Why hire a specialist over a generic developer?

A specialist like Michael Briones focuses on solving business challenges, eliminating repetitive work, and building high-performance systems with clear outcomes and ROI, rather than just writing code.

What technologies do you use for AI automation?

I leverage Next.js, OpenAI API, LangChain, Python, and custom desktop scripting with Selenium and AutoHotkey to build robust AI-powered workflows.

Do you provide long-term support?

Yes, I provide dedicated post-launch maintenance, troubleshooting support, and system monitoring to ensure smooth operations as your business scales.

Collection Agency Automation — Blog by Michael Briones

Case study and implementation analysis of automating debtor tracking, Twilio reminders, and payment analytics for collection agencies.

Challenges in Manual Debtor Account Tracking

Collection agencies handle large volumes of delinquent accounts. Managing outbound reminders manually is slow, prone to missed follow-ups, and leads to poor recovery rates.

Building a Custom Debt CMS in Django

We built a custom multi-tenant CMS in Django that imports bulk debtor lists, assigns scores, and tracks interaction history. Celery background tasks orchestrate the workflow, ensuring high-scale processing.

Scheduled Twilio SMS and Email Triggers

The system automatically sends Twilio text alerts and emails to debtors based on their payment schedules. By automating these reminders, agents only intervene when a debtor responds, saving hours of manual dialling.

Real-Time Payment Dashboards and Analytics

Consolidating Twilio logs, invoice responses, and database updates into a React/Next.js dashboard gives agency management full visibility. Outbound collection efficiency increased by 35% with visual telemetry reports.