Real-time AI solution for anomaly detection.
Using artificial intelligence for real-time detection of anomalies (outliers) in time series from sensors placed in the field.
Predictive maintenance and Artificial Intelligence
Data, analysis, processes: our solutions
FOCUS ON PROCESS DEVIATIONS:identify anomalies allowing the client to prioritize the aspects capable of generating business impact. Detectiv.ai® comes with an intuitive and customizable alert system that will make warnings more informative, to let you act promptly.
DIFFICULT TO SCALE THE ANALYSIS:manual analysis, dashboards and traditional alerts are useful, but become insufficient as more data becomes available.
AUTOMATIC ANALYSIS AND CONFIGURATION:minimizing system setup and increasing the automation level of analysis allows you to scale to large amounts of data, decreasing the possibility of errors and improving the analysis effectiveness.
LACK OF RELEVANT DATA:anomalies are often rare events. For this reason the data useful to train a model are often very few compared to large amounts of data collected.
TRAIN THE MODEL ON “NORMAL” DATA:identifying process deviations from "normal" (non-anomalous) data reduces the amount of data needed for model training.
LONG TIME-TO-VALUE:data analytics and artificial intelligence are new topics for many companies. PoCs are often characterized by long-time-to-value, high costs, and significant difficulties in getting into production.
EARLY DEPLOYMENT OF AI IN PRODUCTION:with a low initial investment, detectiv.ai® immediately begins to generate business value, increasing its performance over time and allowing you to easily scale to more complex problems and to explore different use cases. It's ready for deployment on a wide range of on prem, cloud and edge devices.
detectiv.ai® makes possible to:
Through machine learning techniques®, detectiv.ai identifies anomalies overlooked by traditional threshold systems, considering the interaction between all input variables. By training models only using "normal" (non-anomalous) data, detectiv.ai® reduces the time spent collecting data and starts generating business value right away. In addition, it is possible to select an existing model or create one on specific data, minimizing the need for system configuration.
IMPROVE PERFORMANCE OVER TIME
detectiv.ai® enables model continuous training as new data becomes available to improve performance over time.
Detectiv.ai® displays the outliers through customized monitoring dashboards and configurable alerts, in order to have full observability on their evolution over time and the gravity of potential process drift.
Don’t say AI,
until you productionize
Oròbix takes AI to work in the real world.