Detect anomalies within reams of data and alert case managers .
Data company, TIBCO Software has released TIBCO Spotfire and TIBCO Data Science, which now supports Microsoft Azure Cognitive Services.
TIBCO’s products extend these services to analyse multivariate anomalies and add root cause analysis, using input from the Key Phrase Extraction cognitive skill to render decisions and automate actions like anomaly detection.
Using visual analytics and data science, sensor data and log data can be analysed at the edge, including the ability to detect anomalies within reams of data and alert case managers to take preventive actions.
Matt Quinn chief operating officer at TIBCO said increasingly, customers performing predictive maintenance must look for ways to leverage AI closer to where their data is generated for timely analytics and responses.
“TIBCO’s approach to visual AI, analytics, and ML integrates well with Microsoft Azure AI and Cognitive Services,” he said. “, Microsoft’s Python APIs are easily invoked from the TIBCO analytics offerings, giving our customers flexibility for AI core and edge scenarios, online and offline. The addition of Azure AI gives our customers flexibility and breadth of choice when using TIBCO Data Science with machine learning capabilities.”
Existing customers using Spotfir within their IoT environments cite ease of use and the ability to scale as key differentiators for their business.
“An education institution specializing in healthcare saw a drop of 74 percent in onsite surgical infections as a result of making predictive decisions directly in operating rooms,” he said.
“In addition, a manufacturing business in the semiconductor industry has used digital twins and model operations to detect geospatial anomalies within wafer maps and uncover millions in cost savings.”
