Robert Knight

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account aggregation income verification credit risk decisions affordability credit risk collections portfolio management credit scoring predictive modelling financial services financial technology consumer lending online identity finance real-time insights credit risk decisioning affordability assessment financial health monitoring emerging financial distress transaction categorisation risk modelling onboarding process collections optimization bank account verification customer insights spending behavior analysis flexible spending fixed costs evaluation cashflow analysis creditworthiness assessment financial profiling dynamic categorisation open banking technology data-driven lending predictive analytics transaction data integration sme financial health credit commitments identification financial stability assessment risk appetite alignment real-time data access credit scoring models automated decision making customer lifecycle management debt management categorisation risk assessment frameworks financial behavior insight api integration data security compliance fca regulated processes customer consent management historical financial analysis visibility of income streams financial data accuracy confidence scoring assessment of over indebtedness dynamic scoring systems predictive model enhancement customer engagement improvement finance technology information technology & services enterprise software enterprises computer software b2b