The $2 Million Research Edge: Real AI Meets Forensic Accounting
Stop relying on AI tools that guess. Access the only AI Agent built on 20 years of proprietary data and built by Google Cloud.
This offer closes Thursday, July 23rd, 2026 at 11:59 PM ET.
Urgent Market Alert: Wall Street noise is louder than ever, and generic AI is just amplifying it.
Most AI tools sound smart. That's not the same as being right.
Ask a popular AI tool a serious investing question and you'll get a confident answer in seconds, built on scraped blog posts, outdated news, and social media takes that were often wrong before the AI ever saw them.
It doesn't know what it doesn't know, so it fills the gaps with whatever sounds plausible and moves on.
We built something better. FinSights AI is built around our proprietary forensic accounting data. Yes, the same data validated by Harvard Business School, Ernst & Young, and The Journal of Financial Economics.
Every answer traces back to a real SEC filing. Not a guess dressed up to sound confident.
Google didn't build their own version of this.
They partnered with us instead by investing roughly $2 million to build FinSights on top of our data, because the hard part was never the AI. It was the twenty-plus years of forensic accounting work underneath it.
That's your $2 million edge.
And today, for the first time, it's available to individual investors at a price built for individual investors, not institutions.
Your Discovery + FinSights Membership
FinSights AI, Built by Google Cloud
Ask anything you'd normally ask a human analyst, and get an answer in seconds, sourced from the same forensic accounting data that outperforms 16,000+ investment professionals. Get ~50 AI questions included every month.
Ratings on 10,000+ Securities
Enter a ticker and instantly get an answer: green is good, red is bad. Ratings are updated daily based on the latest closing stock prices and 10K and 10Q filings.
Advanced Stock and Fund Screeners
Screen our universe of 3,300+ stocks and 7,000+ ETFs and mutual funds by rating, market cap, price, dividend yield, sector, and industry. Stop hunting for ideas and start finding them.
Portfolio Tracking, up to 50 Holdings
Track your entire portfolio and get daily email alerts when a rating changes on anything you own.
Full Educational Library
MBA-level education materials to help you use the research like a trained analyst.
Plus, You Get These Free
FinSights AI — The Ultimate Prompt Starter Guide
The biggest barrier to any AI tool isn't the tool. It's not knowing what to ask. This guide eliminates that friction and provides a curated list of FinSights prompts organized across four categories: high-level sector analysis, best and worst stocks in a sector, individual stock deep-dives, and ETF or fund evaluation.
Founding Members-Only Live Training with David Trainer
Join me live on Tuesday, July 28th at 4:30pm ET. I'll walk you through exactly how to get the most out of your Discovery + FinSights membership and you'll be able to ask me anything.
Membership Term Options
The Proof Is in the Performance
Validated by Leading Institutions
Our research has been studied and validated by Harvard Business School, Ernst & Young, and The Journal of Financial Economics.
Built on Google Cloud
"New Constructs' proprietary data and ontology marries deep subject matter expertise with advanced AI capabilities." - Brad Little, VP, Google Cloud
Secure Your Discovery + FinSights Membership Today
This is the first time this level of research and AI-powered analysis is available at individual investor pricing. The discount closes soon, and the price reverts to full rate after that.