Zaher Aboushakra·Oct 23NCM vs LLM: The End of Token-by-Token AI — or Just the Beginning of a New Architecture Race?For more than a decade, the dominant assumption in generative AI has been remarkably stable: language models generate text by predicting…
InMaysanobyZaher Aboushakra·Oct 17Maysano vs. Traditional Data Management: Why Managing Data Is No Longer EnoughThe Missing Connection Between Enterprise Data and Business Value.
InMaysanobyZaher Aboushakra·Aug 29From Data Products to AI Products: The Next Evolution of Enterprise AIEnterprise AI Is Moving Beyond the Use Case Stage
InAI Agent First Data Product StandardsbyZaher Aboushakra·Jul 19Positioning ODPV and ODPG: From Semantic Standards to AI-Ready Knowledge GraphsArtificial Intelligence is changing the way organizations consume information. We have moved beyond asking AI to summarize documents or…
InMaysanobyZaher Aboushakra·May 21From Signal to Value: How Signals, Use Cases, Objectives, and Data Products Connect in a Modern…The Industry Tension: Why Governance Creates Activity but Struggles to Create Value
InAI Agent First Data Product StandardsbyZaher Aboushakra·May 21From Catalog to Value Graph: Why ODPC and ODPG Belong TogetherThe Shift From Organized Inventory to Connected Business Meaning
InAI Agent First Data Product StandardsbyZaher Aboushakra·May 20Context Engineering for Data ProductsWhy AI agents need more than metadata.
InAI Agent First Data Product StandardsbyZaher Aboushakra·May 15From Data Product to Strategic Impact — Why Open Data Product Graphs (ODPG) MatterIn most organizations, we measure what we can find, not what truly matters. Catalogs list assets, lineage shows flow, and dashboards show…
InMaysanobyZaher Aboushakra·May 6From Use Cases to Strategic Opportunities: How Smart Organizations Close the Gap Between Data…The Industry TensionA response icon1A response icon1