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Driven by deep-rooted knowledge of the investment research landscape and an ever-evolving vision for technology’s role in the space.
Every industry runs on contracts. Some are written. Some very important ones are not. Written contracts determine who pays, who owns what, who bears liability, who may access a service. They are essential. But markets also depend on another kind of contract entirely: one that is never signed, rarely discussed, and universally assumed. Capital markets…
July 15, 2026
The case for letting AI write the research is easy to make: faster, cheaper, more consistent. The case for what quietly disappears is harder, and it matters more. There is an assumption taking hold across capital markets. As AI becomes capable of writing research, the obvious move is to automate as much of the writing…
June 30, 2026
The conversation about AI in capital markets is still fixated on models. But as foundation models converge into utilities, the durable advantage moves elsewhere — to how institutions interpret, reason, and remember. The risk is that the very systems meant to sharpen that edge quietly dissolve it into consensus. A Shift in Differentiation For decades,…
May 26, 2026
As capital markets accelerate their adoption of AI, the industry’s center of gravity has settled on a visible and intuitive place: the interface. New applications promise faster access to research, more intuitive workflows, and increasingly conversational ways of interacting with information. Progress is measured in user experience. The prevailing assumption is that competitive advantage will…
May 13, 2026
For decades, the economics of investment research have rested on a fragile but functional architecture: (1) Attribution, (2) Entitlement, and (3) Feedback. Research is produced by the sell side, distributed through controlled channels, and consumed by the buy side. Critically, the producer has always retained some visibility into who consumed it, how it travelled, and…
April 20, 2026
There is a structural break happening in the consumption of investment research. For decades, the model was stable. Research was produced, distributed, and consumed in formats that preserved its economic and intellectual integrity. A report was read, a model was reviewed, a call was held. Attribution was clear, entitlements were enforced, and – critically –…
April 2, 2026
Amid a year when banking trust is under the microscope, President Trump’s latest allegations of “debanking” by the nation’s largest banks demand more than another round of public relations management. Setting politics aside, the heat turned on banks like JPMorgan Chase and Bank of America is symptomatic of a broader existential dilemma: Who controls the…
April 1, 2026
New York, NY – March 24, 2026 – BlueMatrix, the global leader in capital markets content publishing technology, today announced it is strengthening its leadership team to scale its platform and accelerate its evolution into core infrastructure for AI-driven research workflows. Co-founder Patricia Horotan, who has led BlueMatrix for 27 years, will focus on AI…
March 24, 2026
Markets are excellent at pricing known risks. What they’re slower to price is structural risk that quietly accumulates until it crystallizes. We’ve entered that phase with data. For decades, research and insight in capital markets lived in static formats: PDFs, portals, lists. That was manageable when humans were the primary consumers. But when AI systems…
February 25, 2026
Institutional adoption of AI isn’t controversial anymore, it’s expected. Boards, regulators, and control functions now ask the same question: Is your system defensible? The deeper issue isn’t just governance on paper. It’s how governance intersects with operational resilience. Most governance frameworks we see today were built for statistical models: bounded risk, clear parameters, predictable outputs…
February 11, 2026