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Driving Innovation and Insight Through Data Best Practices

How asset owners can overcome data fragmentation and manage risk to better meet client and regulatory requirements

Asset owners are sitting on vast amounts of data — but fragmentation across accounting systems, administration platforms and investor records limits its value and creates operational risk.

A Different Lens on Data: Driving Innovation and Insight Through Data Best Practices

The challenge is not simply storing or reporting on data. It is transforming data into a trusted, enterprise-wide asset. One that is governed by clear standards, enriched through automation and accessible in a way that supports better decisions, stronger oversight and emerging AI use cases.

Asset owners who centralize and connect their data today will be better positioned to manage complexity, reduce risk and meet the transparency demands of tomorrow.

This is the first article in the Asset Owners Best Practices series, which is designed to provide tactical insights combining best practices, case study proof points and thought leadership perspectives.

Key Takeaways

  • Data fragmentation is the defining operational challenge for asset owners. Siloed data creates inconsistent reporting, slower decision-making and growing operational risk.
  • A unified data foundation enables everything else. A single, governed source of truth supports consistent NAVs, investor transparency and AI-ready infrastructure.
  • Governance is a strategic imperative, not a back-office function. Central standards with shared business accountability are essential for data integrity and oversight.
  • AI's potential is only realised when the underlying data is clean, consistent and well-governed. Automation can accelerate data processing and surface insights at scale.
  • Start with strategy, not technology. Effective data transformation is anchored in business outcomes. Technology should serve the objective, not define it.

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