Minaya argues that accepting AI's disruptive potential leads to a strategic conclusion: firms capable of funding it will have an advantage. Hundreds of millions in investment, engineering recruitment, and large technology stacks are difficult for smaller asset managers to sustain.

AI investment requires substantial capital
Scale supports diversified technology spending
Engineering talent is difficult for traditional asset managers to attract
Large financial platforms can spread technology costs across businesses
Consolidation is partly driven by the need to fund client technology

“the firms who can invest in it are going to be the winners for tomorrow.”
Jose Minaya · 26:39

“being able to invest hundreds of millions of dollars in in AI that takes significant scale”
Jose Minaya · 26:49

#ai#scale#asset-management#consolidation

Hot Take41:29

Why Strong Fundamentals Can Coexist With Record Risk

Minaya presents a two-sided market picture: earnings, household balance sheets, and wages remain constructive, yet geopolitical conflict, fiscal problems, policy mistakes, and institutional risks are unusually numerous. The resulting tension explains why markets can look healthy while investors still feel unsettled.

Corporate earnings remain strong
Household balance sheets and wages support the economy
Geopolitical and policy risks could disrupt growth
Fiscal concerns remain unresolved
AI adds both opportunity and uncertainty

“we're probably at an all time high of things that can go wrong.”
Jose Minaya · 42:22

“In many ways, it's also extremely unsettling.”
Jose Minaya · 42:46

#markets#risk#economy#geopolitics

Explainer· 3

Explainer22:30

How Tokenization Could Move Markets From T+1 to Minutes

Minaya explains tokenization primarily as a settlement and liquidity improvement. Moving from next-day settlement toward near-immediate settlement can reduce idle time and preserve yield, with the benefits becoming substantial across institutional transaction volumes.

T+1 delivers cash one day after a sale
Tokenization can compress settlement toward minutes
Faster settlement matters most at institutional scale
Shorter clearing periods can reduce time in which cash earns no yield
Blockchain and integrated custody infrastructure support the change

“do you have the ability to be in a T plus five minutes?”
Jose Minaya · 22:42

“T plus zero or T plus five minutes that's much better than T plus one.”
Jose Minaya · 23:40

#tokenization#settlement#blockchain#liquidity

Explainer27:23

Inside the 240-Year-Old Bank That Touches a Fifth of Global Assets

The conversation maps BNY's historical and modern role in financial infrastructure. Beyond its asset and wealth businesses, BNY owns Pershing, provides custody and fund accounting, supports treasury functions, and participates deeply in the movement of global financial assets.

BNY was founded by Alexander Hamilton
It was the first bank in the United States
It was the first company traded on the New York Stock Exchange
Pershing services trillions in advisor capital
BNY provides custody, fund accounting, and treasury infrastructure

“it's the first bank in the United States.”
Jose Minaya · 27:52

“it clears all the treasuries of the United States”
Jose Minaya · 29:31

#bny#banking#custody#financial-infrastructure

Explainer39:57

AI Is Moving From Productivity Tool to Investment Advantage

BNY is already using digital employees to work on real problems and increase productivity. Minaya sees the next phase as value creation: AI can process and assimilate more information, giving human investors capabilities they would not possess alone.

Digital employees are already addressing operational work
Productivity gains are the first visible return from AI
AI can process broader and more granular information
Human judgment remains part of the investment process
AI's rapidly changing capabilities are both exciting and unsettling

“AI has begun to already yield returns for firms”
Jose Minaya · 40:17

“human beings with a I will be better than human beings without AI.”
Jose Minaya · 41:11

#ai#digital-employees#investing#productivity

Story· 3

Story02:01

How Minaya Followed Career Breadcrumbs Into Building Businesses

Minaya entered finance without a fixed long-term plan, moving from advisory work into equities, fixed income, private credit, and eventually business building. He discovered that his deeper motivation was not investing alone but creating capabilities and assembling teams.

His career plan remained a work in progress
He moved toward work tied to long-term building
Private credit better matched his focus on cash flows and downside
Repeatedly accepting broader mandates revealed his passion for building

“my career plan was always a work in progress.”
Jose Minaya · 02:01

“the real passion that I really found was was in building, building things”
Jose Minaya · 08:25

#career#investing#leadership#team-building

Story09:47

Why Minaya Stayed at Nuveen for Twenty Years

Although Minaya spent two decades at one firm, his responsibilities changed every few years. New mandates to build teams and capabilities made the tenure feel like a succession of entrepreneurial roles rather than one static job.

His longest single role lasted roughly five years
New building assignments appeared every three or four years
The farmland capability began as a startup from zero
The Churchill private-credit platform also grew from an initial team

“Every three four years someone was giving me something else to build.”
Jose Minaya · 10:08

“That was a complete startup.”
Jose Minaya · 10:50

#nuveen#career#business-building#private-credit

Story32:12

How BNY Uses Archer as a Home-Field Technology Advantage

Archer provides technology for separately managed accounts, including combinations of bonds, equities, alternatives, and tax-managed solutions. Because Archer serves both BNY businesses and outside firms, BNY can benefit from the platform without bearing sole responsibility for funding its growth.

Separately managed accounts require substantial technology
Traditional asset managers are not primarily technology organizations
BNY's wealth and asset-management platforms were already Archer clients
External clients help scale the platform
BNY gains close access while Archer remains a broader business

“Archer is a digital platform. It's a technology platform for SMAs.”
Jose Minaya · 32:12

“we get an inside view and a home field advantage”
Jose Minaya · 33:36

#archer#sma#wealth-management#platforms

Takeaway· 1

Takeaway38:50

Why Clients May Cut 150 Managers Down to 20 or 30

Institutional clients need to simplify operations and scale their own organizations, making broad provider relationships more attractive. This pushes asset managers toward consolidation, integrated technology, and solution-oriented service rather than isolated investment products.

Clients are seeking operational efficiency
Managing 150 provider relationships creates complexity
A smaller manager roster raises the bar for differentiation
Technology and integrated services influence selection
Consolidation pressures also stimulate innovation

“do I want to work with one hundred and fifty managers or am I better off working with twenty thirty or forty.”
Jose Minaya · 39:08

“it's also driving a lot of innovation.”
Jose Minaya · 39:28

#consolidation#asset-management#clients#technology

Frameworks in this episode

Do the Easy Things Really Well

Know-What-You-Don't-Know Loop

Noise-to-Fundamentals Filter

Outcomes-First Portfolio Construction

Insights & moments

◆Hot Take· 2

Why Asset Managers Need Scale to Compete in AI