We Do the Research Wall Street Won't: Get the Truth About Any Stock Instantly

New Constructs is an independent investment research firm that uses AI to provide a clearer, more accurate picture of a company's financial health. Here's how it works:

‍Uncovers the Truth: Our AI, the Robo-Analyst, sifts through thousands of pages of SEC filings – those dense, complex reports most people never read. It digs into the footnotes, where companies often bury important details.

‍Adjusts for Tricks: We don't just accept numbers at face value. Our AI adjusts for accounting loopholes and distortions, revealing a company's true profitability and valuation.

‍Delivers Unbiased Ratings: Unlike Wall Street, we don't have a vested interest in pushing certain stocks. Our ratings are data-driven and unbiased, helping you make smarter investment decisions.

‍Empowers YOU: We provide the tools and insights you need to understand the market and invest with confidence. Whether you're a seasoned pro or just starting out, New Constructs gives you the edge you need to succeed.

It's like having a team of expert analysts working for you, but at a fraction of the cost.

1. Data Gathering and Infrastructure: The system sources financial data from the companies' official filings and financial statements. It uses an extraction system to pull relevant information, especially focusing on notes to the financial statements that are not in table format. This data is then structured into a database using specific classification, management protocols, and database architecture.

‍2. Data Modelling/Analysis: The structured data is processed through a calculation engine. This engine employs modelling algorithms and software logic to analyze the financial information.

‍3. Data & Tools Delivery: The analyzed data is then made available through various interfaces. These include websites, data feeds, analytics feeds, structured products, and information for ETFs/hedge funds.

‍4. Input for Investment Decisions: The entire process is designed to provide fundamental research to inform investment decisions. This final step represents the ultimate goal of the system - to transform raw financial data into actionable insights for investors.
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The accuracy of New Construct's ratings is supported by a wealth of evidence:

‍Independent Research: Harvard Business School shows our stock ratings outperform in this paper: "Human versus Machine: A Comparison of Robo-Analyst and Traditional Research Analyst Investment Recommendations." Other top-tier institutions, including MIT Sloan, Ernst & Young, and the Journal of Financial Economics have validated the superiority and alpha-generating potential of our data in published studies.

‍Third-party Validation: For 37 consecutive months, New Constructs has been ranked the #1 stock picker of all time on SumZero, an online community of 16,000+ professional investors. Our model portfolios have consistently outperformed the S&P 500.

We're the only provider offering this level of in-depth analysis at scale, while also ensuring full transparency and auditability. We show our work, so you can trust our results.

Whether you're a Wall Street analyst or an academic researcher, we can provide a complete audit trail, demonstrating exactly how we arrive at our conclusions. You'll see firsthand how our AI analyzes every detail, ensuring our ratings are accurate and reliable.

We understand that you may already have access to investment research through other providers or your firm. However, New Constructs offers a unique advantage that sets it apart from the competition:

‍Unconflicted Research: New Constructs has no ties to the companies and stocks it covers. It is an independent research firm. On the other hand, most Wall Street research is heavily conflicted and influenced by the bankers who make their huge bonuses by helping companies sell stock.

Footnotes Provide Proven Advantage: New Constructs leverages critical data previously buried in the financial footnotes to produce the first and best AI for investing. Harvard Business School proves that the stock market is missing this footnotes data and that investors can extract novel alpha from the previously untapped wealth of information on corporate profits.

In-Depth Research: Unlike many other providers who rely on third-party data, New Constructs collects its own data, builds its own models, and writes its own research. This means our insights are validated directly from source filings, ensuring accuracy and transparency you can trust.

‍Proven Superiority: Our data, models, and research have been rigorously tested and proven to outperform other providers in terms of both quality and predictive power. We deliver deeper insights and a more comprehensive view of a company's true profitability and valuation.

Unrivalled Transparency: New Constructs offers a seamless, integrated platform where data, models, and research are all connected, allowing you to easily trace the underlying information to the source, so you can verify its superiority.

‍Competitive Pricing: Our research is not only superior in quality but also competitively priced. We offer a range of subscription options to suit different needs and budgets.

‍Differentiate Yourself: For financial advisors, New Constructs can help you stand out from the competition by offering your clients access to unique, high-quality research that goes beyond what's available from traditional sources.

Absolutely! While New Constructs offers powerful tools for institutional investors, we also cater to individual investors who want to take control of their financial future and make informed decisions about their investments. Our platform is designed to be user-friendly and accessible, even if you're not a finance expert. Here's how we support you in making the most of our research:

‍Extensive Education: Our website features a comprehensive education section with articles, videos, and tutorials that explain our methodology, investment concepts, and how to use our platform effectively.

‍Training Resources: We offer video tutorials, a library of past webinars and live training sessions led by our CEO, David Trainer, and our investment analyst team. These resources delve into our research processes, AI, stock picks, and answer common questions.

Online Community: Join us to discuss stock picks, the overall market, unique insights, and fascinating conversations about the markets and investing.

‍Monthly Live Calls: We host regular live calls where you can interact directly with David Trainer and our analysts, ask questions, and discuss your investment ideas.

‍Intuitive Platform: Our platform is designed to be easy to navigate and use, even for those who are new to investment research. "Green is good. Red is bad."

‍Customer Support: Our dedicated customer support team is always available to answer your questions and help you get the most out of your New Constructs membership.

By leveraging these resources, you can gain the knowledge and confidence to use our platform effectively and make better investment decisions. Remember, investing in yourself and your financial education is the first step towards achieving your financial goals.

If you're managing your own money, regardless of the amount, understanding your investments is crucial. New Constructs empowers you to do just that.