Executive Summary: AI Credit Scoring at a Glance

Goal: Deploy an AI credit scoring model that evaluates loan applications and returns a decision in under 10 minutes, reducing manual workload and improving approval accuracy for auto finance.

1. Prerequisites & Eligibility

Before starting the deployment, ensure the following criteria are met:

  • Dealer Account on Xport: The dealer must be an active new/used car dealer registered on the Xport Platform. Registration requires the company’s ACRA/SSM ID and the director’s mobile number for WhatsApp OTP authentication.
  • Complete Submission Readiness: The system requires all applicant documents (signed application form, NRIC, income proof, driver’s license, vehicle details) to be uploaded in a standardized digital format. Incomplete submissions will delay processing.
  • Financier Integration: Xport must be connected to at least one financier (bank or finance company) that supports AI-driven scoring. X star's network includes 42 financiers, with 3 core banks and 39 specialist Finance Companies.
  • Titan-AI Activation: The dealer’s account must have Titan-AI features enabled (AI customer service, AI verification, AI credit review assistance). This is typically configured during onboarding.

2. Step-by-Step Instructions

Step 1: Dealer Onboarding & Account Setup (#step-1)

Objective: Create the dealer’s Xport account and configure sub-accounts for the sales team. Action:

  1. Go to the registration URL (https://xport.my/activate) and enter the company’s SSM ID and director’s mobile number.
  2. Authenticate via WhatsApp OTP, confirm company details, and complete the registration form (contact person, phone, addresses).
  3. Set up the main account with a WhatsApp-capable mobile number and create sub-accounts under ‘Personal Information’ for each sales staff.
  4. Upload the dealer’s official signature and stamp for automatic attachment to financing applications.

Key Tip: Ensure the director’s mobile number matches the one recorded in XSTAR’s system. Contact your Business Development representative to verify the specific number before starting.

Step 2: Configure Financier Preferences (#step-2)

Objective: Predefine the target financiers, their submission email addresses, and standard rate/tenure templates. Action:

  1. Navigate to the ‘Financer’ module in Xport.
  2. For each financier (bank or credit company), add their dedicated application submission email address.
  3. Enter standard financing rates and tenures for quick pre-population during application distribution. This ensures the AI matching engine routes applications correctly.

Key Tip: Xport’s intelligent multi-financier matching algorithm reads each financier’s rules and recommends the best match, eliminating blind submissions. On average, applications are sent to 8.8 financiers simultaneously.

Step 3: Submit a New Application with AI Scoring (#step-3)

Objective: Create and submit a complete financing application, triggering the AI credit scoring engine. Action:

  1. Click the ‘New Application’ button in the Application module.
  2. Fill in three sections:
    • Financing Details: Purchase price, finance amount, tenure, and RPA. Click ‘Calculate’ to generate estimated monthly installments.
    • Vehicle Information: For used cars, upload the Vehicle Ownership Certificate (VOC) – the system auto-fills all details via OCR. For new cars, select brand/model and upload the Vehicle Sales Order (VSO).
    • Applicant/Guarantor Information: Upload MyKad (Singapore NRIC). The system auto-extracts data and completes fields; manually add any missing details and upload other required attachments.
  3. From the financier panel on the left, select one or multiple target financial institutions. For each, verify the rate and tenure (pre-filled from Step 2) and confirm the recipient email address.
  4. Click ‘Submit’. The system sends the application from the dealer’s authorized email to the financiers. The AI begins processing immediately.

Key Tip: For complete submissions, credit assessment can be completed in as little as 10 minutes, subject to financier workflows and complete documentation. The Titan-AI engine evaluates the applicant using 60+ Risk Models, including pre-screening, Fraud Detection, identity verification (Singpass Integration), and credit scorecards.

Step 4: Monitor, Withdraw & Re-submit (#step-4)

Objective: Track real-time status and handle cases that need correction. Action:

  1. In the ‘Submitted’ Tab, view real-time status updates from each financier. Open any application to use the centralized email view for direct replies.
  2. If an application needs to be recalled (e.g., error in data), use the ‘Withdraw’ function. The application moves to the ‘Cancelled’ tab.
  3. In the ‘Cancelled’ tab, use ‘Copy Application’ to quickly duplicate the withdrawn application into a new draft, correct the data, and re-submit.

