FigSamurai Studio Project

AI Credit News

How we built a fully automated AI-powered news platform for the financial sector in just 7 days.

Industry Financial Media
Timeline 7 Days
Service Studio
Status Live
aicreditnews.com
AI-Powered Financial Intelligence
Auto-curated articles AI summaries 24/7 automation Admin dashboard
Visit Live Site →

The Challenge

The financial sector moves fast. Professionals need to stay updated on AI developments affecting credit, risk, and banking — but manually curating content from dozens of sources is time-consuming and expensive.

We needed to create a platform that could:

  • ✓ Monitor 16+ industry sources in real-time
  • ✓ Filter articles for AI relevance automatically
  • ✓ Generate professional summaries and categorizations
  • ✓ Run 24/7 with minimal human oversight
  • ✓ Maintain editorial quality and accuracy
16+
RSS Sources
100+
Articles/Week
85%
Cost Reduction
24/7
Automation

The Solution

We designed a multi-stage AI pipeline that handles the entire content lifecycle — from source monitoring to publication:

  • ✓ Smart Scraping: RSS feeds from major financial publications, blogs, and news sites
  • ✓ Two-Stage Filtering: Fast Haiku model for title filtering, Sonnet for deep analysis (70% cost savings)
  • ✓ AI Processing: Automatic summarization, categorization, difficulty rating, and tagging
  • ✓ Admin Dashboard: Review queue for editorial oversight before publication
  • ✓ Auto-Publishing: Approved articles go live automatically

Tech Stack

Node.js Express SQLite Claude AI EJS Templates Railway Cron Jobs RSS Parsing Resend Email

7-Day Build Timeline

From concept to live site in one week. Here's how we did it:

Day 1-2
Architecture & Setup
Database design, project scaffolding, RSS source identification
Day 3
Scraping Pipeline
RSS parsing, article extraction, duplicate detection
Day 4
AI Integration
Claude API integration, prompt engineering, cost optimization
Day 5
Admin Dashboard
Authentication, review queue, approval workflow
Day 6
Frontend & Polish
Public site design, responsive layout, SEO basics
Day 7
Deploy & Launch
Railway deployment, DNS setup, monitoring, go live!

The Results

AI Credit News is now running autonomously, delivering fresh content daily with minimal oversight:

  • ✓ 100+ articles processed weekly from 16 sources
  • ✓ 85% reduction in content curation costs vs. human editors
  • ✓ ~5 minutes average admin time per day
  • ✓ Consistent quality with AI-generated summaries and categorization
  • ✓ Scalable infrastructure ready to add more sources
7
Days to Launch
~$50
Monthly AI Cost
5 min
Daily Admin Time
Live
Running 24/7

Want Something Like This?

FigSamurai Studio can build your AI-powered platform in days, not months. Let's talk about your project.

Take the AI Assessment Visit AI Credit News