# Social media operations agent

> A controlled content-operations workflow connecting research, drafting, review and publishing signals.

**Category:** AI AGENT

## Challenge

Social content work involved repeated research, drafting and coordination across disconnected tools.

## System

1. Collect approved source material
2. Generate structured content drafts
3. Route work through human review
4. Notify stakeholders and retain records

## Tools and methods

- n8n
- OpenAI
- Google Sheets
- Notifications

## Documented outcome

The case shows how AI can support content operations while publication decisions remain with the team.

## Full case study

The full presentation document is available through the secure request form on the [HTML case-study page](https://hassansuhail.com/work/social-media-operations-agent). The download link is emailed and expires after 30 minutes.