Posts getaggt mit automation
ML-Toolbox: Customised solutions for your business cases in the financial sector
ML-Toolbox: Customised solutions for your business cases in the financial sector

Finbridge is your partner for ML services in finance & banking. Using Machine Learning (ML), we drive innovation, increase efficiency, and improve the customer experience. Our AI solutions support areas such as customer service, risk management, process automation and data analytics. We offer modular ML solutions from our extensive ML toolbox and adapt them flexibly to your needs, whether through customised consulting projects or efficient software packages. Discover business cases for successful use cases.

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PoCIvan BalashovMachine Learning, digital transformation, automation
Success Story: pbb and Finbridge – Streamlining the HRL Process through Automation and Machine Learning
Success Story: pbb and Finbridge – Streamlining the HRL Process through Automation and Machine Learning

pbb Deutsche Pfandbriefbank AG, a leading specialist bank for real estate and public investment finance, collaborated with Finbridge, a consulting firm specializing in financial services, to modernize the hidden reserves/losses (HRL) process. By employing automation and machine learning, the partnership aimed to improve data analysis and make the process more efficient.

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ProjectIvan BalashovMachine Learning, digital transformation, automation
Machine Learning in Finance: An innovative approach to analysing Hidden Reserves / Losses processes and other financial parameters
Machine Learning in Finance: An innovative approach to analysing Hidden Reserves / Losses processes and other financial parameters

The wider acceptance and active development of machine learning techniques and data analytics have made it possible to optimize and automate business processes. This presents a lucrative opportunity for banks to redesign their operations to cut processing times and improve transparency. We present the potential of these techniques by applying a machine learning approach to a hidden reserves/losses process that can often be found in the finance departments of banks.

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InsightIvan BalashovML, Machine Learning, Finance, Lasso, Regression, HRL, optimization, automation
Business Intelligence In Financial Institutes
Business Intelligence In Financial Institutes

Managers of every level refer to the one or the other BI method to master the challenges of their daily work life and also the business departments employ BI techniques to get most out of their data. However, only few make use of the plethora of powerful self-service BI tools (SSBI tools) available on the market.

Thus, this article elaborates on the potential of BI in general and SSBI tools in particular. We summarize pros and cons and compare these to the well-known and very individual MS Excel & Access dashboard solutions.

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Insight, TopicGuest UserBI, automation, optimization, digital transformation, selfservicebi