Two AI Systems That Actually Solve Real Problems

For Teams Tired of Manual Creative Work

Get all implementation files and source code here:
https://drive.google.com/drive/folders/1cXTexX1ueKJijAs_UrFapej6fkE1uzG7?usp=sharing

I'm sharing complete implementation files for two automation systems my team built to solve specific problems we kept seeing: content teams drowning in manual video production, and marketing teams burning out on repetitive creative asset work.

No fluff. No sales pitch. Just working systems and source code.

System 1: Automated Video Content Pipeline (VEO 3 Integration)

The Problem: Your content team spends 3+ hours creating a single video. You need 10 videos this week. The math doesn't work.

What This Does: Takes a simple text idea like "Bigfoot complains about being called blurry" and outputs a finished cinematic video complete with dialogue, camera angles, and professional styling.

How It Works:

• Input: Basic scenario in Google Sheets ("Character does X")

• Processing: GPT-4 generates detailed cinematic prompts with lighting, camera work, dialogue

• Video Generation: Google's VEO 3 model creates the actual video content

• Output: Finished video files delivered to Google Sheets

This turns a 3-hour creative process into a 15-minute automated workflow.

System 2: Multi-Platform Creative Asset Generator

The Problem: You need the same product featured across Instagram posts, stories, ads, and testimonials. Each requires different sizing, mood, and optimization. Your designer is tired of resizing the same thing 47 different ways.

What This Does: Upload one product photo, fill out a form, get back 4 professionally styled assets optimized for different platforms.

The Process:

1. Form Input: Product name, tagline, category, original image, key benefit

2. Processing: System analyzes your brand and generates styling specs for each format

3. Generation: Creates 4 distinct assets simultaneously:

   • Instagram Post: Square hero shot with professional composition

   • Instagram Story: Vertical mobile-optimized design

   • Ad Creative: High-contrast, scroll-stopping visual

   • Testimonial Graphic: Soft, trust-building aesthetic

This eliminates the repetitive work of creating multiple asset variations while maintaining brand consistency.

Last Week's Systems (Still Available)

Since my last email didn't reach everyone (email deliverability is fun, right?), I'm including last week's automation blueprints too:

Automated SDR Workflow: End-to-end cold outreach from lead capture through follow-up sequences. Handles email verification, lead enrichment, personalized messaging, and reply detection.

Family Guy Style Video Generator: Creates engaging explainer videos with character voices and dynamic composition. Popular format for educational content and product demos.

For Technical Teams

Look, these systems are built for teams that understand the difference between "AI will replace everyone" hype and "AI can handle the tedious stuff so humans can do interesting work" reality.

If your team is:

• Spending too much time on repetitive creative tasks

• Struggling to maintain quality while scaling content production

• Looking for solutions you can actually control and modify

• Tired of vendor dependencies and black-box tools

Then these workflows are worth your time.

What Makes These Different:

• You Own Everything: Complete source code, modify as needed

• Actually Debuggable: Clear workflow structure, proper error handling

• Cost Conscious: Optimized API usage, no hidden fees

• Modular: Swap components, integrate with existing tools

These systems are designed for teams that:

• Need to scale content production without proportional headcount increases

• Want to maintain quality while reducing manual creative work

• Require modular solutions that integrate with existing toolchains

• Value ownership over their automation infrastructure

Architecture Benefits:

• Modular Design: Swap components without rebuilding entire workflows

• Observable: Clear node structure with logging for debugging

• Cost-Optimized: Efficient API usage patterns to minimize operational costs

• Extensible: Add custom logic, integrations, or processing steps

Want custom implementation? Reply to this email.

Most teams see their creative output double within the first month, not because the AI is better than humans, but because it handles the boring stuff so humans can focus on what actually matters.

Bottom Line: These aren't experimental prototypes. They're production systems solving real bottlenecks in content creation and creative asset generation.

Which workflow addresses your most pressing operational challenge?

Best,
Ghiles