Reference H7-094

Invest in loans transparently and flag deviations

Problem: Alternative lenders need liquidity, while investors can only assess loan portfolios when payment schedules, risks and events are standardised.

Solution: An API-based platform ingests loans from various originators, calculates payment and return profiles, and uses AI for document review, risk clustering and portfolio monitoring.

An API-based platform ingests loans from various originators, calculates payment and return profiles, and uses AI for document review, risk clustering and portfolio monitoring. In practical terms, it handles these core tasks: Import loan data from various originators via API; Calculate repayment and return schedules; Record payments and credit events. The result is a faster, more transparent, and more reliable process.

A practical AI tool for your business

Invest in loans transparently and flag deviations is a practical option for a tailored AI tool in your business.

An API-based platform ingests loans from various originators, calculates payment and return profiles, and uses AI for document review, risk clustering and portfolio monitoring. In practical terms, it handles these core tasks: Import loan data from various originators via API; Calculate repayment and return schedules; Record payments and credit events. The result is a faster, more transparent, and more reliable process.

Use the information below as a starting point for your own AI tool – or ask us to advise on and build the right solution for you.

What the solution can do

Import loan data from various originators via API

Calculate repayment and return schedules

Record payments and credit events

Cluster portfolios by risk and term

Monitor deviations and buybacks

Automatically generate and send investor reports

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Who works with it

  • Alternative lenders and loan platforms
  • Institutional and professional investors
  • Portfolio, risk & operations teams

What it delivers

  • Traceable portfolio and return calculations
  • Current accounts, events and risk clusters
  • Machine-readable and human-understandable reports

What this AI tool can do

  1. 1

    Define the loan product and data requirements

  2. 2

    Import loans and events from originators

  3. 3

    Calculate payment schedules, returns and risks

  4. 4

    Review deviations and update the portfolio

  5. 5

    Issue reports and notifications to investors

What the solution processes

  • Loan agreements, instalment plans and payment events
  • Product parameters, fees and buyback rules
  • Originator, creditworthiness and portfolio data

Which systems are connected

  • Lender APIs
  • Financial model, database and document review
  • Email, spreadsheet export and investor portal

Your options

We can build this AI tool for you, tailored precisely to your requirements. We apply the experience already gained from similar tools in this field. Contact us now for a no-obligation product consultation.

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