Predictive Research
Data Synthesis For Energy Markets
Pushing Through Cost Pressures – Big Growth Still On Deck
Pushing Through Cost Pressures
Big Growth Still On Deck
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Shale D&C Model Update
We have updated our Shale D&C Model and provided some key takeaways from the...
BESS Delay Risk, CleanPower Conf Takeaways, Satellite Intel, New Battery Model Download, & more… [storage hits]
EXCERPT: At the CleanPower conference in San Antonio this week, a key theme was:...
DUG Permian / Eagle Ford Conference Takeaways
DUG Permian Conference Takeaways:
- OFS pricing power remains strong but some "predatory pricing" is...
UTILITY SOLAR: AD/CVD Survey (125 projects / 35 delayed / 57 unchanged)
Over the past two weeks, we surveyed the status of ~125 U.S. utility solar...
Efficiencies comeback (after being flat through 2021); Q2’22 completions on track for +15-30%; Rig efficiency still dead [lium sheets]
In this post, we have updated our monthly completion data for members with Premium...
Stealthy Fleet Growth, Hyperinflation, Efficiency Come Back, Sand Problems To Linger But Trucking Tightness Easing [shale hits]
Lium's Shale Hits series provides a digestible stream of field-level observations. This curated market...
Data Synthesis
Human Touch
Lium is an independent market intelligence firm designed for investors and executives by
energy finance veterans.
Starting with big data and data science, our research process incorporates human experience and field-level observations.
Predictive models are presented in user-friendly dashboards offering transparency & flexibility. Written reports expand on the data with in-depth perspective.
Unique. Timely. Predictive. Actionable. Relevant. Practical.
Our PROCESS
Lium’s proprietary Data Synthesis methodology harvests, digests, back-tests, and refines big data from many sources across the broad energy marketplace.
Next, our people, models, and algorithms turn this data into predictive research shared with members in interactive dashboards, data downloads, and the written word.
At every turn, human experience, knowledge, and firsthand observations are incorporated into the product – from the first digit of data collected to the final presentation.
The end result? A rich suite of unique research products that empower Lium members to outperform.
Primary Data
Big Data. Data Science. Heavily Back-tested. Robustly Refined.
Predictive Modeling
Proprietary Forecasting Algorithms. Macro Industry Predictions. Micro Sales Projections.
Human Touch
Field-Level. Channel Checks. Human Experience. Independent Thinking.
Practical Presentation
Interaction. Flexibility. Concision. Future Outcomes. Transparency. Timely.
Before joining forces to create Lium, Lium’s partners independently built their own market research firms (Coras Research and Infill Thinking, which continue to serve clients). Each of these platforms established long track records of accurate forecasts and influential publishing in energy markets. Lium’s approach is a hybrid research model incorporating data service, equity research, and thematic market intelligence.