CASE STUDY 01 / AI & MEDIA AUTOMATION
NewsGlow.
Finding the brighter side of the news.
An AI-powered editorial automation platform designed to discover, evaluate, verify and prepare positive news for social media.
THE PRODUCT
NewsGlow Editorial Workspace
Custom-built editorial dashboard for content review, management and publishing.
Behind the Automation
Complex workflows.
Simple operations.
NewsGlow connects multiple automated workflows into one editorial system. AI-assisted news discovery, verification, content generation and publishing work together through a structured architecture.
Layer 01
AI Editorial Engine
Discover
Collect potential stories from news sources.
Evaluate
AI identifies relevant, positive news.
Verify
Check sources and eliminate duplicates.
Generate
Prepare branded content and assets.
Layer 02
Data & Human Control
Supabase Database
Structured storage for editorial content, source verification, generated assets and publication status.
Editorial Workspace
A custom-built React interface for reviewing stories, managing content and controlling publication.
Human-in-the-Loop Approval
Content is reviewed before publication. Automation handles repetitive work while editorial decisions remain under human control.
Layer 03
Publishing Engine
Publishing Dispatcher
Routes approved content to the appropriate publishing workflow.
Carousel Publisher
Multi-slide social media posts
Story Publisher
Vertical Instagram Stories
Social Media Distribution
Branded content delivered to connected channels.
Simplified architecture overview — implementation details intentionally omitted.
The Final Product
From automation
to audience.
The final result of NewsGlow's editorial automation is published as branded social media content. Explore an interactive preview of the NewsGlow Instagram experience.
newsglowde
View ProfileNewsGlow DE | Positive Nachrichten
🌍 Die Welt hat auch gute Nachrichten.
✨ Täglich positive News & echte Fortschritte.
💛 Mehr Hoffnung. Weniger Negativität.
Interactive portfolio preview using NewsGlow content.
THE CHALLENGE
Good news exists.
Finding it takes work.
01 / The Problem
A fragmented editorial process.
Discovering meaningful positive news requires searching multiple sources, identifying duplicate coverage, verifying information and preparing content for publication.
Repeating this process every day makes consistent content production time-consuming and difficult to scale.
02 / The Solution
An intelligent editorial pipeline.
NewsGlow combines automated news collection, AI-assisted editorial selection, source verification and content preparation into a connected workflow.
The architecture is designed to support repeatable daily production and future expansion into additional markets.
ENGINEERING DECISIONS
Beyond the happy path.
Duplicate News Detection
Multiple publishers often cover the same event. Event-based identifiers and source normalization help reduce duplicate stories before publication.
Source Verification
Automated extraction and source matching provide additional checks before content is accepted into the editorial pipeline.
Workflow Reliability
The system must handle incomplete results, missing sources and situations where fewer than the required number of stories pass verification.
Scalable Architecture
Reusable workflows, structured data and modular rendering components provide a foundation for future language and country-specific editions.
THE OUTCOME
More than automation.
A connected digital product.
NewsGlow brings together AI, workflow automation, application development and social media publishing into one connected platform.
01 / AI & Automation
AI Editorial Pipeline
Automated news discovery, AI-assisted editorial selection, source verification and content preparation.
02 / Application Development
Custom Management Platform
A React-based editorial workspace connected to Supabase for content review, approval and publication management.
03 / API Integration
Automated Publishing
Dedicated publishing workflows connect approved content to Instagram Carousels and Stories.
04 / System Architecture
Scalable Foundation
Modular workflows, structured data and reusable components designed to support future countries and languages.
NewsGlow is an evolving project that demonstrates how different technologies can be combined to solve real-world challenges through practical software.