Built a fully automated, AI agent–driven content orchestration system using n8n that intelligently understands user intent, generates content and images, and publishes posts across multiple social media platforms (Instagram and LinkedIn) without manual intervention.The system uses a central AI orchestrator agent to analyze minimal user input and dynamically trigger specialized sub-workflows for content generation, image creation, hosting, and social media posting—making the entire process scalable, modular, and production-ready.
Project Summary
This project involved building a fully automated, AI-agent–driven content orchestration system using n8n. The system intelligently understands minimal user prompts, generates social media content and images, and publishes posts automatically across Instagram and LinkedIn—without any manual intervention.
The primary focus of the project was on intelligence, orchestration, and scalability. Special attention was given to replacing rigid automation with decision-making AI agents that can analyze intent, choose the right actions, and dynamically trigger modular workflows—making the system production-ready and extensible.
Key Support & Scope
- AI agent orchestration architecture
- Intent analysis from minimal user input
- Modular automation workflows in n8n
- AI-generated content and images
- Automated social media publishing
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Generating consistent, high-quality social media content
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Creating captions and images for multiple platforms
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Manually posting across Instagram and LinkedIn
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Scaling content operations without increasing human effort
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Traditional automation lacking intelligence, context awareness, and decision-making, forcing users to manage multiple tools manually
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Accepts a minimal user prompt
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Uses an AI model to understand intent and context
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Decides which actions are required (image generation, content creation, posting)
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Dynamically triggers multiple semi-workflows
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The system supports end-to-end automation—from understanding the user’s request to publishing live social media posts.
- n8n
- REST APIs
- Backend Services
- Social Media APIs (Facebook Graph API)
- Cloudinary
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