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Background A service provider had long been known for its “white glove” premium service and seamless onboarding experience. But when a recent acquisition introduced new front-to-back capabilities, including modern OMS and IBOR, things began to unravel. The firm had promised clients advanced OTC derivatives functionality, but under the hood, their infrastructure told a different story.
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Turning Reconciliation Into a Competitive Advantage
For years, reconciliation has been seen as a control function and a cost. It kept the books aligned but was rarely considered a potential competitive advantage among their peers. That mindset is exactly why many firms now find themselves burdened by outdated tools, fragmented processes, and unreliable data. Reconciliation failures now have front-office consequences. The
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From Bricks to Bytes: A Modern Blueprint for Data Architecture Inspired by Urban Design
The most powerful ideas often come from unexpected conversations. I had a philosophical dialogue with my partner, an urban designer from Harvard. We discussed how cities are planned not just for the present, but for decades ahead. It struck me: data architecture faces the same challenge. Just as an urban designer balances growth, mobility, and
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How Investment Performance Teams Drive Revenue Growth and Retention
Reframe Performance as a Growth Engine, Not a Cost Center There is a flaw in the assumption that the investment performance department is a cost center. Revising this assumption clarifies why firms are funding performance transformation projects. Reframed as a core product interface and growth enabler, performance improves client experience, creates a strategic feedback loop,
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Transformation Tapes, Episode 3: Derivatives
Manual steps, errors, and costly trade failures often plague derivatives operations. AI can help firms transition from firefights to foresights by reducing downtime, accelerating reconciliations, and freeing teams to focus on meaningful work. David Raza discusses this topic in his recent article, From Friction to Flow: Rethinking Derivatives Operations with AI. Listen to the highlights
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Same Fund, Different Returns: Explaining the IRR Gap
“Why did my investment underperform the fund?” It’s an uncomfortable question, and one that private fund managers are hearing more often. As investor-level performance reporting becomes more common alongside traditional fund-level Internal Rate of Return (IRRs), a growing truth has come into focus: the same fund can deliver materially different outcomes to different investors. Increasing
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Sticky by Nature: Why Canadian Asset Owners Struggle to Achieve Total Portfolio View
For Canadian pension plans and institutional investors, Total Portfolio View (TPV) refers to a synchronized, near real-time understanding of public and private holdings and exposures across the enterprise. It’s the cornerstone of investment clarity, empowering decisions, strengthening oversight, and unifying front-to-back investment processes. Yet for Canadian asset owners, achieving TPV isn’t just complex; it’s sticky.
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The Corporate Actions Conundrum: Why Modernization Is No Longer Optional
At first glance, an asset manager’s Multi Asset Classes (MAC) platform and an asset owner’s Total Portfolio View (TPV) framework appear similar. Both manage diverse asset classes, complex return methodologies, and multiple benchmarks. Yet beneath the surface, their objectives, data requirements, and architectural foundations diverge sharply. Data Models: Flexibility Beyond Product-Level Structures MAC platforms perform well in
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Escaping Excel Anarchy: The Hidden Problems of Excel
Excel remains a cornerstone tool in financial services due to its accessibility, flexibility, and powerful data manipulation capabilities. Its intuitive interface and widespread adoption empower business users to perform complex calculations, build financial models, and easily generate reports. This accessibility fosters innovation, enabling teams to respond quickly to evolving business needs without waiting for IT
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Architect for the End-State: Enable the Total Portfolio View by Design
If you could build your investment organization from the ground up, would you recreate the inefficiencies that plague mature firms today? Too often, firms grow organically, layering systems, processes, and teams in response to immediate needs. This approach may solve short-term challenges but creates long-term operational debt: fragmented infrastructure, inconsistent data, lagging insights, and rising
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