Banco Hipotecario

Improved customer engagement and acquisition, increasing profitability.

Product

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Finance & Insurance

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Recommendation Systems

Project Overview

Enhance customer acquisition and retention through machine learning-driven product recommendations and risk assessment.

Layman's Explanation

Banco Hipotecario uses AI to better understand customer needs, enabling them to offer relevant products and identify potential risks more efficiently.

Analogy

In banking, it’s like a tailored shopping experience where each customer sees the most relevant products and services, encouraging loyalty and trust.

Details

Banco Hipotecario modernized its data infrastructure using Databricks on Azure, transitioning from a legacy data warehousing setup to a unified, scalable cloud-based data lakehouse architecture. This shift enables efficient data ingestion, robust ETL pipelines, and seamless cross-team collaboration, accelerating the development of ML models. The platform’s recommendation system has significantly boosted customer engagement by personalizing product suggestions, contributing to a 90% increase in cross-sells and reducing acquisition costs by 35%.

Project Novelty

The integrated, cloud-based data lakehouse architecture in finance, particularly for ML-driven cross-sell and acquisition strategies, is innovative and rare.

Project Estimates

Timeline:

9 months

Cost:

$600,000

Headcount:

6

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Finance & Insurance

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Continuously monitor user behavior and device data in real-time to detect potential fraud in digital banking sessions.

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Feedzai

Continuously monitor user behavior and device data in real-time to detect potential fraud in digital banking sessions.

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Finance & Insurance

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Improved compliance and enhanced insurance operations.

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Leverages synthetic data to create high-quality, privacy-safe datasets for training machine learning models in the insurance industry, enabling data sharing and compliance with privacy regulations.

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Mostly AI

Leverages synthetic data to create high-quality, privacy-safe datasets for training machine learning models in the insurance industry, enabling data sharing and compliance with privacy regulations.

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Finance & Insurance

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Increased accuracy and speed in financial analysis, enhancing investor decision-making.

Build-Custom

AI-powered analysis tools improve the accuracy and speed of financial data analysis, enabling better investment insights and risk management.

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Moody's

AI-powered analysis tools improve the accuracy and speed of financial data analysis, enabling better investment insights and risk management.

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Strategy

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Finance & Insurance

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Natural Language Processing

IT Security & Data

IT Security & Data
Kensho

Kensho

Accelerated data processing and decision-making in financial analysis.

Build-Custom

Using NLP to analyze unstructured financial data, such as earnings reports, to quickly extract insights and provide clients with actionable information.

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Kensho

Using NLP to analyze unstructured financial data, such as earnings reports, to quickly extract insights and provide clients with actionable information.

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IT Security & Data

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Finance & Insurance

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Natural Language Processing

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Shift Technology

Shift Technology

Improves claims efficiency and accuracy, saving time and increasing successful recoveries.

Build-Custom

Shift Technology’s generative AI improves document analysis accuracy for insurers, reaching over 95% in claims processing and 90% in subrogation liability assessment.

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Shift Technology

Shift Technology’s generative AI improves document analysis accuracy for insurers, reaching over 95% in claims processing and 90% in subrogation liability assessment.

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Finance & Insurance

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Generative AI

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Improved real-time data accessibility, increasing decision speed across teams.

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Real-Time Learning

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Build-Custom

Establish a centralized data governance framework using Unity Catalog to secure customer data and streamline compliance across Block’s subsidiaries.

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Block

Establish a centralized data governance framework using Unity Catalog to secure customer data and streamline compliance across Block’s subsidiaries.

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Natural Language Processing

Product

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Banco Hipotecario

Banco Hipotecario

Improved customer engagement and acquisition, increasing profitability.

Build-Custom

Enhance customer acquisition and retention through machine learning-driven product recommendations and risk assessment.

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Banco Hipotecario

Enhance customer acquisition and retention through machine learning-driven product recommendations and risk assessment.

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Product

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Finance & Insurance

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Recommendation Systems

Engineering

Engineering
Banco Bradesco

Banco Bradesco

Increased operational efficiency and data, reducing time to insights.

Build-Custom

Streamline data analysis workflows by enabling both technical and nontechnical users to leverage AI-driven code assistance for faster, more accurate insights.

Lorem ipsum dolor sit amet, consectetur adipiscing elit. Suspendisse varius enim in eros elementum tristique. Duis cursus, mi quis viverra ornare, eros dolor interdum nulla, ut commodo diam libero vitae erat. Aenean faucibus nibh et justo cursus id rutrum lorem imperdiet. Nunc ut sem vitae risus tristique posuere.

Banco Bradesco

Streamline data analysis workflows by enabling both technical and nontechnical users to leverage AI-driven code assistance for faster, more accurate insights.

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Engineering

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Finance & Insurance

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Generative AI

IT Security & Data

IT Security & Data
Zest AI

Zest AI

Increased access to fair lending options and optimized risk management for lenders.

Build-Custom

Zest AI enables lenders to make fair, transparent, and compliant lending decisions through AI-driven credit risk assessment.

Lorem ipsum dolor sit amet, consectetur adipiscing elit. Suspendisse varius enim in eros elementum tristique. Duis cursus, mi quis viverra ornare, eros dolor interdum nulla, ut commodo diam libero vitae erat. Aenean faucibus nibh et justo cursus id rutrum lorem imperdiet. Nunc ut sem vitae risus tristique posuere.

Zest AI

Zest AI enables lenders to make fair, transparent, and compliant lending decisions through AI-driven credit risk assessment.

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IT Security & Data

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Finance & Insurance

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Classification