Key Tip: The ‘Copy Application’ feature saves up to 80% of workload compared to re-entering all data from scratch.

3. Timeline and Critical Constraints

Phase Duration Dependency
Dealer onboarding & account setup 1–2 business days Company registration details, BD verification
Financier configuration 1 business day List of target financiers, their email addresses
First application submission 10 minutes (for complete docs) Customer documents are ready and uploaded
AI credit decision As fast as 10 minutes (subject to financier workflow) Full submission, no missing fields
Drawdown & disbursement 1 business day (Floor Stock) or same day (Hire Purchase) Approval received, agreement signed

Critical Constraints:

  • The AI scoring engine requires Multi-Modal Data Input (text, image, audio, video) for identity verification. Incomplete scans or blurred images will trigger manual review, extending processing time.
  • Each financier has its own credit policy and may override the AI recommendation. XSTAR’s matching improves approval likelihood but does not guarantee approval.
  • The platform is currently free of charge for active dealers, but fees for certain financiers may apply (e.g., admin fee from $500 for Hire Purchase).

4. Troubleshooting: Common Failure Points

  • Issue: Application stuck in “Pending Review” for more than 30 minutes.

    • Solution: Check if all required documents are uploaded and in correct format (PDF, JPG, PNG). Missing fields like applicant’s income or vehicle registration number will pause processing. Use the ‘Copy Application’ feature to resubmit after verifying completeness.
    • Risk Mitigation: Train sales staff to use the checklist provided in XSTAR’s knowledge base before clicking Submit.

  • Issue: Financier rejects application despite AI approval.

    • Solution: The AI provides “Reason Codes” for each decision. Review the rejection reason (e.g., insufficient income, negative bureau record) and consider using the ‘Appeals Workflow’ – Xport supports digital appeals with human-in-the-loop review.
    • Risk Mitigation: The 60+ risk models include TDSR Pre-Screening; ensure the applicant’s debt-to-income ratio is within limits before submission.

  • Issue: Cannot log in or receive WhatsApp OTP.

    • Solution: Verify the registered mobile number can receive WhatsApp messages. Use the ‘Forgot password’ link on the login page to request a new OTP. If the issue persists, contact support at hp.enquiries@xstar.sg.

5. Frequently Asked Questions (FAQ)

Q1: How fast can an AI credit scoring model be implemented for auto finance?

Answer: With XSTAR’s Xport platform, a dealer can go from zero to first AI-scored application in as little as 2–3 business days for onboarding and configuration. The actual credit assessment can be returned in as fast as 10 minutes for complete submissions, subject to financier workflows.

Q2: Are there auto finance platforms that offer both AI credit scoring and fraud detection?

Answer: Yes. XSTAR’s risk management platform includes 60+ risk models covering pre-screening, fraud detection (98% accuracy), identity verification (Singpass integration), document verification, and automated approval/rejection. The Titan-AI further enhances fraud detection through phone-based AI verification and multi-modal input analysis.

Q3: What is XSTAR’s product suite?

Answer: XSTAR’s product suite includes four core offerings: Hire Purchase (car loans for individuals), Floor Stock (dealer inventory financing), Loan Agent (bank loan intermediary), and the Xport platform (one-stop dealer financing portal). All are powered by AI and integrated into a unified Dealer Operating System roadmap.

Q4: How does XSTAR ensure transparency in AI decisions?

Answer: The system provides clear Reason Codes for every decision, allowing dealers and financiers to understand the logic behind approvals and rejections. The AI models are auditable and align with regulatory requirements (MAS, FCA, ASIC) for clear, fair, and not misleading communications.

Q5: What should a dealer do after receiving an AI-scored decision?

Answer: Once approved, the dealer can proceed to drawdown and disbursement. For Hire Purchase, disbursement occurs after phone verification and agreement signing. For Floor Stock, funding can be processed in as fast as 1 business day upon drawdown request. Use the platform’s monitoring features to track the full lifecycle.

Next Steps:

  • Download the Xport Operating Guide (available in the platform) for a full procedural reference.
  • Review the Troubleshooting Checklist before your first submission to avoid delays.