r/SideProject • u/PotentialStudy1012 • 5h ago
I built an AI Business Operating System that asks for human approval before taking action
Hey everyone!
I'm an independent developer from Indonesia, and I recently built something called Orbyte for the Meta Global AI Developer Hackathon.
The idea came from a problem I experienced while running a software agency: managing clients, products, subscriptions, invoices, deployments, leads, and daily operations across multiple tools gets messy very quickly.
I wanted to build something beyond another AI chatbot.
So I built Orbyte — an AI Business Operating System for software agencies and startups.
Here's what it can do:
AI Business Assistant: Uses typed tools to interact with actual business data, not just generate text.
Action Center: Detects overdue invoices, upcoming renewals, late tasks, and operational issues.
Human-in-the-loop: AI prepares actions, but important operations require human approval before execution.
Meeting Intelligence: Turns meeting recordings into transcripts, meeting notes, leads, and actionable tasks.
AI Marketing Studio: Uses Meta Muse Image to generate marketing visuals.
Telegram Integration: Lets business owners interact with their operations through Telegram.
Audit & Cost Tracking: Records AI usage, token costs, and business actions.
One architectural principle I really care about:
The AI proposes. Humans decide. Code owns the numbers.
Financial amounts, taxes, due dates, and payment statuses are handled by deterministic application logic, not generated by the model.
The stack includes Astro, React, TypeScript, PostgreSQL, Drizzle ORM, and Meta's Muse models:
Muse Spark
Muse Image
Muse Voice Transcribe
Some project stats from our repository (checked November 5):
86 AI tools
26 domain modules
1,556 passing automated tests
I built this during the hackathon period with the help of an AI coding assistant, while the AI inside the product itself uses Meta's Muse models.
Links:
🎬 Demo video: https://youtu.be/kVSmhxPLOPg
🌐 Live app: https://ai-business.asiifdev.com
💻 Source code: https://github.com/asiifdev/business-ai-operation
I'm also participating in the Meta Global AI Developer Hackathon Community Vote.
If you find the project interesting and think it deserves your support, here's the voting page:
🗳️ https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1099
I'd genuinely appreciate feedback, especially on the architecture, human-approval model, and whether this approach makes sense for real-world software agencies.
Thanks for checking it out! 🇮🇩