Dataiku

Dataiku is a leading platform in data science, machine learning, and AI, utilized by top insurance organizations to enhance various processes across departments. It aids in customer retention and acquisition, improves customer service, optimizes claims forecasting and processing, automates regulatory reporting, and enhances underwriting and fraud detection. These improvements lead to reduced risk, increased revenue, decreased costs, and higher customer satisfaction.

In the face of shifting risk factors, complex consumer demands, and competitive environments, insurers must innovate to provide a modern, customer-focused experience. Dataiku Solutions help create a modern actuarial workflow, offering a significant advantage. The platform supports the use of Generalized Linear Models for claims modeling within a fully-governed data science environment.

Dataiku enhances operational efficiency by streamlining data processes and improving forecasting accuracy through machine learning. It allows users to create visual maps of processes using available logs, enabling deep dives into specific processes, analysis of outliers, and application of statistical techniques for remediation and optimization.

• Train, score, and deploy Generalized Linear Models using the VisualML interface.
• Perform Optical Character Recognition (OCR) with the Tesseract engine.
• Gain insights into model fairness metrics.
• Facilitate collaboration and explainability of complex data workflows with a unique visual flow.

Dataiku has significantly increased the throughput of data science teams, enhancing the value provided to businesses. Its features support a common workflow, enhanced by CICD pipelines and automations, fostering an agile culture of transparency, inspection, and adaptation. This approach continuously improves processes and throughput.

Companies like Aviva have leveraged Dataiku for years to develop various data analytics and machine learning use cases, supporting their customer-first mission.