ZESTFINANCE ZAML suite in AI in Fintech Solutions

ZestFinance’s ZAML software uses a proprietary explanation method derived from game theory and multivariate calculus that works on the actual underlying model. ZAML explainability determines the relative importance of each variable to the final score by looking at how it interacts with other variables. ZestFinance was one of the first companies to deploy machine learning models for lending. ZestFinance's AI-based tools help lenders to increase revenue, reduce risk, and ensure compliance with complex federal regulations.

USP : ZAML is a machine learning credit and risk modeling solution with end-to-end explainability. It is fast and powerful and offers unique transparency with regards to fees and processes. Zest’s Automated Machine Learning (ZAML) enables lenders to analyze non-traditional data, including data they already have in-house, such as customer support data, payment histories, and purchase transactions.

BUYERS
VENDORS
EXPERTS
1.7
ANALYSTS
 

ZESTFINANCE ZAML suite detailed analysis

Product Maturity
Company Maturity
Use Case Maturity
Most IMPORTANT
0.0
0.0
0.0
Product Features and Functionality
1.55
3.15
3.70
Product Quality and Reliability
1.55
0
2.60
Deployment
1.25
5.00
2.75
Services
2.75
2.90
3.90
LEAST IMPORTANT LESS IMPORTANT

PARTICIPATING QUADRANTS

ZESTFINANCE ZAML suite has chosen it’s strengths in these 3 territories
  • Niche Quadrant

    All-Europe

    35 Participants

  • Niche Quadrant

    All-Middle East and Africa

    25 Participants

  • Niche Quadrant

    All-Asia-Pacific

    32 Participants

REGIONS
North America Latin America Middle East and Africa Asia-Pacific Europe
STRENGTHS
  • Product Maturity / Support Services
    Customer Support
  • Product Maturity / Support Services
    Sales Support
  • Company Maturity / Geographic Footprint
    Direct Presence - North America
  • Company Maturity / Geographic Footprint
    Indirect Presence - Asia-Pacific
  • Company Maturity / Geographic Footprint
    Indirect Presence - North America
  • Company Maturity / Geographic Footprint
    Sales Office - North America
  • Company Maturity / Financial Sector Features
    Business Process Automation
  • Company Maturity / Financial Sector Features
    Others
  • Company Maturity / Financial Sector Features
    Quantitative & Asset Management
  • Company Maturity / % Revenue from Financial Sector Features
    Revenue -Business Finance & Expense reporting
  • Company Maturity / % Revenue from Financial Sector Features
    Revenue -Business Process Automation
  • Company Maturity / % Revenue from Regions
    Revenue - Europe
  • Company Maturity / % Revenue from Regions
    Revenue - North America
  • Company Maturity / % Revenue from Financial Sector Features
    Revenue -Others
  • Company Maturity / % Revenue from Financial Sector Features
    Revenue -Quanitive & Asset Management
  • Company Maturity / Financial Sector Features
    Business Finance & Expense reporting
  • Product Maturity / Customer Behavioral Analytics
    Debt Collection
  • Product Maturity / Services offered
    Consulting & Training
  • Product Maturity / Customer Behavioral Analytics
    Automated Customer Support
  • Product Maturity / Mode
    Cloud
WEAKNESSES
  • Company Maturity / Partner Ecosystem
    Distributors
  • Company Maturity / Partner Ecosystem
    OEMs
  • Company Maturity / Partner Ecosystem
    System Integrators
  • Company Maturity / Partner Ecosystem
    Value Added Resellers (VAR)
  • Company Maturity / Geographic Footprint
    Direct Presence - Europe
  • Company Maturity / Geographic Footprint
    Direct Presence - Latin America
  • Company Maturity / Geographic Footprint
    Direct Presence - Middle East and Africa
  • Company Maturity / Geographic Footprint
    Indirect Presence - Latin America
  • Company Maturity / Geographic Footprint
    Indirect Presence - Middle East and Africa
  • Company Maturity / Geographic Footprint
    Sales Office - Europe
  • Company Maturity / Geographic Footprint
    Sales Office - Latin America
  • Company Maturity / Geographic Footprint
    Sales Office - Middle East and Africa
  • Product Maturity / Pre-Sales Support Activity
    Dedicated Account Manager (DAM)
  • Product Maturity / Pre-Sales Support Activity
    Software Requirement Specification (SRS)
  • Product Maturity / Customer Behavioral Analytics
    Chatbot / Personal Finance
  • Company Maturity / Financial Sector Features
    Credit Scoring
  • Product Maturity / Core Features
    Cross-platform functionality
  • Product Maturity / Core Features
    Integration with other fintech apps
  • Company Maturity / Financial Sector Features
    Market Research
  • Product Maturity / Deployment
    Mode

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TOP FEATURES
  • Product Features and Functionality
    Business Analytics and Reporting
  • Product Features and Functionality
    Core Features
  • Product Features and Functionality
    Customer Behavioral Analytics
  • Support Services
    Customer Support
  • Business Analytics and Reporting
    Predictive Analytics
  • Core Features
    Simplified user experience
  • Support Services
    Sales Support
  • Core Features
    Accessible analytics
  • Customer Behavioral Analytics
    Debt Collection
  • Support Services
    Technical Support

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ZESTFINANCE ZAML suite Presence in AI in Fintech Solutions

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