LGSC Integrated Smart Solution® is a digitization solution for all enterprises across the globe and industries.
Digitalization in simple terms is the fusion of Internet of Things, Big Data, and Artificial Intelligence on the cloud.
The LGSC Integrated Smart Solution® can be used in various industries which span manufacturing, mining, agriculture, oil and gas, public sector and utilities industries.
Internet of Things (IOT): Universe of intelligent industrial products, processes and services that communicate with each other and with people over a global network.
Big Data Analytics: Computational analysis of extremely large data sets to reveal patterns, trends, and associations.
Artificial Intelligence (AI): Machine intelligence capabilities that are based on technologies such as machine learning, distributed and high performance computing, cognitive technologies
Artificial Intelligence – Modes and Models
- Classification (is this email spam?)
- Regression (house price?)
- Clustering (group similar items)
- Recommendation (you might like…)
- Supervised (examples given)
- Unsupervised (go figure it out)
- Reinforcement (reward and punish)
- Online (learn as you go)
- Decision Trees
- Linear Regression Models
- Support Vector Machines
- Artificial Neural Networks
- Example Collection
- Example Generation
- Example Curation
- Training/Validation/Test Sets
- Loss/Error > Update Model
AI Predictive Analytics
– Find the unknown insights, trends, patterns, and outliers
– Visualize your business and make the right quick and confident decisions
Interactive Business Snapshots
A single view that helps customer to read entire business snapshot over the timeline.
Its a multi-dimentional interactive dashboard; user can slice and dice data graphically.
Data Discovery Tool:
LGSC provides tools that can help to analyze data for outliers/fraud detection, business patterns, buying behaviors, market basket analysis etc. It uses right math algorithm specific to domain.
Predictive Analytics Engineering
Helps in forecasting sales, revenues, market demand, customer inflow, churn rate etc. Our system uses machine learning algorithms on historical & incidental data in conjunction with other real-time influencers.
Insight based visualizations
We closely work for specific business problem and come up with the right solution based on the complexity of problem. End of the day we use visualization framework to convey the solution to the users. These visualizations are interactive, user friendly and finally drives the decision.
Intelligent Alert Engine
This automatically send the critical insights, abnormalities, decision parameters to user device/mail box. This works on PUSH mechanism, it is based on pre configured scheduler and also triggers based on adverse events generated by the system.