MDOTM opens New York base as AI wealth platforms chase $300bn scale

Italian-British AI investment firm MDOTM expands to NYC, backed by $27m in growth equity and $300bn in assets under management.

By Disrupts Editorial Team Tue, 27 October 2026 AI level 2 of 5

AI level 2 of 5: drafted by our AI editorial assistant from the company's announcement; fact-checked, edited and signed off by Mark Walker, Editorial Director. What the levels mean

A modern digital kiosk with an abstract blue and green graphic stands prominently in a brightly lit grand hall with classical columns and a vaulted glass ceiling.

Milan and London-based MDOTM has opened a substantive New York office, positioning its AI-driven investment platform, Sphere, at the centre of a US wealth management industry that is rapidly escalating its AI spending but struggling to convert that expenditure into operational scale. The move, which follows a $27m growth equity round led by Expedition Growth Capital in June, adds a third hub to MDOTM's global footprint and marks a deliberate push into institutional relationships with US asset managers, broker-dealer groups and turnkey asset management programmes (TAMPs).

Sphere currently underpins more than $300bn in assets across more than 60 financial institutions, including named clients Morgan Stanley, Amundi and Zurich Bank. The platform combines AI-driven market-regime analysis, portfolio construction and rebalancing tools, and a generative AI reporting layer called StoryFolio that automates personalised client commentary. MDOTM frames the product as infrastructure for human-AI collaboration rather than a straight replacement of analyst judgement.

The infrastructure gap in US wealth management

The New York expansion is timed against a documented tension in the US market. A 2026 report by Cerulli Associates and Vista Equity Partners found that wealth management firms expect AI spending to nearly double as a share of technology budgets by year-end, yet most lack the workflow infrastructure needed to scale portfolio management or deliver personalised client solutions at institutional volumes. That gap between AI capital commitment and AI operational readiness is precisely the market MDOTM is targeting.

Paul Rojek joins as head of partnerships, charged with building distribution channels through TAMPs, broker-dealer networks and trading platforms to push Sphere's custom model capabilities downstream to advisors. His appointment signals that MDOTM is competing not just for direct institutional contracts but for embedded placement inside the distribution infrastructure that reaches retail and high-net-worth clients at scale.

CEO and co-founder Tommaso Migliore articulated the strategic moment bluntly: "The question is no longer whether AI belongs in the investment process. It is which processes firms are willing to hand to an agent, and which stay with the investment team. That is the most pivotal conversation our clients are having right now."

Convergence: agentic finance meets wealth infrastructure

The broader significance of MDOTM's expansion sits at the intersection of two converging trends that Disrupts readers across sectors should track. First, the shift from AI as a research tool to AI as an operational agent inside regulated financial workflows represents a meaningful inflection. The debate Migliore describes, which decisions a firm delegates to an autonomous system and which it retains, is structurally identical to questions being asked simultaneously in healthcare, defence procurement and logistics. The governance frameworks that emerge in wealth management, given its direct regulatory exposure to fiduciary duty and suitability obligations, may well become templates for agentic AI deployment in other high-stakes sectors.

Second, the capital flows underwriting this space are accelerating. Growth equity from Expedition Growth Capital joins a broader pattern of mid-market software investment targeting AI-native financial infrastructure rather than legacy fintech incumbents retrofitting large language models onto older platforms. For macro investors watching where enterprise AI spend actually converts into durable revenue, wealth management workflows, with their recurring AUM-linked fee structures and high switching costs, represent one of the more structurally defensible deployment environments. MDOTM's $300bn AUM coverage figure, if sustained, suggests the revenue base to support continued R&D investment without reliance on further venture dilution. Whether the NYC office translates into net-new institutional mandates, or primarily deepens existing European client relationships in a US-listed wrapper, will be the test to watch over the next two to three quarters.