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Case Study

The Simba Project:AI-Powered Content Engine

Engineering an AI-powered content engine with Google Flow, Notion and 2 custom Gemini Gems.

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< 2 Weeks

To MVP

2 Custom

Gemini Gems

1 Scalable

Content Engine

His agile, AI-powered, and user-centric approach enabled us to turn my decades of research and vision into a fully functional in an astonishingly short three-week timeframe. His technical expertise and mastery of AI tools accelerated every phase: design, prototyping, feedback, making the development process remarkably efficient and innovative.
Jürgen Muthmann
Jürgen MuthmannFounder @ The Simba Project

Both Sophia Nexus and The Simba Project grew out of the same 3-week sprint with Jürgen in Germany. Read the Sophia Nexus case study →

The Challenge

The Simba Project grew out of decades of psychotherapy research. The question: how do you take dense academic material and turn it into something a child can watch and learn from, and how do you build a system that keeps producing more?

Workspace setup with laptop and external screen showing Simba video generation work
Working on AI-powered video generation for the Simba Project

The Process: Building the AI Content Engine

We created a custom AI content engine using Google Gemini Gems, building two specialized tools:

Scenario Creator Gem

A custom-trained AI that generates therapeutic scenarios based on established psychotherapy frameworks, adapted for children.

Character Gem

An AI tool that creates consistent, engaging character descriptions and visual prompts for the Simba universe.

Key Learnings

AI as Creative Partner

We trained custom Gemini Gems on specific therapeutic frameworks. The output was creative but stayed clinically accurate, which was the whole point.

Video Tools Are Evolving Fast

AI video tools are getting better fast, but keeping visual and narrative consistency across episodes still needs a human in the loop.

Domain Expertise Is Irreplaceable

The best work happened when Jürgen's clinical expertise met the AI tooling. One without the other wouldn't have gotten us here.

The Roadmap

Phase 2

Content Library Expansion

Produce a full library of therapeutic scenarios covering more topics and age groups.

Phase 3

Video Production Pipeline

Set up a repeatable video pipeline: AI-generated visuals and narration turning written scenarios into short videos for kids.

Have Something You Want to Build?

Got an idea that could use AI? Let's talk about what a first version looks like.