How can you use artificial intelligence to improve credit scores? (2024)

Last updated on Nov 25, 2023

  1. All
  2. IT Services
  3. Information Technology

Powered by AI and the LinkedIn community

1

What is AI and how does it work?

2

How can AI improve credit scoring models?

3

How can AI provide personalized feedback?

4

How can AI detect fraud?

5

Here’s what else to consider

Credit scores are numerical representations of your creditworthiness, based on your past and present financial behavior. They can affect your ability to borrow money, get a mortgage, rent a car, or even land a job. But how are credit scores calculated, and can artificial intelligence (AI) help improve them? In this article, we will explore how AI can be used to enhance credit scoring models, provide personalized feedback, and detect fraud.

Top experts in this article

Selected by the community from 61 contributions. Learn more

How can you use artificial intelligence to improve credit scores? (1)

Earn a Community Top Voice badge

Add to collaborative articles to get recognized for your expertise on your profile. Learn more

  • Pradeep Pendse (PhD)

    How can you use artificial intelligence to improve credit scores? (3) 14

  • Jijy Oommen LinkedIn Top Voice, CTO, CIO, Digital and Fintech Architect, Tech Transformation Specialist, Sustainability Champion…

    How can you use artificial intelligence to improve credit scores? (5) How can you use artificial intelligence to improve credit scores? (6) 6

  • How can you use artificial intelligence to improve credit scores? (8) 4

How can you use artificial intelligence to improve credit scores? (9) How can you use artificial intelligence to improve credit scores? (10) How can you use artificial intelligence to improve credit scores? (11)

1 What is AI and how does it work?

AI is a branch of computer science that aims to create machines or systems that can perform tasks that normally require human intelligence, such as learning, reasoning, and decision making. AI can use various methods and techniques, such as machine learning, deep learning, natural language processing, computer vision, and neural networks, to process large amounts of data, identify patterns, and generate outputs.

Add your perspective

Help others by sharing more (125 characters min.)

  • (edited)

    • Report contribution

    To increase our credit scores we need to understand that AI systems can continuously monitor borrowers' financial situations and adjust credit scores dynamically based on changing circ*mstances. This ensures that credit scores remain up-to-date and reflective of the borrower's current financial health.AI uses Natural Language Processing (NLP) algorithms to analyze unstructured data such as text from social media, emails, or other sources. This can help in understanding the sentiment and financial stability of an individual. Thus, AI can help us quickly identify the most critical areas we need to address to improve our credit scores!"Like" if you agree.

    Like

    How can you use artificial intelligence to improve credit scores? (20) 4

    Unhelpful
  • Manish Mathur Airline and Travel Technology Professional
    • Report contribution

    In order to ascertain justified and reliable credit scores, predictive models can be developed, tuned, accustomed and improved upon, to include past customer credit service behaviour on a continual basis. These can include various parameters that comply with government regulations, policies of financial institutions, fraud records, etc.

    Like

    How can you use artificial intelligence to improve credit scores? (29) 3

    Unhelpful
  • George B. Account Provisioning Engineer | Information Security Analyst | Identity Access Management | PAM | Enterprise SaaS Security | INFOSEC | ISC² CC
    • Report contribution

    Improve credit scores as an individual with AI and Python by:Data Management: Organize financial data, including payment history and outstanding debts.Credit Analysis: Use Python to analyze your credit report and identify areas for improvement.Predictive Modeling: Develop AI models to forecast how actions like reducing debt can impact your credit score.Automated Reminders: Create Python scripts for bill payment reminders.Personal Finance Apps: Use AI-powered apps for credit score tracking and recommendations.Credit Monitoring: Regularly monitor credit scores and reports for tracking and discrepancy identification.

    Like

    How can you use artificial intelligence to improve credit scores? (38) 2

    Unhelpful

Load more contributions

2 How can AI improve credit scoring models?

Traditional credit scoring models rely on a limited set of variables, such as payment history, credit utilization, length of credit history, types of credit, and new credit inquiries. These models can be rigid, biased, and outdated, and may not capture the full picture of a person's financial situation. AI can improve credit scoring models by using more data sources, such as social media, online behavior, biometrics, and alternative financial data, to create a more comprehensive and dynamic profile of a borrower. AI can also use advanced algorithms, such as neural networks, to analyze complex and nonlinear relationships between variables, and to adapt to changing market conditions and consumer behavior.

Add your perspective

Help others by sharing more (125 characters min.)

  • Jijy Oommen LinkedIn Top Voice, CTO, CIO, Digital and Fintech Architect, Tech Transformation Specialist, Sustainability Champion, Digital Genius 2023, Top 10 Women CTOs and Top 70 CTOs, Iron Lady, Mentor(Views expressed are my own)
    • Report contribution

    AI has a revolutionary power to transform the way credit decisions are made. The conventional credit assessment process can be complimented with AI based intuitive scoring models to make more accurate predictions.

