Providing your business what it needs for data driven decisions.
Data Science and Machine Learning
We are well versed in the art and science of data science and machine learning. We know history repeats itself and that the best way to predict the future is by leveraging past data. We start by working with clients on validating their data. We then develop deterministic or probabilistic models on the data and validate performance on new data. We can incorporate known unknowns such as measurement error and model error to model uncertainty.
We are licensed professional engineers and uphold high standards of engineering knowledge, experience and professionalism. Our experience is around asset integrity, predictive analytics, and risk and reliability engineering. We have a strong understanding of the physics behind models and do not recreate the wheel until necessary. We understand correlation does not mean causation, and look at problems from an engineering perspective - we make sure the statistics and engineering tell the same story.
Automation, Software and Visualizations
We make work meaningful by automating mundane tasks either by creating simple scripts or commercial level cloud software programs. We can provide customizable model dashboards that allow ad-hoc parameter changes and the ability to perform a sensitivity analysis with one click. We can provide interactive digital dashboards around risk to give your team the data it needs in a digestible manner to make important decisions.
Our Core Values
Safer Energy for a Safer World
inferModel has applied risk models using standards from the Canadian Standard Association, American Society of Mechanical Engineering and the American Petroleum Institute. We have further developed novel empirical models to further enhance risk and reliability assessments.
Some areas of expertise include:
Quantitative Risk Assessments
Societal, Individual and Reliability Risk Assessments
Advanced Corrosion Modelling
Data Science and Software Solutions
Probabilistic Predictive Modelling
Some assets we have worked with:
We are experienced engineers. We can help your firm through consulting or software implementation projects.