Data Products
Building internal data products, data marketplaces, and monetization models.
11 articles
Clean rooms in practice: a CDO's playbook for data collaboration without the risk
Data clean rooms promise the ability to share audience insights across company boundaries without exposing raw data. Here is a concrete sequence for CDOs who want to move from pilot anxiety to production-grade collaboration.
Aug 19, 2026Internal data products: a field guide to the teams and companies worth studying
Platform thinking for internal data is no longer a theoretical aspiration, a small group of companies have built the real thing and their choices reveal what actually works. This field guide identifies the most instructive players, ranked by documented influence on how the industry thinks and builds.
Aug 3, 2026Clean rooms in practice: a CDO playbook for data collaboration that actually works
Data clean rooms offer a principled path to collaborative analytics without exposing raw customer data, but most implementations stall on governance gaps and misaligned incentives. This playbook gives CDOs a concrete sequence to stand up a clean room partnership, avoid the common failures, and extract value quickly.
Jul 25, 2026Data clean rooms explained: what they actually do and when they're worth the effort
Data clean rooms allow organisations to collaborate on sensitive datasets without either party exposing the raw data. For CDOs weighing privacy-preserving analytics against operational complexity, understanding the mechanics matters before signing any partnership agreement.
Jul 19, 2026From data asset to data product: what CDOs get wrong about monetization
Most organizations sitting on valuable data fail to monetize it not because the data is poor, but because they treat productization as a technical problem rather than a commercial one. This article examines what separates data product leaders from laggards, and what CDOs need to change operationally to close the gap.
Jul 12, 2026Data products that generate revenue: what separates strategy from wishful thinking
Most organizations claiming to "monetize their data" are selling reports, not products. This article examines what genuine data product commercialization requires, where CDOs consistently misjudge the path, and what separates the organizations actually generating revenue from those still in pilot mode.
Jul 5, 2026From data asset to data product: what CDOs get wrong about monetization
Most organizations sit on valuable data but struggle to convert it into revenue or measurable business value. The gap between "we have data" and "we sell data products" is strategic, not technical, and closing it requires a fundamentally different operating model.
Jun 28, 2026Data products: how CDOs are turning internal assets into revenue engines
Most organizations are sitting on data assets worth millions, and doing almost nothing with them. Here is how forward-thinking CDOs are reframing data as a product and building sustainable monetization models.
Jun 21, 2026From data asset to data product: the CDO's most urgent strategic shift
Most organizations are sitting on data goldmines they've never learned to extract value from. The shift from managing data as an internal asset to engineering it as a monetizable product is redefining what CDO leadership actually means.
Jun 17, 2026From cost center to revenue engine: how leading CDOs are building data products that actually sell
Most organizations sit on data assets worth millions yet generate zero external revenue from them. The CDOs who are changing that equation aren't just thinking about governance, they're thinking like product managers and venture capitalists simultaneously.
Jun 10, 2026From cost center to revenue engine: how leading CDOs are building data products that actually sell
Most organizations sit on data assets worth millions, and do nothing with them. Here's how the most commercially aggressive CDOs are turning internal data into structured products that generate real, measurable revenue.