Overview of Dummy application

What is Dummy application

Our team are experts in the implementation of safety-critical operations. Our knowledge and expertise, gained over 40 years, have been used to shape regulations, best practices, and develop a suite of biomathematical models to predict various operational risks. Our models are being used by regulators and organisations worldwide in industries such as aviation, rail, health, and others. Our biomathematical models are validated from real-world scientific studies with targeted data collection specific to different occupations. Our models incorporate factors such as sleep deprivation, circadian rhythm, sleep inertia, workload, and job attention. The models predict risk based on operational demands and other relevant factors.

Our models help identify and mitigate risks, improving safety, operational efficiency, and employee wellbeing. The models, which are a data-driven, proactive, and flexible approach to managing risks, can be used independently, as part of existing regulations, or as part of a comprehensive risk management system.

How do the models work?

Our biomathematical models use data to predict various operational risks. The nature of the occupation dictates what data needs to be uploaded into the different models.

In its simplest form, an individual’s work schedule comprises one or more duties over a given period. Each duty has characteristics, such as start and finish date-time and workload. A schedule comprises one or more duties. Schedule data is uploaded into the model where our sophisticated, mature algorithms analyse the schedules, construct patterns, and predict levels of risk, considering factors including workload, cumulative effects, circadian rhythm, and time zone shifts.

The models output risk scores at regular intervals throughout the duty, allowing managers to assess schedules for potential risks.