Ruijie Rao

Ruijie Rao

Building and Optimizing Atypica.Ai
#92780814 followers0 following
6 points
☀️ 2 day streak

About

Hey, I'm Ruijie Rao! I love solving hard problems at the intersection of AI orchestration, human decision-making, and real-world business applications. I've spent recent time working on multi-agent architectures, deep research tools, and turning complex business questions into actionable insights. Right now, I'm building atypica.AI, a deepresearch product that focuses on business research, simulate user personas, generate podcasts, and facilitate expert panel discussions. Think of it as having a team of researchers, interviewers, and analysts working 24/7—but they're all AI. Always down to chat about multi-agent systems, AI tools, research automation, or how to make AI actually useful for solving real problems. Excited to be here!

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Atypica.AI
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Maker History

  • skill0
    skill0Open library for agent skills
    Jan 2026
  • atypica.AI
    atypica.AIThe AI Research Agent Simulating Consumers
    Jan 2026
    • 🎉
    Joined Product HuntDecember 16th, 2025

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Ruijie Rao•

6d ago

Why we built an AI agent for market and consumer research (launching soon)

Hi Product Hunt I'm Owen at atypica.AI.

From an engineering perspective, market research is one of the hardest problems: messy inputs, subjective signals, and no single correct answer.

At atypica.AI, we re building an AI agent that doesn t jump straight to conclusions. It plans the research, chooses frameworks, interviews AI personas, and documents reasoning before generating insights.

At the same time, we also realized teams often need answers now, not weeks later. That s why we built Fast Insights, a lightweight mode that delivers structured, decision-ready insights in minutes, without running a full research workflow.

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