    Like

    How can you use artificial intelligence to improve credit scores? (47) 4

    Unhelpful
  • (edited)

    • Report contribution

    AI systems can monitor borrowers' financial situations on a regular basis and adjust credit scores dynamically based on changing circ*mstances. This ensures that credit scores remain up-to-date and reflective of the borrower's current financial health. :o

    Like

    How can you use artificial intelligence to improve credit scores? (56) 4

    Unhelpful

Load more contributions

3 How can AI provide personalized feedback?

Another way AI can help improve credit scores is by providing personalized feedback and recommendations to borrowers. AI can use natural language processing and chatbots to interact with borrowers, answer their questions, and offer them tips and suggestions on how to improve their credit scores. For example, AI can analyze a borrower's spending habits, income, and debt, and provide them with a customized budget, a debt repayment plan, or a savings goal. AI can also send reminders, alerts, and incentives to motivate borrowers to follow their plans and improve their financial literacy.

Add your perspective

Help others by sharing more (125 characters min.)

  • Jijy Oommen LinkedIn Top Voice, CTO, CIO, Digital and Fintech Architect, Tech Transformation Specialist, Sustainability Champion, Digital Genius 2023, Top 10 Women CTOs and Top 70 CTOs, Iron Lady, Mentor(Views expressed are my own)
    • Report contribution

    This is a very interesting use case of AI wherein people can be proactively given personalized credit behavioral advice about how they can improve own credit scores.

    Like

    How can you use artificial intelligence to improve credit scores? (65) How can you use artificial intelligence to improve credit scores? (66) 6

    Unhelpful
  • Staci M. Dayton, PMP Driving AI decisioning and workflow automation for the healthcare industry
    • Report contribution

    To take this section one step further, “AI can analyze a borrower's spending habits, income, and debt, and provide them with a customized budget, a debt repayment plan, or a savings goal” AND then implement and execute that plan for the individual consumer with agreement from the consumer. Next best action can be leveraged to predict the likelihood of the consumer’s success with following the plan on their own or leveraging AI. Automate reminders and updates on progress on the plan to ensure adherence. If any life events cause deviation, AI can provide guidance on how to deal with those events and get back on track with the plan.

    Like

    How can you use artificial intelligence to improve credit scores? (75) 2

    Unhelpful
  • Amin Beheshti Software Engineer | JavaScript | Python | SQL | AI Enthusiast
    • Report contribution

    AI-powered credit scoring is transforming into a dynamic financial coaching system, providing personalized feedback and recommendations to borrowers. AI analyzes spending patterns, income, and debt, offering tailored guidance like customized budgets, debt repayment plans, and savings goals. Conversational interfaces and proactive prompts encourage borrowers to follow their plans and improve financial literacy. AI is not just an assessment tool; it's a trusted companion, empowering informed decisions and long-term financial success.

    Like

    How can you use artificial intelligence to improve credit scores? (84) 2

    Unhelpful

Load more contributions

4 How can AI detect fraud?

Fraud is a serious threat to the credit industry, as it can result in losses, lawsuits, and reputational damage. Fraudsters can use various methods to obtain credit or personal information, such as identity theft, phishing, spoofing, or hacking. AI can help detect and prevent fraud by using computer vision and biometrics to verify the identity of borrowers, such as facial recognition, fingerprint scanning, or voice authentication. AI can also use machine learning and anomaly detection to monitor transactions and flag suspicious or unusual activities, such as multiple applications, high-risk locations, or inconsistent data.

AI is a powerful tool that can help improve credit scores by using more data, better algorithms, and smarter interactions. By using AI, credit scoring models can become more accurate, fair, and transparent, and borrowers can benefit from more personalized feedback and fraud protection. AI can also create new opportunities and challenges for the credit industry, such as ethical, legal, and regulatory issues, that need to be addressed and resolved.

Add your perspective

Help others by sharing more (125 characters min.)

  • Kristian Bainey, M.S, PMP, CSM, Prosci, ITIL,PM-AI 🇨🇦🇹🇹 #ArtificialIntelligence in #ProjectManagement🔹IT🔹AI Coach🔹Published #Author🔹Speaker of 30+🌏conferences🔹#technology🔹Scrum Master🔹President/CEO of #PMINAC🔹#AI Custom Model #chatGPT🔹Lecturer🔹MIT
    • Report contribution

    AI is like a sharp-eyed detective. It quickly spots unusual patterns in data that suggest fraud, helping to keep things safe and secure.

    Like

    How can you use artificial intelligence to improve credit scores? (93) How can you use artificial intelligence to improve credit scores? (94) 3

    Unhelpful
    • Report contribution

    Artificial Intelligence (AI) strengthens fraud detection in various ways. It analyzes patterns to spot anomalies, maps networks to unveil fraud rings, evaluates sentiments in content, forecasts user activity based on history, and supercharges rules engines for superior detection. By combining these approaches, AI provides a robust and adaptable defense against fraudulent activities, ensuring a comprehensive and efficient safeguard against potential threats.

