Indian Bank

Increased customer satisfaction and reduced operational costs.

Go-To-Market

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Finance & Insurance

|

Natural Language Processing

Project Overview

An AI-powered virtual agent streamlines repetitive mortgage valuation queries for an Indian multinational bank.

Layman's Explanation

The AI chatbot answers common customer questions about mortgages, reducing the workload on human agents.

Analogy

Think of it like a smart customer service assistant in banking that answers mortgage questions automatically, so employees can handle more complex tasks.

Details

A virtual agent trained on 10,500 FAQs manages queries efficiently, reducing human workload by automating tasks and improving accuracy through centralized information management.

Project Novelty

Virtual agents trained on FAQs are standard, though task automation improves efficiency.

Project Estimates

Timeline:

5 months

Cost:

$150,000

Headcount:

5

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AI-powered comparison of insurance policies with legal data to streamline policy drafting.

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An AI-powered budget planner to analyze income and expenses, offering personalized financial advice and loan options.

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Enhanced risk assessment and reduced claim losses.

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Global Finance Corp

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Improved customer satisfaction and increased profitability.

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Personalized financial recommendations increase profitability by 2%.

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Global Finance Corp

Personalized financial recommendations increase profitability by 2%.

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Natural Language Processing

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Indian Bank

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Increased customer satisfaction and reduced operational costs.

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An AI-powered virtual agent streamlines repetitive mortgage valuation queries for an Indian multinational bank.

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Indian Bank

An AI-powered virtual agent streamlines repetitive mortgage valuation queries for an Indian multinational bank.

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International Investment Bank

International Investment Bank

Increased trading efficiency and profitability.

Build-Custom

Investment bank optimize portfolio management and improve bond trading using AI and machine learning.

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International Investment Bank

Investment bank optimize portfolio management and improve bond trading using AI and machine learning.

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Finance & Insurance

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Natural Language Processing

Finance & Legal

Finance & Legal
Investment Firm

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Reduced reporting time and improved data accuracy.

Build-Custom

AI-powered automation for financial reporting consolidation across portfolio companies.

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AI-powered automation for financial reporting consolidation across portfolio companies.

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Finance & Insurance

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Natural Language Processing

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Japanese Investment Manager

Japanese Investment Manager

Enhanced investment strategies and reduced research time.

Build-Custom

Automating financial analysis, sentiment extraction, and portfolio management to improve efficiency and decision-making.

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Automating financial analysis, sentiment extraction, and portfolio management to improve efficiency and decision-making.

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Finance & Insurance

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Natural Language Processing

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Investment Management Company

Investment Management Company

Accelerated deal sourcing and improved investment decisions.

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AI-enhanced deal sourcing to identify, analyze, and forecast investment opportunities faster.

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Investment Management Company

AI-enhanced deal sourcing to identify, analyze, and forecast investment opportunities faster.

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Strategy

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Finance & Insurance

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Natural Language Processing

Finance & Legal

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Lending Institution

Lending Institution

Improved loan approval rates and reduced default risks.

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A financial decision engine that uses AI to assess loan eligibility, identify risks, and recommend personalized financial products.

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Lending Institution

A financial decision engine that uses AI to assess loan eligibility, identify risks, and recommend personalized financial products.

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Finance & Insurance

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Classification

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IT Security & Data
Mobile Banking App

Mobile Banking App

Increased user engagement and expanded financial services.

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A smart mobile payment solution allowing users to open accounts, manage payments, access loans, and control card features directly from their phones.

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Mobile Banking App

A smart mobile payment solution allowing users to open accounts, manage payments, access loans, and control card features directly from their phones.

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Finance & Insurance

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Reinforcement Learning

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Finance & Legal
Private Equity Firm

Private Equity Firm

Improved liquidity management and investment returns.

Build-Custom

AI-powered liquidity forecasting helps a private equity firm optimize cash flow management, ensuring profitable investments and regulatory compliance.

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Private Equity Firm

AI-powered liquidity forecasting helps a private equity firm optimize cash flow management, ensuring profitable investments and regulatory compliance.

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Finance & Legal

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Finance & Insurance

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Regression

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Protect Line

Protect Line

Increased lead conversion rates and customer satisfaction.

Build-Custom

AI chatbot for personalized customer conversations to enhance lead quality and streamline insurance sales.

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Protect Line

AI chatbot for personalized customer conversations to enhance lead quality and streamline insurance sales.

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Go-To-Market

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Finance & Insurance

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Generative AI

Strategy

Strategy
Private Equity Firm

Private Equity Firm

Accelerated deal evaluation and reduced investment risks.

Build-Custom

Automating and enhancing the due diligence process for private equity deals.

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Private Equity Firm

Automating and enhancing the due diligence process for private equity deals.

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Strategy

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Finance & Insurance

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Natural Language Processing

Operations

Operations
Seattle Actuarial Firm

Seattle Actuarial Firm

Accelerated policy drafting and improved compliance.

Build-Custom

A Generative AI solution accelerates insurance policy drafting by automating contract comparison and legal data synthesis.

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Seattle Actuarial Firm

A Generative AI solution accelerates insurance policy drafting by automating contract comparison and legal data synthesis.

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Operations

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Finance & Insurance

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Generative AI

Strategy

Strategy
Singapore Hedge Fund

Singapore Hedge Fund

Enhanced investment performance and increased profitability.

Build-Custom

AI-driven predictive models improved a hedge fund's investment strategy, resulting in 161 successful deals within a year.

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Singapore Hedge Fund

AI-driven predictive models improved a hedge fund's investment strategy, resulting in 161 successful deals within a year.

