AI & Business Automation
An automated content pipeline combining research, deduplication, AI summaries and segmented newsletter delivery.
Automated B2B content pipeline
Calan Newsletter Intelligence
An automated newsletter pipeline that continuously researches hundreds of finance and payroll sources, filters and deduplicates relevant stories, translates international content, and uses AI to produce contextual summaries and responsive newsletters. The system connects to Brevo for role-based segmentation and tracks engagement to improve future curation.
- Client
- Calan — Payroll & Finance
- Project status
- Live
Project objectives
- Automate discovery across finance and CFO-focused sources
- Filter, deduplicate, and auto-tag relevant content
- Build scalable article, subscriber, and activity data architecture
- Generate contextual AI summaries and responsive newsletters
- Give editors visibility and control through a custom dashboard
- Personalize delivery using subscriber roles and interests
- Track opens, clicks, feedback, and unsubscribe trends
- Continuously improve curation using engagement data
Technology and capabilities
- n8n
- Supabase
- AI content generation
- Brevo Email API
- Web scraping
- Auto translation
- Next.js
- TypeScript
- Responsive email
- Tag segmentation
Project walkthrough
Inside the product
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