    Like

    How can you use artificial intelligence to improve credit scores? (103) 1

    Unhelpful

Load more contributions

5 Here’s what else to consider

This is a space to share examples, stories, or insights that don’t fit into any of the previous sections. What else would you like to add?

Add your perspective

Help others by sharing more (125 characters min.)

  • Pradeep Pendse (PhD)
    • Report contribution

    India has a large population in the informal sector who actually need credit - however lack of formal documentation prevents them from gaining access to formal methods of credit - they then succumb to loan sharks etc - Self Help groups have been a source of credit scoring of such individuals - can AI help in these areas ? Many fintech companies are trying to bridge this gap and are using unconventional sources of information to assess a person's worthiness

    Like

    How can you use artificial intelligence to improve credit scores? (112) 14

    Unhelpful
    • Report contribution

    When implementing AI in credit scoring, key considerations include data privacy and security, especially under PSD2. Ethical AI usage is vital, with safeguards against biases, particularly from varied data sources like social networks. Transparency in AI's functioning is crucial for trust, allowing understanding of score calculations. It's important to address AI's potential in perpetuating inequalities, ensuring fair credit assessments. Continuous AI model evolution necessitates regular monitoring and updates to align with new financial behaviors and changing economic conditions.

    Like

    How can you use artificial intelligence to improve credit scores? (121) 4

    Unhelpful
  • Dr.Chintan H. B. ✔RESEARCH FELLOWSHIP OF SCIENCE✔DOCTOR OF SCIENCE(D.SC.)✔PH.D.
    • Report contribution

    AI is most helpful technology to all sectors with non IT. Which will be benefit for defense, medical, social and many platforms. According to my opinion, It must have growing up in all field of sectors. Artificial intelligence can be used to prevent from all challenges where needed to mankind and all working fields. Which can give output a lot with automated systems. Which is core part prevent from cyber bullying, fraudulent and cyber threats attacks but Make sure AI must use positive information way. Meanwhile it's misuse may possible but our experts Awareness program can make pure and going TOP best level without any misleading. I highly recommend Artificial intelligence to routine activities in all sectors Regards Dr.Chintan H Bhavsar

    Like

    How can you use artificial intelligence to improve credit scores? (130) 1

    Unhelpful

Load more contributions

Information Technology How can you use artificial intelligence to improve credit scores? (131)

Information Technology

+ Follow

Rate this article

We created this article with the help of AI. What do you think of it?

It’s great It’s not so great

Thanks for your feedback

Your feedback is private. Like or react to bring the conversation to your network.

Tell us more

Report this article

More articles on Information Technology

No more previous content

  • What do you do if your IT leadership skills are struggling to keep up with rapidly changing technologies? 20 contributions
  • What do you do if you want to fast-track your career in technology with an IT bootcamp? 23 contributions
  • What do you do if you need to find the best tools and platforms for virtual collaboration in IT? 14 contributions
  • Here's how you can effectively network online in the IT sector. 16 contributions
  • What do you do if your IT clients have unrealistic expectations and tight deadlines? 7 contributions
  • What do you do if your IT supervisor or manager is unresponsive to feedback?
  • What do you do if you want to secure better terms for temporary and contract IT work?

No more next content

See all

Explore Other Skills

  • IT Strategy
  • System Administration
  • Technical Support
  • Cybersecurity
  • Software Project Management
  • IT Consulting
  • Search Engines
  • IT Operations
  • Data Management
  • Information Security

More relevant reading

  • Back Office Operations What are the best practices for using AI and machine learning in fraud analytics?
  • Financial Technology What are the skills and competencies required for fintech professionals working with heart rate recognition?
  • Payment Systems How can you test and debug Payment Systems that use artificial intelligence?
  • Incident Handling What are some of the innovative ways that incident handlers use artificial intelligence and machine learning?

Help improve contributions

Mark contributions as unhelpful if you find them irrelevant or not valuable to the article. This feedback is private to you and won’t be shared publicly.

Contribution hidden for you

This feedback is never shared publicly, we’ll use it to show better contributions to everyone.

Are you sure you want to delete your contribution?

Are you sure you want to delete your reply?

How can you use artificial intelligence to improve credit scores? (2024)
Top Articles
Latest Posts
Article information

Author: Prof. Nancy Dach

Last Updated:

Views: 5888

Rating: 4.7 / 5 (57 voted)

Reviews: 80% of readers found this page helpful

Author information

Name: Prof. Nancy Dach

Birthday: 1993-08-23

Address: 569 Waelchi Ports, South Blainebury, LA 11589

Phone: +9958996486049

Job: Sales Manager

Hobby: Web surfing, Scuba diving, Mountaineering, Writing, Sailing, Dance, Blacksmithing

Introduction: My name is Prof. Nancy Dach, I am a lively, joyous, courageous, lovely, tender, charming, open person who loves writing and wants to share my knowledge and understanding with you.