London-founded Model ML, an AI automation startup for financial services, has received an equity inv...

London-founded Model ML, an AI automation startup for financial services, has received an equity investment from HSBC Asset Management through its flagship VC strategy. The undisclosed amount brings Model ML's total funding past $100 million, following a $75 million Series A led by FT Partners last November. The company, founded by brothers Chaz and Arnie Englander, counts Deloitte and PwC among its clients and operates from London and New York.

This investment underscores the growing institutional appetite for vertical AI in finance, where specialized workflows—research, due diligence, financial analysis, and document creation—demand more than a single general-purpose model. Model ML's model-agnostic approach routes each task to the best-suited AI, a strategy that resonates with banks and asset managers seeking efficiency without locking into one vendor. HSBC's backing signals that traditional financial institutions are not just adopting AI but actively investing in the startups that serve them.

For builders, this validates the opportunity in orchestrating multiple models across complex, regulated workflows rather than competing on model performance alone. For investors, it highlights a trend where strategic corporate investors, like HSBC Asset Management, are placing bets that align with their own operational needs. Model ML's rapid fundraising trajectory—from stealth to over $100 million in under two years—reflects the market's confidence in vertical AI for finance, even as the broader funding environment remains selective.