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Designing for scale – building a data team structure that delivers for humans and AI

Designing for scale – building a data team structure that delivers for humans and AI
Data access
Anne-Claire Bellec 11 August 2026 10 min read

How can you effectively scale data consumption by business teams and AI agents alike? Drawing on Gartner research, we look at how to structure data teams and the role of the data product marketplace in delivering success.

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Gartner Hype Cycle: How data marketplace technologies are transforming data management

Data trendsData marketplace
15 July 2025 7 min read

Data custodians and data stewards – understanding the differences

Data marketplaceData access
08 July 2025 7 min read

Measure and accelerate data consumption through an e-commerce-style conversion funnel

Data marketplaceData accessData services
07 July 2025 5 min read

Huwise harnesses agentic AI to connect AI models to real-world data, driving greater business impact

Data trendsData access
01 July 2025 6 min read
Interview banner for Valentine Copin, Product Manager at Huwise, featuring a professional team working in a modern office environment.

Huwise boosts data enrichment, even when using the largest reference sources

ProductData access
30 June 2025 4 min read

Successfully scaling data products – best practice from McKinsey

ProductData access
24 June 2025 6 min read

Combining data mesh and data fabric to drive greater data consumption

Data trendsData access
17 June 2025 7 min read

How do workflows on a data marketplace connect business users to data to accelerate value creation?

Data marketplaceData access
04 June 2025 6 min read

6 high-ROI use cases for data product marketplaces in the insurance sector

Data marketplaceBanking & InsuranceData self-service
03 June 2025 7 min read

Increasing collaboration and monetization of data products: an interview with Snowflake

Data access
27 May 2025 4 min read

Delivering long-term data product success – lessons from Gartner

Data marketplaceData access
20 May 2025 8 min read

How energy data marketplaces drive ROI and financial benefits

Data marketplaceEnergy & Utilities
13 May 2025 7 min read

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Designing for scale – building a data team structure that delivers for humans and AI

Designing for scale – building a data team structure that delivers for humans and AI

Data access
11 August 2026 10 min read
Creating data products for all – an interview with Samia Boujatioui, Coface Group

Creating data products for all – an interview with Samia Boujatioui, Coface Group

Data marketplace
28 July 2026 6 min read
Five reasons to combine agentic AI and data product marketplaces

Five reasons to combine agentic AI and data product marketplaces

Data trends
21 July 2026 8 min read
Designing for scale – building a data team structure that delivers for humans and AI

Designing for scale – building a data team structure that delivers for humans and AI

Data access
11 August 2026 10 min read
Creating data products for all – an interview with Samia Boujatioui, Coface Group

Creating data products for all – an interview with Samia Boujatioui, Coface Group

Data marketplace
28 July 2026 6 min read
Five reasons to combine agentic AI and data product marketplaces

Five reasons to combine agentic AI and data product marketplaces

Data trends
21 July 2026 8 min read