{"type":"rich","version":"1.0","provider_name":"Transistor","provider_url":"https://transistor.fm","author_name":"AI & its practical application in business","title":"Practical use of AI Large Language Models and AI hackathon example","html":"<iframe width=\"100%\" height=\"180\" frameborder=\"no\" scrolling=\"no\" seamless src=\"https://share.transistor.fm/e/3a2ce332\"></iframe>","width":"100%","height":180,"duration":1815,"description":"In this episode, Bas Alderding and Koen Ter Velde, founders of AI development agency SevenLab, share insights into a recent AI project they built for a government organization in the Netherlands during a hackathon. The project aimed to streamline the regulatory compliance inspection process using AI, low-code, and no-code tools. They explain how they developed a prototype to automate data collection, transcription, and report generation, making inspections faster and more efficient.Takeaways:AI and transcription technologies can significantly reduce the time needed for regulatory compliance inspections.Multi-step AI processes can convert unstructured spoken data into structured, actionable reports.Combining low-code tools like Flutterflow and N8n with AI allows for rapid prototyping.Leveraging AI-assisted coding tools, such as Cursor, speeds up the development process.Using open source tools like Whisper for audio transcription allows for flexible and scalable integration.AI-generated reports require manual validation to ensure compliance and accuracy.Real-world applications of AI can make data-heavy processes more seamless and effective.Chapters: 00:00 Introduction and Overview of the Hackathon Project01:25 AI Training and Brainstorming for Government Inspection Use Case03:00 Hackathon Setup and Challenges04:30 The Inspection Process and Automating Compliance06:00 Description of Solution: Recording, Transcription, and Summary09:00 Switching from Flutterflow to Full Code for Flexibility13:00 Demonstration of AI-assisted Coding Tool (Cursor)17:45 Detailed Walkthrough of the Inspection App22:00 Backend Flow with N8n for Data Processing30:00 Creating Custom Letters and Reports Using AI34:20 The Benefits of Low-Code Tools in AI Projects37:00 Conclusion and Call to ActionWant to get in touch? Schedule a 15min intro through cal.sevenlab.nl/team/sevenlab/sevenlab-introduction","thumbnail_url":"https://img.transistorcdn.com/CEHtHO76LtwvrRs_EVxBXPviAHjCvuwefC9fvH4-tWo/rs:fill:0:0:1/w:400/h:400/q:60/mb:500000/aHR0cHM6Ly9pbWct/dXBsb2FkLXByb2R1/Y3Rpb24udHJhbnNp/c3Rvci5mbS81M2Jj/MzQ0ZjA3YTk4Mzk3/ZDgxOWNjMjdiY2I2/ZTc2ZC5wbmc.webp","thumbnail_width":300,"thumbnail_height":300}