AstonixAI · Reception
Let me walk you through this one, from the problem to what we built.
Debtclarify loan-management platform
Lending ledgers replaced with an automated interest engine and an AI assistant.
Before
- Spreadsheet ledgers
- Manual interest
- Penalties by hand
- No view of repayment risk
After · One system
- Loan
- Interest engine
- Instalments
- Dashboards
- AI assistant
- Sector
- Fintech
- Type
- Software
01 — The story
From the problem to the system.
- 01 · The problem
What was broken
Small lenders tracked loans in spreadsheets, so interest, penalties and repayment risk were hard to see.
- 02 · The challenge
Why it was difficult
Each lender uses different interest models, penalty rules and repayment schedules, and every calculation has to be exact.
- 03 · What we built
The system
A full-stack platform with an interest engine, automated instalment scheduling, live dashboards and an AI assistant.
02 — How it works
Workflow, step by step.
- 01
Loans are created with their own interest and penalty rules
- 02
The engine schedules instalments and calculates interest automatically
- 03
Dashboards show cash flow and borrower status in real time
- 04
An AI assistant answers questions about profitability and risk
Next step
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