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Case Study · AI Mastery

They built an AI workflow that hands time back for family, health and hobbies

A daily system of AI tools and Make automations that cuts manual work so more time goes to family, health and hobbies.

This student set out to make AI do the repetitive parts of their work, and came away with a working daily system built around ChatGPT, Perplexity, Otter and Make. What makes it remarkable is the reason behind it: not more output for its own sake, but more hours for the people and things they care about. It is a clear picture of what practical AI skills can give back.

Deandra Ilac
A business owner and content creator who uses AI tools to run their daily work.

AI-Driven Workflow Mastery

Before

Their days were full of manual effort: brainstorming, research, transcribing meetings and videos, and producing blogs, social posts and instructional videos. Each task took hands-on time. That left less room for the personal priorities they name as family, health and hobbies.

“Streamlining workflows with AI frees up time for personal priorities.”

In their own words

The turning point

In the program they started treating automation as a creative challenge, even gamifying the work of building it. They learned to combine tools for specific jobs: ChatGPT for ideas and problem-solving, Perplexity for reliable research, Claude for coding and Otter for transcription. Make became the place where they built AI scenarios that tie it all together.

“Gamifying automation tasks as a creative and engaging challenge.”

In their own words

After

Now their day starts with ChatGPT for brainstorming, moves to Perplexity for research, and runs repetitive tasks through Make automations. Transcription flows feed straight into their content, from blogs to videos. They have also begun building more advanced features, such as Chrome extensions for transcribing and summarizing anything.

What it lets people do

Their workflow turns recorded meetings and videos into transcripts and summaries that become content with far less manual effort. It lets one person research, create and publish across channels while keeping their own tone, thanks to personalized AI avatars and tone-matched outputs.

What they learned

They found that streamlining work with AI is really about freeing time for life outside it. The right mix of tools, each matched to a specific use, does more than any single tool, and trying new things keeps the ideas coming.

“Experimentation with new tools and features (e.g., Chrome extensions) fosters innovation.”

In their own words

AI-Driven Workflow Mastery was built during AI Mastery.

Read the full submission
Shortened Innovative Project Name: "AI-Driven Workflow Mastery" Image Analysis: Category: "The Automation Architect" Explanation: This project fits into "The Automation Architect" category due to its emphasis on leveraging AI tools to create seamless, automated workflows. The focus on integrating various tools, like Make and Otter, to optimize tasks reflects a visionary approach to streamlining daily operations. Additionally, the project’s goal to reduce manual effort while maintaining creative output aligns with the core tenets of automation architecture—efficiency, scalability, and innovation. Comprehensive Summary Highlights: - Primary Tool: ChatGPT is the most-used AI tool for daily tasks such as brainstorming, problem-solving, and generating ideas. - Supplementary Tools: - Perplexity: Used for reliable internet-based research. - Claude: Occasionally utilized, especially for coding tasks. - Otter: Regularly employed for transcription of meetings and videos. - Make: Utilized for building AI automations and scenarios to streamline workflows. - Key Use Cases: - Automating workflows and repetitive tasks. - Creating social media content, blogs, and instructional videos. - Developing personalized AI avatars and tone-matching outputs for various applications. - Transcribing and summarizing video/audio content. - Gamifying automation tasks as a creative and engaging challenge. - Goal: Optimize business processes to free up time for personal priorities, such as family, health, and hobbies. Project Description: Achievements: - Built a robust daily workflow with ChatGPT as the central computational and creative tool. - Developed AI automations that reduce manual effort, enabling focus on high-value tasks. - Enhanced content creation capabilities, including blogs, videos, and transcriptions. - Initiated work on advanced AI features, such as Chrome extensions for universal transcription and summarization. Tools Used: - ChatGPT: For ideation, problem-solving, and computational tasks. - Perplexity: For research and accessing reliable web-based information. - Claude: For specific coding-related projects. - Otter: For meeting and video transcription. - Make: For automating workflows and scenario creation. - Google Drive: For file management in transcription workflows. Methodology: 1. Daily Use: - Begin with brainstorming and problem-solving via ChatGPT. - Utilize Perplexity for web research. - Deploy automation workflows via Make. 1. Automation: - Create custom AI scenarios for automating repetitive tasks. - Incorporate transcription workflows to simplify content creation. 1. Content Creation: - Use ChatGPT and Otter for generating blogs, videos, and instructional content. - Plan and execute social media strategies with tools like Instagram and Pinterest integrations. Lessons Learned: - Streamlining workflows with AI frees up time for personal priorities. - A combination of tools tailored to specific use cases increases overall productivity. - Experimentation with new tools and features (e.g., Chrome extensions) fosters innovation. Relevant URLs: - Explore ChatGPT: https://www.openai.com - Otter for transcription: https://otter.ai - Make for automations: https://www.make.com

Written 21 January 2025 Submitted by the storyteller

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