New Constructs Partners With JOTO PR Disruptors to Press Transparency Case as AI Reshapes Investment Research
New Constructs, a financial technology firm that pairs human expertise with artificial intelligence to produce verifiable investment research, has announced a partnership with JOTO PR Disruptors™. The collaboration is aimed at amplifying what the companies describe as a critical market message: as AI becomes more deeply embedded in financial analysis, the quality and transparency of that research cannot be an afterthought.
New Constructs, a financial technology firm that pairs human expertise with artificial intelligence to produce verifiable investment research, has announced a partnership with JOTO PR Disruptors™. The collaboration is aimed at amplifying what the companies describe as a critical market message: as AI becomes more deeply embedded in financial analysis, the quality and transparency of that research cannot be an afterthought.
What Each Party Brings
New Constructs positions itself at the intersection of human analyst judgment and AI-assisted processing, with verifiability — the ability to show the work behind a conclusion — as a stated differentiator. JOTO PR Disruptors™ is the communications firm tasked with carrying that positioning into broader market conversations.
The pairing is straightforward: a research firm with a thesis about how financial analysis should work, and a PR operation engaged to extend the reach of that thesis.
The Signal the Partnership Is Sending
The firms frame the arrangement around a tension that has grown as AI tools have spread through investment research workflows. More analysis is being generated faster and at lower cost, but New Constructs argues that speed and volume are not substitutes for verifiability. The company's core claim is that human expertise, layered with AI capability, produces research that can be checked — a property it treats as increasingly scarce and therefore valuable.
Why Transparency Is the Product
For New Constructs, transparency is not a compliance feature; it is the offering. The partnership with JOTO PR Disruptors™ is designed to make that case louder as institutional and retail investors navigate a market where AI-generated analysis is harder to distinguish from research that has been tested against actual financial data. The collaboration does not change New Constructs' methodology — it is intended to widen the audience for it.