transforms Emission Data

At VL Energy, we've seen firsthand how AI-driven monitoring transforms emissions data, turning messy spreadsheets into actionable insights that drive smarter decisions.

Jan 13, 2026Read
The World’s Most Advanced PEMS — And How We Compare
Regulatory Compliance 4 min read

The World’s Most Advanced PEMS — And How We Compare

VL Energy’s ES-PEMS addresses the limitations of traditional emissions monitoring by combining cutting-edge AI technology, robust cloud architecture, and deep regulatory expertise.

Dec 8, 2025Read
The Truth About AI in Emissions Monitoring (ES-PEMS)
Machine Learning/AI 3 min read

The Truth About AI in Emissions Monitoring (ES-PEMS)

Artificial Intelligence has quickly become one of the most talked-about technologies in emissions management. We break down the myths and show how AI empowers operators rather than replacing them.

Nov 11, 2025Read
ES-PEMS for Accurate GHG Emissions Monitoring
Educational Institutions 6 min read

ES-PEMS for Accurate GHG Emissions Monitoring

Our collaboration with the University of Calgary has achieved a significant milestone, validating ES-PEMS as a compliance-ready predictive system for greenhouse gas emissions.

Sep 30, 2025Read
How Machine Learning Transforms Gas Turbine Efficiency and Safety
Machine Learning/AI 3 min read

How Machine Learning Transforms Gas Turbine Efficiency and Safety

Did you know that improving Gas Turbine Engine efficiency by just 1% can save over $50 million in fuel costs? Discover how AI is driving optimization and safety in the energy sector.

Nov 24, 2024Read
Regulatory Compliance
Regulatory Compliance 3 min read

A Step-by-Step Guide to Our PEMS Installation Process

Discover the thorough, tailored process VL Energy uses to build and deploy Predictive Emissions Monitoring Systems (PEMS) for regulated and non-regulated entities.

Oct 2, 2024Read
ESG
ESG 5 min read

From Accounting to Action: ES-PEMS Transforms Emission Measuring

Discover how AI and ES-PEMS are revolutionizing greenhouse gas accounting by transitioning from static historical data to precise, real-time predictive management.

Sep 2, 2024Read
Gas Turbine Optimization Project with the University of Calgary
Educational Institutions 2 min read

Gas Turbine Optimization Project with the University of Calgary

Discover the successes of Phase 1 of our collaboration with the University of Calgary, using Machine Learning to optimize gas turbine performance by up to 30%.

Aug 11, 2024Read
Guide to ESG Compliance
ESG 3 min read

Guide to ESG Compliance

Understanding and integrating Environmental, Social, and Governance (ESG) criteria is crucial. Learn how advanced emissions monitoring technologies like ES-PEMS can significantly enhance your ESG compliance.

Jul 23, 2024Read
ESG
ESG 5 min read

Enhancing SAGD Operations with ES-PEMS

Learn how integrating Predictive Emissions Monitoring Systems (PEMS) into Steam Assisted Gravity Drainage (SAGD) operations enhances efficiency and reduces environmental impact.

Jun 23, 2024Read
VL Energy Celebrates Graduation from Creative Destruction Lab
VL Energy - Organization 3 min read

VL Energy Celebrates Graduation from Creative Destruction Lab

We've reached a significant milestone: graduating from the Creative Destruction Lab (CDL) - Rockies. Discover how this prestigious program has sharpened our strategic focus.

May 27, 2024Read
Published White Paper: Stacked deep learning models predict cogeneration unit gas emissions
Machine Learning/AI 2 min read

Published White Paper: Stacked deep learning models predict cogeneration unit gas emissions

VL Energy is charting the future of emissions management with our AI-powered Predictive Emissions Monitoring System (PEMS), as detailed in our recent white paper.

Apr 16, 2024Read
Green Building Innovations and VL Energy's Pivotal Role
ESG 3 min read

Green Building Innovations and VL Energy's Pivotal Role

Explore the latest trends in green building design and how predictive emissions monitoring systems (PEMS) are revolutionizing sustainable construction and operations.

Mar 13, 2024Read
VL Energy's Commitment to Carbon Credits
Carbon Tax 3 min read

VL Energy's Commitment to Carbon Credits

Carbon credits have emerged as a vital mechanism to address climate change. Learn how VL Energy utilizes PEMS to accurately monitor, quantify, and verify carbon credit development.

Jan 15, 2024Read
Navigating the Emission Landscape
ESG 2 min read

Navigating the Emission Landscape

Understanding emissions is the first step towards a sustainable future. Learn about their impacts, available solutions, and how VL Energy's PEMS empowers data-driven decisions.

Oct 17, 2023Read
Celebrating Our Journey: Significant Milestones in Environmental Excellence
VL Energy - Organization 3 min read

Celebrating Our Journey: Significant Milestones in Environmental Excellence

As we reflect on our journey, it's with immense pride that we share the significant milestones that have shaped our path toward environmental excellence, from the first model of ES-PEMS to major OEM partnerships.

Sep 30, 2023Read
Machine Learning: Revolutionizing Industries and Sustainability
Machine Learning/AI 2 min read

Machine Learning: Revolutionizing Industries and Sustainability

Machine learning has transcended science fiction to become an integral part of our daily lives. See how VL Energy uses ML to revolutionize emission control and sustainability.

Sep 13, 2023Read
Keeping Up With Regulations and Compliance: AER Directive 065
Regulatory Compliance 2 min read

Keeping Up With Regulations and Compliance: AER Directive 065

Stay informed on the recent changes to the Alberta Energy Regulator (AER) Directive 065, specifically regarding monitoring, measurement, and verification (MMV) plans for carbon capture.

Aug 15, 2023Read
Patent Pending ES-PEMS: Announcement and Introduction
VL Energy - Organization 3 min read

Patent Pending ES-PEMS: Announcement and Introduction

We are thrilled to announce that VL Energy's ES-PEMS technology is now patent-pending! Learn how our three-module AI system revolutionizes emissions monitoring.

Jul 30, 2023Read
Understanding the Importance of Emission Benchmarking/Baselines
Carbon Tax 3 min read

Understanding the Importance of Emission Benchmarking/Baselines

Navigate the complex landscape of emission benchmarking, baselines, and their correlation with carbon tax, carbon credits, and Scope 1, 2, and 3 emissions.

Jul 4, 2023Read
ESG
ESG 3 min read

VL Energy Affirms its Commitment to Canada's Energy Transition

As Canada aims for net zero by 2050, VL Energy takes residence in Calgary's Energy Transition Centre to provide tangible, AI-driven emissions monitoring solutions.

Nov 13, 2022Read
ESG
ESG 3 min read

Why is ESG Reporting Important? What should you do?

Environmental, Social and Governance (ESG) has become a dominant factor for companies and investors seeking sustainable growth in their business and investment portfolios.

Feb 16, 2021Read
Sustainability in Energy
Machine Learning/AI 1 min read

Sustainability in Energy

Congrats to VL Energy on having a paper published under the MDPI Scientific Journal! We explore why SAGD is the preferred method for in situ oil sands development.

Feb 11, 2021Read