Morgan Stanley's new risk framework unifies cross-asset stress testing and client shortfall management

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A key challenge for sophisticated hedge funds is making sure one hand knows what the other is doing and getting accurate intel on risk exposure at any given moment.

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That's no easy task, given the volume, speed and range of transactions, but it's absolutely critical. As the markets saw during the financial crisis, poorly managed risk is not only an existential issue for companies and funds themselves, but also a systemic threat to the economy as a whole.

What was needed was superior cross-asset stress testing, and so Morgan Stanley—a $260 billion operation comprising 80,000 employees across 42 countries—set itself to inventing a way out of this quandary.

The result: Its new XBU (Cross Business Unified) platform, rolled out in late 2025. Previously its internal risk management platforms were "siloed," each having developed their own stress-testing scenarios and calculations, and with limited visibility between them all.

Now, in ensuring risks are accurately booked and weighed across asset classes, Morgan Stanley can provide clients in its trading business—notably, hedge funds and institutional asset managers—with better clarity on where they are carrying risk and where they aren't.

"Client strategies continue to become more complex, and we started to see a consistent pattern where sophisticated multi-strategy clients were looking to expand in cross-asset cash and derivatives markets," says Andrew Robinson, the firm's head of prime brokerage and finance technology. "This presented an opportunity to unify cross-asset stress testing and client shortfall management across all businesses."

Why that's so important: Having a 30,000-foot view unlocks a lot of possibilities for growth and the deployment of resources. When offsets are properly recognized, and risk thresholds aren't being incorrectly triggered, that frees up capital that can be leveraged elsewhere.

That kind of radical transparency is helpful especially in the current market moment. It's also a notable competitive advantage: If rivals in the space are trying to sail through dense fog, while your ship has clear sightlines, it's that much easier to chart a successful path ahead.

Achieving that across such a sprawling organization is a heavy lift, though, which represented perhaps the greatest hurdle in implementation. Says Robinson: "The scale of our business is significant, and it took time to unify differing risk methodologies, stress frameworks and data assumptions that had evolved independently across business units and products over time."

But that's the challenge and the spirit of invention: Seeing a client need, and when there isn't a pre-existing solution, coming up with an elegant fix yourself. With the XBU platform, Morgan Stanley generated a bespoke tool for understanding risk in a more accurate and comprehensive way, just as global and market risks are rising to levels rarely ever seen.


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