Digital Innovation & Data Driven Analytics Consulting


Human Factors Engineering - turning existing data into intelligence


Supporting your journey to optimize real-time insights from your weak signals at scale


iFactor Services

iFactors provides guidance and support to ensure that you gain the optimal value from your data and your workforce. Our expertise puts you at the forefront of human machine engineering by using data science, advanced time series analytics and cutting-edge interface design in operation & equipment surveillance.

We can help you with any of the categories below to either provide a design service or mentor your workforce.

We hold the end user at the heart of our engineering design philosophy.

We specialise in human factors and intuitive design by helping break away from HMI bias.

Our designs offer new lines of sight into your weak signals at scale, setting your operators and engineers up for success by improving their decision support interfaces.

iFactors are at the vanguard in the field of operational & real-time data visualization.

The interfaces we design surpass outdated industry guidelines and have been proven in academic studies to enhance the user/operator performance.

All this without the need for major investment in new hardware.

We have unique skills and techniques that can assist your projects in measuring the usability and human impact of human machine interfaces (HMIs).

In many projects, the HMI has not been designed with a disciplined approach, and this can place your operators at a major disadvantage.

We can reverse the deficiency in design to reduce the chance of operator error.

Our experience in designing real-time data analytics that use advanced methods enables you to go beyond basic descriptive alerting.

Our robust data-driven analytic designs operate towards the left of the failure curve and via intuitive designs offer key insights into data-driven maintenance and reductions in production deferrals.

Your data is there and it holds value.

iFactors have experience in supporting the implementation of the other technology services via digital transformation programs.

We support business workflow designs.

We can help ensure your business and technology end users are aligned for successful implantation with enhanced processes and procedures.

Ask a hundred engineers 'What is a Digital Twin?' You will likely receive a hundred  answers.

The Digital Twin is not a single entity, process nor single software. It is a series of digital components, records and practices that make up the DNA of your organization.
These components are essential for a successful Digital Transformation and the healthy lifecycle of your digitization program.