AI Predictive
Analytics for

Alternative Lenders

Boost your alternative lending strategy with the precise
power of AI-driven
GiniMachine. Create
predictive models to strategically plan for optimal

outcomes. Make
data-driven decisions with the ad-hoc
solution for the alternative
lending business.
Alternative Lending
Zero coding or AI
Works with incomplete
and raw data
Provides readymade
predictions in
3-5 min
Explains why a certain
decision was


Alternative Credit Scoring System

Easily assess loan applications with GiniMachine. Just upload
historical loan data, and it
will create a predictive model
based on past credit closure factors.
Next, upload your active

loan data in a CSV or XLS file, and the system will pinpoint
non-performing loans

AI Scoring Software for
Alternative Lending

Leverage AI alternative scoring tool to increase accuracy of credit

decisions and accelerate loan processing at every stage.

Alternative Lending

Score alternative data

Increase loan origination by catering to thin-profile and unbanked borrowers.
GiniMachine uses alternative data (like rent, utility payments, asset ownership,
social media) for precise loan repayment predictions.

Alternative Lending

Automate preapprovals

Boost loan origination efficiency and issue more credits faster with GiniMachine.
Integrated seamlessly with your loan system, the algorithm scores incoming
applications instantly.

Alternative Lending

Build multiple models

GiniMachine creates unique models for each uploaded dataset, empowering diverse loan
portfolio assessments. Our AI tool for alternative lenders allows limitless model

Alternative Lending

Monitor model accuracy

GiniMachine’s continuous model monitoring adapts to regulatory and market shifts,
mitigates risks of outdated predictions, and avoids excess costs. It automates the
process, alerting you promptly when updates are needed.

Alternative Lending

Score loan portfolios

Automatically audit assets to pinpoint high-risk ones. Utilize these data-driven
insights for proactive NPL prevention and profit maximization. Enhance
decision-making and loan management with informed, optimized processes.

Alternative Lending

Customize cut-offs

Alternative lenders enhance performance by fine-tuning the cutoff point, balancing
precision and recall. This risk customization tool helps define the acceptable
proportion of risky assets in the loan portfolio.

Start a free trial and gain a competitive edge over traditional
lenders with
innovative scoring approach.

Start a free trial

Complete Debt
Management Software

GiniMachine AI is designed to improve debt processing for different

of institutions.

Profit Forecast

Use GiniMachine’s profit forecast tool to evaluate your loan portfolio performance and
spot potential delinquencies. It factors in all costs to calculate accurate loan
approval profits and the expense of inaccurate approvals, aiding in effective portfolio
profitability assessment and focus area identification.

Alternative Lending
Alternative Lending

Results Interpretation

Boost transparency with GiniMachine’s explainable alternative scoring. Meet regulatory
needs with auditable decisions. GiniMachine visually represents key decision
influencers, allowing clear understanding. Monitor system-considered factors and export
detailed reports for easy analysis.

AI Debt Collection

Automate debt collection for higher asset liquidity and fewer NPLs. See a major
reduction in Days Sales Outstanding. GiniMachine suggests optimal payback methods and
personalizes strategies per case. Leverage this for scalable debt portfolio segmentation
and efficient debt collection.

Alternative Lending

Fast and Free Credit Department Audit

Check your credit department on biases and human errors using a comprehensive guide from GiniMachine. You will receive it right away.

Consider Using
GiniMachine To

See how GiniMachine can facilitate overcoming
lending pitfalls and improve your
performance with the power of artificial

  • Lower NPA/NLP for your business
  • Keep your accounts receivable from selling
  • Speed up application processing
  • Measure and improve debt collection performance
  • Build the debt collection department

Suits Diverse
Alternative Lending

Expedite loan processing, enhance the accuracy of credit

decisions, and eliminate defaults in
outstanding debt with AI-driven
alternative scoring software.

Alternative Lending

Commercial lending

Commercial lenders leverage alternative data for superior risk assessment, informed
decisions, and optimal interest rates. ML algorithms cut underwriting time and boost
efficiency. Alternative scoring strengthens risk control and portfolio management,
aiding in risk identification, repayment tracking, and loss mitigation.

Alternative Lending

Personal finance

Alternative credit scoring boosts customer reach, risk assessment, decision speed,
and market access while reducing bias. By leveraging alternative data sources and
advanced analytics, you can make more informed lending decisions and tailor their
products and services to meet the diverse needs of borrowers.

Alternative Lending

Buy now pay later

Alternative scoring expands the BNPL customer base. AI refines borrower profiles for
tailored loan terms. GiniMachine’s accurate creditworthiness assessments reduce
bias, speed up decisions, and automate processes.

Try GiniMachine AI for alternative lending today to discover
the full capacity of your business.

Start a free trial

Case Studies

Start Scoring
Alternative Data with

Start a free 3-week trial

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