Avoid the The $30 Trillion Time Bomb and Find the Winners in the AI Apocalypse
Get the tools to find the best stocks before money leaves the AI trade.
Special Offer Closes Thursday, October 22nd, 2026 at 11:59 PM ET
Wall Street Is Paid to Keep the Story Going. We Are Built to Give You the Truth.
Market narratives are running on a big assumption: capital will always be cheap, lenders will always be eager, and early investors will always have an open IPO window to cash out.
When that funding slows down, that narrative stops.
Behind the scenes, the largest investment banks are collecting record fees while managing an orderly exit for institutional clients.
They get paid exorbitant fees to keep you oblivious, focused on manipulated earnings, backward-looking multiples, and relentless "Buy" ratings.
Meanwhile, companies have quietly accumulated more than $4 trillion in off-balance-sheet liabilities and are hiding over $200 billion in off-the-books expenses. That’s how they trick you into believing AI is driving earnings growth when it’s actually burning trillions in cash.
Bubbles do not burst because of valuation or fake earnings. They burst when liquidity dries up.
When capital gets expensive, investors tighten the purse strings and liquidity tightens. Easy money dries up. Bad things start to happen: companies can’t do IPOs (e.g. Firmus), borrow more money (Coreweave) and go bankrupt (Character.ai). When capital leaves a crowded trade, it does not disappear. It rotates into better stocks, like durable, self-funding compounders with clean balance sheets, real economic earnings, and zero reliance on outside credit to keep the lights on.
Our Professional Membership puts an entire forensic research department at your fingertips.
We give you the unvarnished mathematical reality on more than 10,000 securities, so you can avoid the balance-sheet landmines and position your capital in the genuine winners of the market's next chapter.
What’s Inside the Professional Membership
Patented Stock Ratings on 10,000+ SecuritiesClear, unconflicted ratings (Very Attractive, Attractive, Neutral, Unattractive, Very Unattractive) updated daily based on forensic footnote analysis.
Advanced Screening Tools & Portfolio TrackingScreen 10,000 securities by ROIC, Free Cash Flow Yield, and Price-to-Economic Book Value (PEBV), with automated daily risk alerts on your holdings.
Complete Model Portfolio Suite$10,612/yr if purchased separatelyMost Attractive Stocks, Most Dangerous Stocks, Exec Comp Aligned with ROIC Stocks, Safest Dividend Yields, and Dividend Growth Stocks.
Focus List Model Portfolios$8,000/yr if purchased separatelyOur highest-conviction tactical long and short ideas.
Actionable Research Reports$13,000/yr if purchased separatelyLong Idea reports detailing durable compounders with defensible moats, plus Danger Zone reports exposing toxic balance sheets, overvalued stock prices, and our “Most Wanted” earnings manipulators.
FinSights AI Agent~200 monthly queries powered by our proprietary database, enabling instant comps, screening, and stock analysis.
Live Monthly Members-Only Idea Dinners$1,000/mo valueDirect training sessions with David Trainer covering long and short idea development, portfolio mastery, and live Q&A.
Bonus: Founding Members Onboarding Call$1,000 valueA live, private session hosted by David Trainer to walk you through the system and ensure you master every tool from day one.
FinSights AI: Our AI Agent, Built by Google Cloud - Included Inside the Professional Membership
Google Cloud invested approximately $2 million to develop FinSights AI directly with our superior fundamental data. Unlike popular chatbots that scrape web sentiment and act as echo chambers, FinSights AI is trained on more than two decades of our proprietary, patent-backed fundamental research.
Instead of spending hours cross-referencing footnotes, reading dense 200-page 10-Qs, or trying to calculate true return on invested capital by hand, you ask FinSights AI a direct question and get an auditable, reliable answer in seconds.
When we tested popular consumer AI tools, not a single stock they recommended earned an Attractive rating in our system. FinSights AI is built for truth-finding, not narrative-spinning.
FinSights AI is included directly inside your Professional Membership - giving you ~200 dedicated AI queries per month.
Exclusive Options
The Proof Is in the Performance
Our research is backed by an official U.S. patent and recognized across academic, institutional, and media landscapes.
#1 Ranked Stock Picker on SumZeroHeld the #1 ranking across multiple categories against 16,000+ buy-side professionals for over 60 consecutive months.
Vetted by Harvard & MITIndependent studies published in the Journal of Financial Economics by professors at Harvard Business School and MIT Sloan prove our Robo-Analyst extracts critical, material data from footnotes that traditional consensus models miss.
Institutional PartnershipsGoogle Cloud built an AI agent for investing using our data, and Bloomberg manages independent indexes based directly on our Core Earnings methodology.
Outperforming IndicesBloomberg's Core Earnings Leaders Index has beaten the S&P 500 by 33% over the last five years, and our Very Attractive Stocks Index has outperformed by 21% over the same period.
100% Unconflicted IndependenceWe receive zero investment banking fees, trading kickbacks, or issuer sponsorships. Fewer than 4% of stocks earn a Very Attractive rating from us, while Wall Street marks 96% as Buy or Hold.
What Our Clients Say
“I took my funds and invested with a prominent trust company. Within 10 months they lost capital on hundreds of stock trades and long-term bonds at low rates — this did not fit my guidance of protecting principal. My belief was ‘let the big boys manage it.’ Mistake! Incompetence can be wrapped in a very pretty package. On January 14, 2023, I took over the account. Using your tools, I sold off the bad stuff, kept the good stuff, and bought new positions. The results have given me complete confidence. I think this tells the story about your tool!”
“Simply and instantly, you can see how your stocks or funds are rated and where they are trading compared to economic book value. This top-down view is incredibly useful. I highly endorse the New Constructs system as a must-have tool in any selection system.”
“In a world where trust in most financial institutions has withered, New Constructs is a reliable port in the storm. It provides me with concise insights into investment opportunities derived from meaningful metrics that I couldn’t duplicate on my own.”
Secure Your Professional Membership Before the Window Closes
Every reporting season forces corporate executives to report all the ugly details in legal SEC filings. Narratives can stay irrational for months, but when liquidity tightens and cash flow fails to cover off-balance-sheet commitments, prices adjust rapidly.
You can continue relying on sell-side broker consensus that treats bad accounting as normal - or you can get our forensic research department in your corner today.
This special pricing expires on Thursday, October 22nd, 2026 at 11:59 PM ET. Secure your access now before the doors close and pricing returns to standard rates.