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Internal Tech

LinkedIn AI Agent

Content Automation With a Human Still in the Loop.

Next.js
Supabase
LinkedIn OAuth
LLM APIs
Client
Internal Product
Platform
SaaS Platform
Role
AI Agents & Social
Status
Internal Tech
The Problem

Before LinkedIn AI Agent

Consistent LinkedIn content - posts, carousels, and visuals - takes hours every week, and most automation tools either post low-quality content unsupervised or require just as much manual work as writing from scratch. Agencies managing multiple client accounts feel this pain multiplied across every client.

The Vision

Building the System

A multi-tenant content-automation agent that drafts posts, carousels, and images for LinkedIn, with a human-in-the-loop review step before anything goes live - so creators and agencies get speed without losing quality control or their voice.

LinkedIn AI Agent UI
How it works

Multi-tenant architecture - manage content pipelines for multiple LinkedIn accounts/clients from one system

AI drafts posts, carousel decks, and accompanying images automatically

Human review-and-approve step before publishing, so nothing goes out unchecked

Secure LinkedIn OAuth connection per account

Fully autonomous posting tools sacrifice quality and brand voice. Fully manual content calendars don't scale past one account. This agent sits in between - AI does the heavy drafting, a human keeps final say, and agencies can run it across many clients at once.