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Strategy

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Finance & Insurance

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Natural Language Processing

Finance & Legal

Finance & Legal
US Bank

US Bank

Reduced default rates and improved loan portfolio quality.

Build-Custom

AI-driven credit risk assessment to enhance decision-making and reduce defaults.

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US Bank

AI-driven credit risk assessment to enhance decision-making and reduce defaults.

|

Finance & Legal

|

Finance & Insurance

|

Classification

Go-To-Market

Go-To-Market
UK Pet Insurance

UK Pet Insurance

Increased customer retention and optimized marketing spend.

Build-Custom

A Customer Lifetime Value (CLV) model for a pet insurance company to improve customer targeting and retention strategies.

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UK Pet Insurance

A Customer Lifetime Value (CLV) model for a pet insurance company to improve customer targeting and retention strategies.

|

Go-To-Market

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Finance & Insurance

|

Classification

Operations

Operations
US Bank

US Bank

Improved compliance and reduced operational costs.

Build-Custom

Developed an AI-powered loan insurance tracking system to automate compliance checks and manage insurance policy documents.

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US Bank

Developed an AI-powered loan insurance tracking system to automate compliance checks and manage insurance policy documents.

|

Operations

|

Finance & Insurance

|

Natural Language Processing

Operations

Operations
US Bank

US Bank

Reduced compliance risks and increased efficiency.

Build-Custom

Automating insurance compliance tracking for loan portfolios to reduce risks and streamline workflows.

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US Bank

Automating insurance compliance tracking for loan portfolios to reduce risks and streamline workflows.

|

Operations

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Finance & Insurance

|

Natural Language Processing

Operations

Operations
U.S. Investment Fund

U.S. Investment Fund

Accelerated data processing and improved accuracy.

Build-Custom

Automating financial document processing to improve decision-making efficiency.

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U.S. Investment Fund

Automating financial document processing to improve decision-making efficiency.

|

Operations

|

Finance & Insurance

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Natural Language Processing

Operations

Operations
Digits

Digits

Improves operational efficiency and enhances client satisfaction for accountants.

Build-Custom

Generating client-specific questions about transactions for accountants.

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Digits

Generating client-specific questions about transactions for accountants.

|

Operations

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Finance & Insurance

|

Natural Language Processing

IT Security & Data

IT Security & Data
SumUp

SumUp

Improved compliance efficiency and narrative accuracy in AML reporting.

Build-Custom

LLM-driven evaluation is used to assess the accuracy and quality of free-text narratives in anti-money laundering (AML) reports.

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SumUp

LLM-driven evaluation is used to assess the accuracy and quality of free-text narratives in anti-money laundering (AML) reports.

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IT Security & Data

|

Finance & Insurance

|

Natural Language Processing

Strategy

Strategy
Monzo

Monzo

Enhanced product alignment with customer savings goals and seasonal trends.

Build-Custom

Topic modeling is used to analyze free-text data in customer savings Pots, identifying key savings categories and patterns.

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Monzo

Topic modeling is used to analyze free-text data in customer savings Pots, identifying key savings categories and patterns.

|

Strategy

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Finance & Insurance

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Clustering

Operations

Operations
Lemonade

Lemonade

Improved customer satisfaction and operational efficiency in claims processing.

Build-Custom

Lemonade employs machine learning to underwrite insurance policies and settle claims in real-time by using predictive models and fraud detection.

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Lemonade

Lemonade employs machine learning to underwrite insurance policies and settle claims in real-time by using predictive models and fraud detection.

|

Operations

|

Finance & Insurance

|

Classification

IT Security & Data

IT Security & Data
HCLSoftware

HCLSoftware

Strengthened fraud detection and response capabilities, improving organizational security.

Build-Custom

AI-enhanced fraud detection to identify suspicious activity, particularly in combating deepfake-driven fraud.

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HCLSoftware

AI-enhanced fraud detection to identify suspicious activity, particularly in combating deepfake-driven fraud.

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IT Security & Data

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Finance & Insurance

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Anomaly Detection

Strategy

Strategy
Numr CXM

Numr CXM

Enhanced customer retention and reduced churn rate among insurance policyholders.

Build-Custom

Numr CXM applies machine learning to predict customer insurance renewal likelihood based on customer satisfaction and demographic data.

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Numr CXM

Numr CXM applies machine learning to predict customer insurance renewal likelihood based on customer satisfaction and demographic data.

|

Strategy

|

Finance & Insurance

|

Classification

IT Security & Data

IT Security & Data
Feedzai

Feedzai

Build-Custom

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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IT Security & Data

|

Finance & Insurance

|

Anomaly Detection

IT Security & Data

IT Security & Data
Mostly AI

Mostly AI

Improved compliance and enhanced insurance operations.

Build-Custom

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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IT Security & Data

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Finance & Insurance

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Generative AI

Strategy

Strategy
Moody's

Moody's

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.

|

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

Operations

Operations
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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Operations

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Finance & Insurance

|

Generative AI

IT Security & Data

IT Security & Data
Cash App

Cash App

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

Build-Custom

Enable scalable and efficient data management for Cash App by using Delta Lake to process Afterpay data in real-time.

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Cash App

Enable scalable and efficient data management for Cash App by using Delta Lake to process Afterpay data in real-time.

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IT Security & Data

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Finance & Insurance

|

Real-Time Learning

IT Security & Data

IT Security & Data
Block

Block

Improved data governance efficiency, ensuring compliance and enhancing data access.

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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IT Security & Data

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Finance & Insurance

|

Natural Language Processing

Product

Product
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