Content Creation

Scaling Magic: AI-Powered Fairytale Production

Cudobajki.plDigital Media & Entertainment5 Weeks
70% Reduction
Production Time
10x
Content Scalability
Scaling Magic: AI-Powered Fairytale Production - Cudobajki.pl case study

The Challenge

The heart of Cudobajki.pl is its enchanting audio fairytales, but the production process was manual, time-intensive, and difficult to scale. Each episode required scriptwriting, voiceover recording, audio editing, and manual uploading. The founder, Agnieszka, wanted to dramatically increase content output to meet audience demand while ensuring every story retained the same consistent, warm, and trusted narrator's voice that her young listeners loved. The challenge was to build a system that could automate the entire creative and technical workflow without losing the personal touch.

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Our Solution

We engineered a comprehensive, end-to-end automation solution centered around custom agentic solution, effectively creating a 'content factory' on autopilot. The workflow begins in Airtable, which serves as the mission control for all episodes. When a new story idea is ready, an AI-powered agent using OpenAI's GPT-4 takes the initial prompts and fleshes them out into complete scripts, including introductions, the main narrative, and prayers. The true innovation lies in the audio production: we used ElevenLabs to create a high-fidelity voice clone of the original narrator. The automation sends the generated scripts to ElevenLabs, which produces flawless audio narration in the cloned voice. The agentic scenario manages the entire sequence: it triggers the AI content generation, sends text to the voice-cloning API, saves the resulting audio files (intro, story, prayer) to dedicated Dropbox folders, and finally pushes the finished assets to the Cudobajki.pl production server, ready for publishing.

Technologies & Tools

Make.comOpenAIElevenLabsAirtableDropbox

Implementation Timeline

5 Weeks from start to full deployment

The Results

70% Reduction
Production Time

Reduced time to produce a full episode from several hours to under 2 hours.

10x
Content Scalability

Enabled a tenfold increase in potential content output without additional manual work.

100%
Brand Consistency

Guaranteed every story is told in the same beloved and consistent narrator's voice.

Fully Automated
Operational Efficiency

Created a hands-off pipeline from a simple idea in Airtable to a published episode.

85%
Cost Savings

Significantly reduced costs associated with studio time and manual audio production.

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What Our Client Says

"This automation is pure magic. To see my ideas turn into fully produced fairytales with a voice that is truly 'mine' is just incredible. We can now create more stories for the children than I ever thought possible. The process is seamless, and the quality is outstanding. It has completely revolutionized Cudobajki.pl."
Agnieszka
Founder, Cudobajki.pl

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