debt-collection

Autonomous, relationship-aware B2B receivables recovery agent for Indian MSMEs. Replaces rigid calendar dunning with AI reasoning & a deterministic compliance envelope (MSMED Act & 43B(h)). Features Razorpay checkout, Promise-to-Pay tracking, dispute triage, human operator kill switch and 7 proven receivables recovery strategies.

An intelligent, voice-native debt collection platform powered by LiveKit, Groq, and Deepgram. Features real-time negotiation, sub-500ms latency, FDCPA compliance guardrails, and a cinematic command center UI.

AI-driven debt collection platform for FedEx that automates case allocation, tracks every customer interaction in real-time, and provides complete visibility into DCA operations. Built with Flask, React, and local LLMs.

Research Report on TrueAccord, a FinTech company founded in 2013 and based out of San Francisco, that is revolutionizing the debt collection industry.

ML-powered desktop app for simulating debt collection portfolio strategies. Blends CatBoost and LightGBM models to predict recovery outcomes across Low / Medium / High effort scenarios. Built with Python + Tkinter GUI, trained on historical collection data.

Debt Validation Prompter — split-pane letter generator with local templates + a JSON prompt pack for optional AI polish (no API calls baked in). // built with a little agentic assistance — local-first, so there are no “hidden API surprises”

Air-gapped dispute-response pipeline for collection law firms. Drafts letters, checks every claim against the source ledger, and stages all output for human review. Runs fully offline on a local model. Built for Brainstorm 2026.

Recoup AI — self-improving, FDCPA-compliant AI voice agents for debt collection with a Salesforce-style CRM. Pipecat + NVIDIA Nemotron + Cekura (YC Voice Agents Hackathon).

A simple debt contract written in L4.

Compliance-first AI agent for early-stage (1-30 DPD) loan collections, with code-level RBI guardrails and a 25-persona LLM evaluation suite.

Seeded Python generator for a synthetic debt collection agency data set: 10,000 accounts, ~200,000 activity notes, and 62 documented data quality defects for hands-on AI training sessions.

End-to-end ML project for intelligent collections: predicts payment behavior, segments clients, and recommends actions.

Manage debt on-the-go (Android, Java, Firebase)

Design decisions for Wax, an event-sourced .NET framework, and HiveAR, the free, open-source accounts receivable and debt collection platform being built on it by The OpenAR Collective, a vendor-neutral nonprofit. Read them, question them, and contribute what you know about how collections work; no coding required. Start with START-HERE.md.

Model Context Protocol server for the Payt API. Lets Cursor, Claude Desktop and other MCP clients call Payt's debtor, invoice, payment and credit-case endpoints as tools.

Autonomous voice-calling AI agent for unpaid B2B invoice recovery. Powered by Twilio & LiveKit WebRTC, Gnani.ai Indic Voice AI, TigerGraph Savanna GSQL syndicate detection, and zero-leakage Dodo Payments MoR split settlements.

Генератор претензий и исков по дебиторской задолженности из выгрузки 1С

Top Collections Management (Banking) (Opensource) 🌟 Star if you like it! 🌟

Model Context Protocol (MCP) server for dunning letters and overdue invoice payment reminders: reminder, final notice and aging. Chase overdue invoices on a ladder anchored to the due date: reminder 1, reminder 2, the final notice, with the aging and the day's chase list. Works with Claude Desktop, Claude Code and Cursor.