AI Megatrend Trading OS
A research system that scores long-term technology megatrends, the themes inside them, and the companies exposed to them.
This instance is analysis only. It holds no brokerage account, connects to no broker, and cannot place, change or cancel an order.
What it does
Most tools try to guess where a price is going next. This one does not. It scores the conditions around an investment and reports how much of that scoring rested on real measurements.
Megatrend strength
Whether a multi-year shift is actually being funded — capital expenditure and revenue committed to it, not how often it is talked about.
Theme momentum
Which themes inside a megatrend are accelerating right now, measured across capex, revenue, news and social signals.
Company quality
Balance-sheet and margin health of the businesses genuinely exposed to a theme, rather than those merely adjacent to it.
Valuation
What is already priced in, so a strong theme with an exhausted price is not mistaken for an opportunity.
Risk and reward
The asymmetry of a position — the distance to a sensible exit against the distance to a plausible target.
Market regime
Whether conditions favour holding risk at all, which governs how much of anything is worth owning.
How it is built
- It does not predict prices
- No forecast of where a stock will trade. The output is a structured view of megatrend, theme, company and risk — the things that can actually be measured.
- Missing data is reported, never invented
- When an input cannot be measured, it is dropped from the score and the remaining weights are adjusted, with a coverage figure saying how much was real. A number nobody measured never quietly becomes a number that looks measured.
- The scoring is deterministic and versioned
- The same inputs always produce the same score, and every score records which version produced it. Language models are used to extract features from text — never to produce a score.
Who it is for
A small, invited group following capital flows into technology megatrends. If you have an invitation, sign in with Google using the address that was invited. If you do not, the sign-in page will tell you so rather than leaving you guessing.
Nothing here is investment advice, a recommendation, or an offer to buy or sell any security. See the Terms of Service.