Map the second-order effects of any macro thesis
Drop in a hypothesis. Get a validated multi-layer graph of catalyst → primary impact → deeper-order effects. Real prices, predicted moves, analyst alignment, and three on-demand AI agents per node.
From a sentence to a thesis you can trade against
Drop in a thesis
Type any macro hypothesis: a regulatory shift, a technology curve, a demographic break, a geopolitical move. The Validator agent checks if it's grounded enough to analyze.
Generate the graph
Claude calls a structured tool to return a 3-6 layer impact graph. Each node ships named companies, predicted move, time horizon, and current sell-side analyst stance.
Run agents on any node
Click a node. See current prices vs implied targets and an analyst alignment chip. Then fire the Evaluator, Red Team, or Deep Research agent, streamed inline.
Pick one — graph is already mapped
We pre-ran each thesis through the generator. Click any one and the graph opens instantly. No spinner, no LLM cost to you.
Mainstream adoption of autonomous AI agents in the workplace by 2028
Neural interfaces achieve consumer scale by 2032
Decentralized compute marketplaces displace 10% of hyperscaler workloads
Aging demographics in Japan and Western Europe accelerating through 2035
Sustained China-Taiwan trade decoupling over the next decade
Mass urbanization in sub-Saharan Africa through 2040
Three agents per node, on demand
Click any node in the graph. Run one agent or all three in parallel. Output streams in real time.
Evaluator
Probability & timelineCalibrated estimates: how likely is this prediction, by when, and what dependencies and leading indicators should you watch?
Red Team
Why this is wrongAdversarial counter-arguments: substitution risk, regulatory shifts, supply-chain bottlenecks, mispriced consensus. No hedging.
Deep Research
Players & non-obvious anglesRecent context on each name, expanded list of public/private players in the niche, plus one non-obvious second-order beneficiary.
Have a thesis?
Drop it in. Get a graph. Stress-test it with three agents. Two minutes.
Open the visualizerThis tool is not investment advice. It is for research and educational purposes only and does not constitute a recommendation or solicitation to buy, sell, or hold any security.
All graph contents — including company names, tickers, predicted price movements, magnitudes, time horizons, and analyst stances — are generated by a large language model and may contain errors, hallucinations, fabricated tickers, or outdated information. Stock prices are sourced from third-party feeds, may be delayed or stale, and may not reflect the current market.
You alone are responsible for your investment decisions. Verify every claim against primary sources and consult a licensed financial advisor before acting on anything you see here.