Predii's platform deals with unrefined, domain specific, specialized knowledge that only an expert in the field can relate to. Predii correlates multiple inputs of this type to create a higher form of intelligence, to augment customer applications in a connected ecosystem.
A professional automotive technician will deal with all manner of reported symptoms, often provided in vague language by a customer. Their job is to find the root cause, then correlate to sub-systems, components, and the labor operation required to solve the issue. The technician must make sense of data from only their personal experience, or knowledge sources they have access to. But Predii offers sophisticated correlations based on millions of repair cases, and a taxonomy of all known permutations of any symptom description throughout history. This is Technician Intelligence.
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At the lowest level of any form of modern equipment, we have a network of sensors, microcontrollers, and actuators connected to a common network, providing binary stream data. These can provide measurements for status such as position, speed, temperature, etc.
In the context of repair and maintenance, understanding the sensor behavior under different conditions, and detecting anomalies, is key. Their correlations to each other and the system as a whole can predict or give early warnings of failure. This is Sensor Intelligence.
OEMs publish detailed content about diagnostic procedures, wiring diagrams, trouble codes and test procedures for every component. The service process is all about understanding the true context of diagnostic procedures and their correlations with real-world failure scenarios. An expert technician must understand what to look for in OEM content. Every year technologies change and evolve with new models and most technicians service vehicles of multiple years, makes, models, and engine types. Predii correlates all OEM published content with real-world symptoms and taxonomies to extract hidden Complaint, Cause, Correction information (the 3 C’s of automotive repair). This is OEM Intelligence.