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CASE STUDY — INTERNAL TOOL

INTERNAL INVOICE TOOL WITH AI INTEGRATIONS

An internal system for creating invoices, tracking payments, and automating financial documents — with an AI layer that drafts invoices from plain text, catches errors, and predicts late payments.

  • Internal Tool
  • Web App
  • AI
Invoice dashboard of the internal AI invoice tool

HOW IT WAS BUILT

THE PROJECT

ClientSole Proprietor Kovalenko R. I., Ukraine

DomainPayments & Billing

ServicesRequirements · Logic · Web app · AI integrations

StackASP.NET Core · PostgreSQL · LLM API · Docker

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Invoice builder with client base and service catalog

Invoice Builder

A client base and a service catalog are connected to the invoice builder: create, send, and track every invoice with PDF generation and statuses from Draft and Sent to Paid and Overdue.

Invoice list with partial payments and recurring invoices

Payments & Recurring Invoices

Partial payments, recurring invoices for regular clients, and automatic email reminders — with a dashboard of income and outstanding balances on top.

Service catalog feeding the invoice builder

Invoice from Plain Text

Paste a contract, an email, or a brief — AI extracts the details and drafts the invoice: services, prices, taxes, and a description of the work.

Client base with payment history and risk scores

Error & Anomaly Checks

Before an invoice goes out, AI checks it for mistakes and suspicious amounts — and warns about clients with low reliability, based on their payment history.

Personalized payment reminders and monthly AI finance summary

Smart Reminders & Monthly Summary

Payment reminders are written for each client instead of a template — and at the end of the month the owner gets an AI summary of income, debts, and trends.

The result is an internal tool that turns invoicing from a chore into a five-minute task. Built on ASP.NET Core, PostgreSQL, and Docker, with LLM-powered features wired in through a dedicated AI service layer — every AI draft stays a draft until a human approves it.

ASP.NET Core+

PostgreSQL+

LLM API+

Docker+

Invoicing+

PDF+

Payments+

Automation+

GOT A VAGUE IDEA? THAT'S OUR SWEET SPOT — LET'S TURN IT INTO A WORKING PRODUCT.

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