Financial Services

Credit Risk Assessment Made Easy with RapidCanvas AutoAI

Usher in the future of AI-led credit risk assessment and seamlessly analyze borrower profiles, predict defaults, and make informed lending decisions.

Rethinking Credit Risk: Identifying Weaknesses in Existing Practices

Without leveraging AI, lenders face several challenges that lead to inaccurate credit risk assessments, rising defaults and delinquencies, manual processes, and limited data insights. In addition, manual underwriting procedures make it difficult to accurately evaluate an applicant's creditworthiness in a timely manner.
Inaccurate Credit Risk Assessments
Manual underwriting using limited data leads to poor judgment of an applicant's credit risk.
Increasing Defaults and Delinquencies
Lack of constant behavioral monitoring allows high-risk loans to go undetected.
Manual Processes
Human capacity bottlenecks underwriting and prevents timely decisions.
Limited Data Insights
Underwriters have access to only traditional credit data, limiting risk insights.

Deliver timely and accurate credit risk analysis with RapidCanvas AI

With RapidCanvas AI solution, lenders can completely automate the credit evaluation process while accessing deeper insights from big data. Pre-configured Machine Learning algorithms analyze thousands of data points from credit reports, financial records, and even alternative sources to generate real-time risk assessment and predictive analytics

Data Ingestion

Feed in borrower's financial records, demographics & behavioral data.
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Feature Engineering

Extract key factors influencing creditworthiness.
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Model Training

Train AI algorithms to identify patterns & predict risk.
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Risk Scoring

Generate personalized credit scores for informed decisions.
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Continuous Learning

Refine models with evolving market trends and customer behaviors for greater accuracy & adaptability.
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Reduce loan defaults while boosting operational efficiency

RapidCanvas solution for credit risk helps lenders with improved predictive accuracy, faster credit decisions, proactive risk mitigation, enhanced portfolio surveillance, and personalized offerings for borrowers.
Improve Predictive Accuracy
Achieve more reliable credit risk assessments.
Faster Credit Decisions
Automation accelerates underwriting and approvals.
Proactive Risk Mitigation
Early warning systems prevent defaults before they occur.
Personalized Offerings
Custom lending based on more robust insights into borrowers.

Key Industry Metrics

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Hear from Our  Customers

"With Rapidcanvas’s turnkey solution, we migrated our legacy knowledge into a modern data stack and automated complex financial processes seamlessly. We use the resulting valuable insights and analytics to make data-driven decisions. Their platform is ergonomic, intuitive, and easy for our team to collaborate and positively contribute to high-value activities."
Ryoichi Sato
Director of Risk, SFR3

Rethinking Credit Risk: Identifying Weaknesses in Existing Practices

Inaccurate Credit Risk Assessments
Increasing Defaults and Delinquencies
Manual Processes
Limited Data Insights
Inaccurate Credit Risk Assessments CR
Increasing Defaults and Delinquencies
Manual Processes
Limited Data Insights
Inaccurate Credit Risk Assessments CR
Increasing Defaults and Delinquencies
Manual Processes
Limited Data Insights
Inaccurate Credit Risk Assessments CR
Increasing Defaults and Delinquencies
Manual Processes
Limited Data Insights
Inaccurate Credit Risk Assessments CR
Increasing Defaults and Delinquencies
Manual Processes
Limited Data Insights
Inaccurate Credit Risk Assessments CR
Increasing Defaults and Delinquencies
Manual Processes
Limited Data Insights

Why customers choose RapidCanvas for AI-led credit risk assessment

See Rapid Time-To-Value
Address unique business needs without starting from scratch; state your business problem and the AutoAI discovery process will generate a matching AI solution within hours.
Build Expert-Led AI
Leverage the industry knowledge of data science experts, as required, to validate against industry benchmarks and ensure optimal AI solution performance
Access Actionable Business Insights
Create visual, interactive data apps, dashboards and reports to showcase business KPIs and outcomes, and monitor business performance
Use An End-To-End AI Solution
Achieve an end-to-end AI solution with an out-of-the-box setup for all steps from data orchestration, data preparation, transformations, model building and testing, through to model deployment and data apps