M/L (Credit Assessment Guideline) to manage customer credit scoring Advance analytic for DCC plant (PRO I CCM) It is a prediction and uses the Average Boiling Point (ABP) of Feed DCC obtained from Data Science to calculate the Product Yield of DCC in order to adjust the LP Model to be more accurate and accurate. Predictive maintenance Power Transformer for RCDD plant (PRO) It is a prediction of the voltage regulator in the transformer to reduce the risk of breakdown of the power transformer. To instill an Analytical Mind, employees need to first develop necessary skills that correspond to their job functions and scope of responsibilities, along with their willingness to receive training. Planned skill development through the Business Intelligence Analyst (BIA) & Data Scientist (DS) projects, have already been underway over a period of 5 years from 2020 to 2024 Highlight of Analytic projects Concentration Risk: MID 09/08/2022 Port - Domestic - Credit Petroleum - Domestic - Credit MTD 09/08/2022 IPOL YHER, Cash,… IPOL YHER, Cash,… IPOL YHER, Credi… IPOL YHER, Credi… IRPC AM, Cash, … IRPC AM, Cash, … IP IR IR IR Pct Pct Por Rc Scr Date @09/08/2022 (Daily) Date @09/08/2022 (Daily: Date @09/08/2022 (Daily: On-Time On-Time 1-7 days 8-30 days 91-180 days 31-90 days >180 days 87.66% 83.74% 14.93% 17.14% 79.48% 21.63% 59.12% 79.14% 18.71% 18.82% 50.14% 26.04% 80.08% 48.58% 85.37% 74.89% 9.71% 11.99% 22.75% 79.41% 12.94% 47.74% 27.41% 17.02% Overdue 0 4,241 284.94B 53.05% AR Overdue AR by Collateral Type AR by Customer Grade Total Sales 7,684 MB AR Overdue A+ 0.10B A 189.3B B+ 25.99B B 51.04B C 16.60B Non-grade 1.89B Bank Guarantee 10.48B Supply Chain Financing 0.71B Trade Credit Insurance 3.39B Stand by L/C 5.82B Other Guarantee 0.13B Clean Loan 264.4B Use case using Machine Learning Trade Credit Scoring (CAF) 126 56-1 One Report 2022 IRPC PUBLIC COMPANY LIMITED
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