AI-Native Investing
Human insight meets machine-scale research.
AI agents that work alongside you — covering more ground, going deeper, and running around the clock. Research at a breadth and depth that wasn't possible before.
Your AI research team works 24/7. You make the calls.
No human reads every 10-K filed, tracks sentiment across hundreds of earnings calls, or synthesizes competitive dynamics across an entire sector in real time. AI agents can. We're building an AI research team that works alongside investors, portfolio managers, and financial advisors — augmenting human judgment with machine-scale research and education.
The Engine
AI Macro Analyst
Synthesizes Fed policy, rates, and cross-asset signals from institutional research and real-money prediction markets. Not sentiment — positioning intelligence.
AI Sector Analyst
Deep AI and technology sector fundamentals. Reads every filing, patent, and technical paper. Tracks the full stack from silicon to software — because we build in it.
AI Investment Educator
Teaches you to leverage AI for investing. Not black-box recommendations — transparent reasoning, source attribution, and structured thinking you can learn from.
See AI-Native Research
Real artifacts generated by our AI agents. Not mockups.
AI Knowledge Graph
Interactive map of companies, people, and themes in the AI sector. AI agents extract relationships — supplies_to, competes_with, partners_with — from research and filings.
Supply Chain Analysis
AI-generated supply chain map for AXTI, tracing AI optical infrastructure from substrate materials through photonic chips to hyperscaler data centers.
News Alert Architecture
Architecture of our real-time AI news monitoring pipeline — from source ingestion to signal extraction to investor-facing alerts.
Why Now
A new era of investment research.
In the 1980s, computers created quantitative investing. Firms that adopted early — Renaissance, DE Shaw, Two Sigma — built edges that compounded for decades.
LLMs are the same inflection for fundamental research. For the first time, machines can process qualitative information at scale — earnings calls, 10-Ks, research reports, patent filings. The research analyst's core function just got automated.
The firms and investors who adopt AI-native research now will compound their edge for the next decade. We're building the tools for them.
Who We Are
Founded by a team with 15+ years of institutional investing experience across Wall Street and Asia, with backgrounds in financial engineering, computer science, and technology sector research.
We've lived on both sides — as analysts drowning in information, and as engineers building the tools to process it.
Interested in AI-native investing?
We're preparing to launch our research platform. Request early access, or subscribe to our weekly macro brief for AI-powered market intelligence.
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