Robo-Analyst Technology

Get an edge you can’t get anywhere else.

Unique investment research for 10,000+ stocks, bonds, ETFs, and mutual funds – powered by advanced machine learning

Superior data

Traditional firms miss important accounting adjustments. Only the Robo-Analyst catches the key data buried deeply in the footnotes of 200+ page financial filings.

Proven alpha

The truth is the truth outperforms. Get better stock picks based on superior data and research from the only database of footnotes proven to be the best in the world.

Lower price

Get superior investment research at a fraction of cost of legacy providers. One stop shop for ratings, research and data on stocks, ETFs, mutual funds and credit quality.

Tested. Proven. Superior.

Don’t just take our word for it. Independent rigorous studies prove the superiority of our technology.

The portfolios formed following the buy recommendations of Robo-Analysts earn abnormal returns that are statistically and economically significant.

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[New Constructs] learned and replicated human analysts’ judgements based on their prior decisions. It did so with greater speed and scale to produce a database covering a broad cross-section of firms.

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New Constructs uses machine learning technology to read through annual and quarterly reports and make numerous adjustments to close accounting loopholes and provide apples-to-apples comparability across thousands of companies.

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Benziga Award Winner: Best Investment Research Technology

The Benzinga Listmakers is an index of carefully-vetted companies and executives across fintech categories selected by Benzinga’s editorial staff, industry leaders, and advisors in the space. According to Benzinga, “these companies encompass the strongest attributes and advancements spanning each sub-category.”

How it works

The first vertically-integrated data, analytics,  and research platform

Right from the source

Our dedicated engine monitors SEC.gov for new filings. Thousands of documents are processed each day. Our technology can process any kind of documents – from SEC filings to financial reports for private companies.

Trained on over 500,00 financial filings & millions of data points

Our Robo-Analyst AI is trained on over 500,000 10Ks and 10Qs, marked up by human experts. The Wall Street Journal’s Jason Zweig estimates Warren Buffett read only ~100K filings.

Expert analyst verification at scale

Our team of expert analysts validates the data and models. With our technology doing the data collection work, our analysts can focus on new and unusual disclosures that give our clients an edge. Our analyst team uses our proprietary technology to track reporting and disclosure trends as they happen.