Industrial Analytics And Insights

Our IIoT Center of Excellence provides services at the intersection of Data Science and Manufacturing, generating real-time predictions and improving the way organizations look at manufacturing. We will leverage Machine Learning to help you predict and preempt breakdowns, gain strategic insight into product quality, decrease costs and risk, and meet compliance requirements.

Our IIoT Framework:


Data Gathering

Integrate with multiple data sources (sensors, applications, dashboards) effortlessly.

Data Cleansing

Filter out the noise from raw data, so stakeholders get quality insights.

Additional Data Sources

Make use of our intelligent data acquisition framework to get data from other sources.

Machine Learning

Our predictive engines are built to detect breakdowns before they happen, and to recognize patterns in historical data.

Visualization

Simple, intuitive dashboards with charts and visualizations designed to help business stakeholders take data-driven decisions.

Our IIoT Services

Condition Monitoring

We leverage sound and vibration analytics to decide when a machine is working outside normal conditions. Then, we parse through thousands of data points using Machine Learning to understand which conditions really affect the state of the machine.

Predictive Maintenance

Our IIoT framework builds out Machine Learning models based on volumes of data. We use open-source scalable ML models like Spark MLlib and commercial offerings like SPSS from IBM or Azure ML for Microsoft.

Incident Correlation

Multiple sources can create a flood of noisy alarms. Our IIoT solution intelligently clusters the IT alarms/alerts and correlates into high-level related incidents know as ‘situations’, which are much easier to manage than thousands of disparate alerts.

Incident Scoring

Manual prioritization is subjective and often devolves into FIFO. Our IIoT solution automatically prioritizes incidents (or situations, once the incidents are correlated) by analyzing severity, level of disruption, incident duration, etc.

Root Cause Analysis

Use Machine Learning to automatically sort through massive volumes of log messages and identify messages that are truly relevant. We use powerful analysis algorithms that self-learn over time, providing fresh insights to find the root cause of the problem every time.

Connected Cars

We work with manufacturers to develop connected solutions for Location Tracking, Real-time performance monitoring, Condition-based maintenance, Driver assistance, Behavioural analysis, Recommendations based on driving patterns, etc.


IIoT @ Ideas2IT

Our solutions are designed to bring radical cost-saving insights to manufacturing. We will help you build a comprehensive framework to convert your entire manufacturing process into a data-driven, precise science.

Areas of Interest

Manufacturing

Automotive

Fleet

Aviation