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Building AI-ready data starts with shared language

AI readiness isn’t a technology problem—it’s a language problem. As Amica Insurance’s Sr. Data Governance Manager Steffanie Archer explains, this has less to do with algorithms and more to do with trust. So how do you ensure data is high-quality, easy to find, clearly owned and consistently understood across the business?

Steffanie points to curated data products as the next major driver of adoption, giving teams trusted, ready-to-use datasets that streamline strategic work and remove guesswork. As demand grows, the focus shifts to scaling capacity, supported by an engaged steward network and a change-management approach that treats governance as something built with the business—not imposed on it.

Topic: Data governance

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Steffanie Archer Steffanie
Archer