Data marketplaces vs managed supply
Data marketplaces and managed supply solve different problems. This guide explains the difference and when each fits, so you can choose the right model for your requirement.
Two different models
A data marketplace is a self-service catalogue where buyers browse and license listed datasets. Managed data supply is a service that sources, acquires, prepares and delivers the data you need, including data not listed anywhere.
Where marketplaces fit
Marketplaces work well when you know what you need, the dataset is listed, the licence is standard, and little preparation is required. They are fast for discovery of well-defined, off-the-shelf data.
Where managed supply fits
Managed supply fits when the requirement is complex or bespoke, spans multiple sources, needs negotiation or preparation, or carries compliance and provenance demands, exactly the cases marketplaces handle poorly.
The hidden work
Marketplaces expose the catalogue but leave the buyer to handle evaluation, negotiation, preparation, integration and compliance. Managed supply absorbs that work, which is where most of the effort and risk actually sits.
Confidentiality and bespoke sourcing
Managed supply can source data that is not publicly listed, keep supplier identities confidential, and combine sources, none of which a self-service marketplace does.
Choosing
For simple, listed, off-the-shelf data, a marketplace is fine. For complex, multi-source, regulated or bespoke needs, managed supply wins on total effort, risk and outcome.
Where each model fits
A marketplace is fast and effective when you know exactly what you need, the dataset is listed, the licence is standard, and little preparation is required, essentially off-the-shelf data. Managed supply fits the opposite: bespoke or complex requirements, multiple sources to combine, negotiation and preparation, and compliance or provenance demands. The two are not really competitors; they solve different problems.
The work a marketplace leaves to you
A marketplace exposes a catalogue but leaves the buyer to evaluate, negotiate, prepare, integrate and govern, which is where most of the effort and risk actually sit. It also cannot source data that is not listed, keep supplier identities confidential, or combine sources into one deliverable. Managed supply absorbs exactly that work. For simple, listed needs, browse a marketplace; for complex, regulated or bespoke ones, a managed partner wins on total effort and outcome.
- Marketplaces are self-service catalogues; managed supply is a sourcing service.
- Marketplaces fit known, listed, off-the-shelf datasets.
- Managed supply fits complex, bespoke, multi-source or regulated needs.
- Most effort and risk sit in work marketplaces leave to the buyer.
Sources & further reading
- Industry analyses of data marketplaces and brokers.
- OECD: data access and sharing models.
- EUR-Lex: Regulation (EU) 2022/868 (Data Governance Act).
- Internal practice: DataSupplier managed model.
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