Helena LindholmChief Data Officer · Essays & perspective

Helena Lindholm / Chief Data Officer

Three arguments about data held on someone else's behalf

Perspectives from a life in leadership.

The archive.

Data sovereignty

  1. Data sovereignty5 min read

    A sovereign cloud is a staffing roster before it is a data centre

    Public-sector buyers now ask where their data is stored. The more useful question is who can reach it, from which country, under whose law, and how the provider would know if any of that changed.

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AI governance in managed services

  1. AI governance in managed services5 min read

    A processor that trains on its clients' data has changed its job

    IT services firms hold years of their clients' tickets, logs and documents, and the case for training shared AI models on them looks compelling. Without each client's explicit and revocable agreement, it turns a service provider into something its contracts never described.

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Data products

  1. Data products5 min read

    Sell the benchmark only to the clients who supplied the data

    Running other organisations' systems produces operational data that could make a valuable benchmark. I argue that such products should be sold only to the clients who contribute to them, with disclosure rules borrowed from official statistics, and never to the vendors who sell to those clients.

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