AI in Finance: Transforming Banking, Insurance, Fintech

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Empowering Data Scientists & Business Experts with AI that Addresses your Specific Requirements

Data Visualization with ai
Of Explainability Rate, Offering Clarity and Trust in AI-driven insights in the Banking, Insurance and all Finance sectors
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Business Team Benefits

With papAI, business experts are not simply recipients of the results of data science but become active participants in the process. They can take part in data cleansing, visualize data using intuitive visual tools, and participate in the creation and optimization of models.

Business experts can explore, share and manage datasets using papAI’s integrated data catalog. papAI without replicating data acts as an audit tool on all available data, wherever it is actually stored, and helps to make business sense of it.

papAI offers various explainable AI features, such as feature contribution analysis, sub-population analysis, and Shapley values. These tools can help business experts understand the decisions made by machine learning models and make informed decisions.

Data Scientists Benefits

Data scientists can build, orchestrate and optimize data pipelines from a No-Code graphical user interface, to accelerate and simplify the process of data preparation and analysis + data lineage, data governance, and automation.

All the tasks generated by users through no-code operations generate Spark tasks. These tasks are then automatically orchestrated on the integrated Spark cluster for optimal load balancing. The underlying infrastructure is self-managed and highly scalable. (Kubernetes).

papAI offers robust MLOps capabilities, enabling users to automatically deploy machine learning models in production, monitor them for quality and availability, and quickly retrain and redeploy them.

Hours Saved for Each Data Scientist Environment/Month
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Data Collection​ Data Cleaning using AI

The AI Platform Built for Your Industry

Weak Signal Detection

Accurately detect subtle indicators of future churn

Anomaly Detection

Identify abnormal behavior for churn prevention

Churn Rate

Epxplore the percentage of customers who churn over a given period.

Customer Lifetime Value

Identify high-value customers who are at risk of churning

Machine Learning and Predictive Analytics

Harness data insights for proactive fraud detection

High explainability power

Understand churn prediction algorithms with clarity and transparency

Visualization and Reporting

Gain actionable insights through intuitive data visualization

Real-time Monitoring

Detect and respond to churn at the moment

Speed up the journey from data collection to swift AI-driven decision-making

Discover how papAI simplifies AI project deployment in the banking sector by expediting loan approval, enhancing fraud detection, optimizing customer service, and streamlining risk assessment.

AI for finance industry

Explore how papAI streamlines AI project deployment in the insurance sector by accelerating claim processing, enhancing fraud detection, optimizing underwriting processes, and improving customer service.

artificial intelligence in finance

Discover how papAI accelerates AI project deployment in the fintech sector by automating investment recommendations, improving customer onboarding, optimizing portfolio management, and streamlining risk assessment.

How do we ensure our client's success?

“The digital activity report for RATP bus controllers developed by Datategy is very intuitive. It allows us to manage our teams flexibly and gives great autonomy and responsibility to the 150 team leaders in the field. A 67% increase in the number of monthly fines and a 57% increase in average monthly takings have been recorded since the start of our collaboration.”
Benoit HEITZ - Anti-Fraud Expert - RATP

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AI-powered churn prediction systems have been shown to reduce churn costs by up to 80%.

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