CPP Investments’ white paper highlights that unlocking analytics value requires cultural transformation as much as technology. Success depends on accurate, validated, and explainable data; clear goals; and governance that balances central control with democratized access. Open-source tools help avoid vendor lock-in, while early wins build trust. Leaders must engage frontline decision-makers, align around shared goals, and focus on high-impact, low-complexity AI use cases. Digital natives excel through data-first strategies, but incumbents can leverage decades of data to compete—provided they act quickly in the accelerating AI adoption race.

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