Agentic AI Content Strategist for Interactive Creators

Open
FreeFuse
Woodland Hills, California, United States
Mike Liu
CEO
3
Project
Academic experience
200 hours of work total
Learner
Anywhere
Advanced level

Project scope

Categories
Product management UX design Project management Software development Artificial intelligence
Skills
planning content strategy technical documentation interactive media agentic ai user experience (ux) auditing workflow management artificial intelligence
Details

FreeFuse is developing an Agentic AI Creative Assistant that helps content creators by autonomously planning, adjusting, and suggesting creative strategies based on platform data.


This project focuses on building just one critical component:

the Agentic Planning Framework — a self-contained module that can:

  • Accept a creator’s profile or content goals
  • Analyze example inputs or mock behavior patterns
  • Autonomously break down a content plan into sequential goals/tasks
  • Decide when to revise, stop, or hand off to a human


The goal is to simulate how an agent might reason through planning creative output and growth strategies — without needing a full platform UI or live AI deployment.

Deliverables

Planning Logic Blueprint – Diagram or code showing how the agent breaks down goals (e.g. “Grow audience by 10% in 30 days”) into subtasks.


Prompt Chain Prototype – A functional simulation using LangChain, GPT API, or similar to demonstrate autonomous planning and reasoning.


Scenario Testing Toolkit – Sample inputs and outputs showing how the agent adapts plans for different creator types or content niches.


UX Walkthrough Slides or Flowchart – Optional visualization of how a user would interact with the planner in the future.


Final Presentation – A 10–15 minute summary of planning logic, decisions made, and possible extensions.

Mentorship
Domain expertise and knowledge

Providing specialized, in-depth knowledge and general industry insights for a comprehensive understanding.

Skills, knowledge and expertise

Sharing knowledge in specific technical skills, techniques, methodologies required for the project.

Hands-on support

Direct involvement in project tasks, offering guidance, and demonstrating techniques.

Tools and/or resources

Providing access to necessary tools, software, and resources required for project completion.

Regular meetings

Scheduled check-ins to discuss progress, address challenges, and provide feedback.

Supported causes

The global challenges this project addresses, aligning with the United Nations Sustainable Development Goals (SDGs). Learn more about all 17 SDGs here.

Decent work and economic growth

About the company

Company
Woodland Hills, California, United States
11 - 50 employees
Technology, Education, Marketing & advertising, It & computing, Media & production
Representation
Minority-Owned Women-Owned Neurodivergent-Owned Community-Focused

FreeFuse aims to address the problem of low engagement, conversions, brand recognition, and brand loyalty by focusing on delivering personalized, engaging, and relevant digital experiences for users.