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Home » How Data Contracts Can Kill Innovation
Data Modernization Minute

How Data Contracts Can Kill Innovation

Pablo MorenoBy Pablo MorenoSeptember 13, 20222 Mins Read
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In Episode 23 of Data Revolution Minute, Pablo evaluates data contracts and debates whether they truly kill innovation.

This episode of Data Revolution Minute is sponsored by Community Summit North America, the largest independent gathering of the Microsoft Business Applications ecosystem taking place October 10-13 at the Gaylord Palms in Orlando, Florida. With 500+ Dynamics 365 & Power Platform sessions and more than 300 speakers, this event is a must-attend for Microsoft customers. Visit summitna.com for more details.

Highlights

00:15 — This episode is sponsored by Community Summit North America, which will take place October 10-13 in Orlando, Florida.

00:46 — Some influential voices have recently stated that data contracts kill innovation.

01:06 — Pablo defines a data contract as nothing more than a formal agreement between a data producer and a data consumer, clarifying what type of data is passed from each party. Data contracts are especially important when data governance needs to be in place.

02:08 — Data is a living entity that is constantly evolving as long as human interactions continue to evolve, as data is a representation of real life. If there are new sources of data from the producer’s side that weren’t in the agreement, then the consumer would be missing opportunities to further contextualize their data analysis.

02:52 — In these situations, there can be limitations to the producer providing more data. Because it would be more work for the producer to go beyond the contract, it limits the consumer’s innovation.

03:35 — So, should data contracts be reimagined when the data changes frequently?


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Pablo Moreno
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Business Data Scientist and Project Manager (Waterfall & Agile) with experience in Business Intelligence, Robotics Process Automation, Artificial Intelligence, Advanced Analytics and Machine Learning in multiple business fields, gained within global business environment over the last 20 years. University Professor of ML and AI, International speaker and Author. Active supporter of Open-Source software development. Looking to grow with the next challenge.

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