Data product catalog from data contracts to knowledge graph 

PART 1 > Unlocking AI potential through IA productization 

Information architecture Data is useless Data is an asset that only unlocks its value when put to use. Data management is not limited to just managing data DATA RELATIONSHIPS + Meaning KNOWLEDGE INTELLIGENCE ALGORITHMS + Actions METADATA Context INFORMATION + 

Data Products Moving from monolithic to modular architectures Monolithic solutions Modular solutions 

Data DRIVES product’s functionalities Data Products Definition Digital products Data products Transactional products Pure data products Data SUPPORTS product’s functionalities Data IS the product 

Syntactic & tech. interoperability Data Contracts Moving from integrability to interoperability Data Product Data Contract Schema Constraints API Populate Accepts & consume Shared Lifecycle Metadata Data 

Knowledge graph Moving from interoperability to composability Upper ontology Semantic Interop. Data products Enterprise Ontology Data products 1. enable access to physical data asset 2. aggregate technical metadata related to exposed data 3. create the semantic link between physical data asset and business concepts modeled in the enterprise ontology Data products are a pivotal element in the incremental and distributed construction of a knowledge graph Domain ontology Physical Data Subdomain ontologies Syntactic Interop. 

PART 2 > Boosting IA productization with a platform strategy 

Platforming Rethinking the data value chain Factory Platform Ecosystem Linear value creation Economy of scope Economy of scale Non-Linear value creation (network effects) Consumers Producers Mediators DATA INFORMATION KNOWLEDGE INTELLIGENCE DATA INFORMATION KNOWLEDGE INTELLIGENCE 

Data product catalog Platform Plays Bring back personalization of experience for business users Bring data producers on top of the Value Chain Standardization of Transactions Complex Process embedded into Software as a Service Enable leveraging on Identity, Reputation and Trust Aggregation of Demand and Supply Enterprise Data Marketplace Data Developer Platform Learning Engine Transaction Engine Trust Engine 

PART 3 > Implementing the platform strategy with the right tools 

Beyond slideware DPDS, ODM and Blindata Bring back personalization of experience for business users Bring data producers on top of the Value Chain Standardization of Transactions Complex Process embedded into Software as a Service Enable leveraging on Identity, Reputation and Trust Aggregation of Demand and Supply Enterprise Data Marketplace Data Developer Platform Data Product Descriptor Specification Open Data Mesh Platform Tell me more… Tell me more… Tell me more… 

Bring back personalization of experience for business users Bring data producers on top of the Value Chain Standardization of Transactions Complex Process embedded into Software as a Service Enable leveraging on Identity, Reputation and Trust Aggregation of Demand and Supply Enterprise Data Marketplace Data Developer Platform Data Product Descriptor Specification Open Data Mesh Platform Learning Engine Transaction Engine 

Data Product Catalog Data Developer Platform Data Product Builder Monitoring & Policies Management Deployment Management Data Product Registry Initialize data product blueprint Develop data product Publish descriptor Validate descriptor Deploy data product Monitor data product Data product lifecycle management Producer 

Data Product Catalog Enterprise Data Marketplace Metadata Management Data Product Consumption Management Activation & Collaboration Ontology Management Search Understand Evaluate Access Compose Share Data product supply management Consumer 

Data Product Catalog What About AI? SPARQL Cypher Vector Search SQL Data Product Catalog Ecosystem Platform disambiguate the term customer How can i find the count of new customers acquired last month? find relationship in the metadata graph follow the links to the related assets - definitions - assets - sql query Consumption Layer 

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