Consilium: Multi-Agent AI System for Founder-Level Decision Making

Agentic Automation
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I built Consilium, a multi-agent AI system designed to simulate founder-level decision-making using role-based LLM agents.
The system consists of multiple specialized agents (strategist, analyst, critic, etc.) that evaluate an idea in parallel, while a central “chairperson” agent synthesizes their outputs into a single, structured decision.

Key Features:

  • Multi-agent architecture with role-based reasoning
  • Parallel evaluation of ideas across multiple perspectives
  • Centralized decision synthesis (chairperson model)
  • Structured conversation flow for complex problem-solving

System Architecture:

  1. User submits an idea
  2. Multiple specialized agents evaluate it independently
  3. Outputs are aggregated internally
  4. Chairperson synthesizes a final verdict
  5. API returns a structured decision

Tech Stack:

  • Backend: Python, FastAPI (REST API architecture)
  • LLM Integration: OpenAI API (role-based multi-agent orchestration)
  • Configuration: python-dotenv
  • API Docs: Swagger (OpenAPI)
  • Frontend: JavaScript, HTML, CSS

GitHub:

Would love feedback, suggestions, or ideas for improvement!

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This is the UiPath Forum, not LinkedIn. You might have more success promoting it on a different platform.

However, if I may provide feedback, the phrase “founder-level decision-making” has a pretty bad corporate buzzword salad vibe. It comes off as obtuse/cringey, because what does “founder-level” even mean? Is that even measurable? Best of luck to you.

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Appreciate the honest feedback. That’s fair , I’ll refine the wording and focus more on concrete use cases. Thanks for pointing it out

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@Arjun_R
The News > Other activities might be better suited for a cross-post like this. Showing how it integrates with UiPath would be appreciated as well.

I’ve been thinking about our current approach, and I wonder. Given how fast things develop in agentic world, should our UiPath Forum be more open and foster the overall agentic discussion, even if not strictly UiPath related? In one way or another.

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Now that is some founder-level decision making right there!

1 Like