Physics based or Data-driven Digital Twins for monitoring current status of physical functions, interactions, outcomes or processes. The DT applications are diverse in nature and IBU focus DT solutions for Visual Simulations in Real Estate, Industries, Banking, FMCG, Supply Chain segments.

The Digital Twin supports intelligent simulation of physical conditions and characteistics. The Digital Twin simulations of the dynamic action/reaction and impact conditions. The Digital Twin solution helps to simulate features digitally, without costly equipments, constructions and feare of failures.

The dynamic process models requires digital replica for enabling the stakeholders to visualize the dynamic processes, volume, flow channel & directions, impact, outcomes etc. The Process model features are useful for Supplychain, Transportation/Mobility, customer behavior, utility services (gas, water, power), weather elements etc.

Reduction of Cycle-Time, optimization and governance of processes and outcomes often requries detailed physics based Digital Twin models. The process flows, cycle-times, outcome and impact zone mapping and simulations gives better visualization of Supply Chain and Manufacturing process to validate or optimumize them.

The GenAI predictive Digital Twim modelling is increasingly important feature for highly complex natural and man-made systems. The on-premise and cloud based GenAI features (chatGPT, RPA, APA etc.) along with Digital Twin models provide extensive corss-content intelligence and inferences for CRM related customer support or operational support functions.

The real-time analytics and Digital Twin functions for Preventive Relatinships & dependancy lineages are important for Root Cause Analysis (RCA) inferences, alerts and scenario data inputs. These Digital Twin functions are useful for any process-centric environments.