Energy

Solution certified in SAP HANA which helps in instant visualization as well as predictive analysis of logs from Oil & Gas upstream operations.

• Uses prediction models for sub-surface characteristics, drilling plans, production, etc.
• Supports application of AI/ML algorithms for NPT (Non Productive Time) reduction strategies.
• A/I and ML based module of lithology prediction combined with real time data can avoid drilling surprises/incidents.

Solution significantly reduces the TAT (Turn Around Time) for E&P data transformations jobs and enable Process Automation in E&P data management domain - deployed as a pilot for a major E&P operator in India.

• Adapters built in for SEGY, LAS, WITS, WITSML, PRODML, RESQML, etc.
• Automation Scripts for Routine tasks like Splicing, Merging, Data Transformation
• E&P Logs Visualization extensions for Enterprise Reporting Tools

Solution leverages AI/ML models to accurate detection of leaks in water supply network using Azure IoT Hub.

• Monitors current water flow into a water distribution system and, in near real time, detects anomalies compared to an AI/ML based prediction
• Generates alerts in operator’s app with insights to take the appropriate actions
• Artificial Neural Network (ANN) and Autoencoder Neural Network (AE) models

Solution helped in introducing different tariff plans in one of the key markets in Europe to reduce overall energy consumption.

• Analyze energy consumption variation with respect to – temperature, tariff rates, tariff plans (Std./DToU), customer segmentation
• Monitor dynamic time of use (DToU) plan provided users with different tariff rates (high/normal/low prices) to help users predict and guide their energy usage, thereby, reducing their overall consumption.

Solution helps in methane leak detection as well as analysis of logs from oil & gas operations.

• Leak hotspots detection through Satellite Images (from the oil fields)
• Pinpoint leak location and identify the cause of the leak 
• Estimate emission size and impact from leaks and emission
• Simulating effectiveness of methane leak detection programs
• Support in ESG Reporting through digital platforms

Solution addresses the need for an EIA as well as EPA compliant for CO2 tracking from oil & gas operations.

• Customized the GHG template for the Oil & Gas industry which will help in the calculation of Green House Gases (GHG) emissions namely CO2, CH4, N2O from the industry
• Mapped multiple emission sources from E&P operations with the GHG compliant templates
• Manages multiple monitoring dashboards for the environment impact assessment 

Solution built using MS PowerApps for remote production monitoring as part of Industry 4.0 portfolio.

• Predict Production Stops (Machine Failures, NPT, HSE Exceptions)
• Predict Failures from a Machine’s component to a process’s task level
• Monitor Remotely on Production Runs using real-time KPI dashboards
• Enable IoT operations for real-time visibility into key performance indicators in the production plant

Solution significantly reduces the TAT (Turn Around Time) for HSE/safety jobs by predicting safety/integrity issue across the logistics supply chain by leveraging advanced accident models. 

• Predict Production Stops (Machine Failures, NPT, HSE Exceptions)
• Predict delays, NPT, route challenges, etc. 
• Predict HSE Impacts, Operational Integrity in the simulated planned logistics runs
• Recommend intervention, changes to the logistics/ transportation plans

Solution is focused on cloud enabled AI driven workflows for drug discovery and design.

• Built on KNIME workflows with Python scripts running on MS Azure Cloud
• We intend to use multiple of AI/ML frameworks on identified molecules/compounds/protein structures to increase the reliability and trust from these AI results
• Objective is to deploy and test to run as a service to aid in drug design/discovery process

Solution to detect frauds/outliers based on exceptions applied on procedures, benchmarks, process, hospital’s capacity & productivity.

• Rules-based claims on direct claims, with built-in prediction models on medical images and diagnosis data
• Benchmarking, collusion maps and risk scoring applied across hospitals and ranking them
• Benchmarking District-wise performance based on Recovery Rates, LOS, Re-admissions, Error Rates in Tests, Test Converge, etc.

Solutions empower recovery and collections functions with advanced portfolio governance.  

• Supports to generate NPL portfolio value - data capture, analysis and visualization techniques to create and refine user-friendly NPL portfolio insights  
• Early-warning and forward looking models draw on predictive analytics to improve credit portfolio quality and increase repayment rates  
• Configurable contact process management along with communication channels aided by templates for standard notices

Solution to meet the growing demand for an integrated platform that provides a convenient way to trace blockchain transactions.

• Provides an enterprise level of analytics stack which can integrate with multiple blockchain platforms such as Ethereum, Hyperledger, R3 Corda, etc.
• Supports real-time analysis of encrypted transactions for non-compliance, fraud, contractual exceptions, urgent escalations to contractual parties involved, etc.
• Leveraged the Trade Finance functional area where we used different IBM services - IBM Watson IoT, IBM Hyperledger, IBM Streaming Services and IBM Data Experience (DSx).