Decipher patterns from Big Data
Datamatics TruAI Pattern uses AI/ML algorithms to identify patterns from humungous amount of data or Big Data. It observes the environment and learns to distinguish different patterns. The patterns are useful for predictive analytics and decision-making. As data grows rapidly, visual decision-making becomes impossible. Datamatics TruAI Pattern enables automation of pattern recognition at scale. It is useful in almost all fields, including BFSI and Medical. It deals with both explorative pattern recognition (unsupervised learning) and descriptive pattern recognition (supervised learning). It addresses a broad range of data substrates encompassing entities, text, data, images, audio files.
Train the models on an ongoing basis and improve their accuracy of pattern detection.
Trace dependencies between two or more entities at speed and scale.
Forecast events and occurrences based on historical data and behavioral analysis.
Identify statistically different data or entities from the data universe or substrate.
Identify the dependency of an entity or data on another and map the two or more associations together.
Describe the extent to which two entities or variables are linearly related.
Forecast the likelihood of an occurrence vis-à-vis a new data set after training on a historical dataset.
Analyze events and discover the event sets matching the patterns of events.
Use AI/ML algorithms to highlight anomalies and set off alarms and alerts to stakeholders to act on them quickly.
Engage AI/ML algorithms to segment customers according to their behavioral patterns and suggest personalized content and products which are dynamic in nature.
TruAI Pattern or Artificial Intelligence Pattern Analysis uses a combination of supervised and unsupervised learning to bring forth clusters or patterns. It helps your business by vividly bringing forth associations, correlations, and anomalies from within the data substrate or universe. An ensemble method is used to design many automation solutions, including event prediction and money laundering/fraud detection.
TruAI Pattern or Artificial Intelligence Pattern Analysis uses a set of historical training data to train the algorithms and predict future events through data extrapolation.
Datamatics is a technology company that builds intelligent solutions enabling data-driven businesses to digitally transform themselves through Robotics, Artificial Intelligence, Cloud, Mobility and Advanced Analytics.
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