Credible data New Constructs offers novel, superior fundamental data and proprietary metrics like Core Earnings and Earnings Distortion, presenting a strong value proposition for asset managers and research firms seeking more reliable stock, bond, ETF, and mutual fund analytics.

AI powered edge The company combines human expertise with machine learning and is expanding AI capabilities through FinSights AI and partnerships with Google Cloud, signaling an opportunity to upsell advanced analytics, custom scoring, and scalable research tooling.

Institutional credibility With a track record since 2004 and recognition from Harvard Business School and MIT Sloan, New Constructs can target institutional clients, hedge funds, and advisory firms seeking independent, unconflicted research to reduce risk and improve performance.

Strategic partnerships Recent collaborations with Bloomberg, First Trust, Quiver Quantitative, and Google position the firm to offer integrated research, ratings, and data solutions within existing platforms, creating cross-sell and channel-partner opportunities.

Expansion signals Recent public launch of FinSights AI and ongoing events and media coverage indicate growth momentum and market traction, suggesting opportunities to engage prospects around scalable data subscriptions, custom research suites, and educational content for advisors and funds.