Hosted by Oxygen Intelligence · 🇺🇸 US · EN · 17 episodes
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Agentic Data - Thoughts on Agentic Data Systems agenticdata.substack.com
Oxygen Intelligence hosts Agentic Data, a technology show with 17 episodes published.
00:00 Traces as the New Source of Truth in AI Systems 03:12 From Code-Based Logic to Trace-Based Documentation 08:47 Deterministic vs. Agentic Workflows: Precision vs. Recall 12:59 Observability, Traces, and the Flywheel
00:00 Context Graphs & Decision Traces 05:52 Why Systems of Record Fall Short 10:32 Challenges for Incumbents 13:43 Paths for Startups and Agent Observability 15:33 The Future Data Stack Follow the hosts: https://x.com/i
00:00 The Shift-Left Data Platform Thesis 06:49 Platform DNA and Structural Advantages 12:35 The Single Model of Truth for AI Systems 21:26 Research Engineering as the Next Core Discipline Follow the hosts: https://x.com
00:00 IBM’s Acquisition of Confluent and the Role of Real-Time Data 03:10 IBM’s Hybrid Cloud and AI Strategy Behind the Deal 08:23 Why Infrastructure Companies Rely on M&A for Growth 12:18 Ontology, Knowledge Graphs, and
00:45 Why UI Is Pre-AI: From Human-Centered Interfaces to Agent-First Systems 10:52 Enterprise Moats in an Agentic Era: Commoditization vs. Service 14:08 The Future Role of Agents, OS, and Agent Engineering Follow the ho
00:00 The Modern Data Stack and Industry Consolidation 03:14 Snowflake’s Acquisition of SelectStar 05:47 The Shift in Data Context Importance 08:01 Strategic Moves in Data Companies 10:26 Databricks vs. Snowflake: Innova
00:00:00 Salesforce Acquisition and the Data Consolidation Arc 00:04:21 Slack’s Role as the Hub for Human-AI Enterprise Communication 00:08:44 The System of Record vs. System of Intelligence 00:11:46 The Business Context
01:00 Gamma’s Success, Product Design, and Market Positioning 06:08 Inception Labs and the Future Direction of Diffusion Models 09:12 Architecture Debate: Diffusion vs. Transformers and GPU Consolidation 17:16 Forward De
01:18 The Rise of Ontology in Data Management 07:55 Deepnote and the Evolution of Data Notebooks 10:38 Cursor’s New AI Model and Market Dynamics 14:01 The Future of Code Generation and Automation 17:00 AI Supervisors and
00:00:00 Further Data Stack Consolidation and Omni/Explo Acquisition 00:07:01 End of Modern Data Stack Hypergrowth and AI Layer Formation 00:14:43 OpenAI Browser and Platform Shift Implications 00:20:38 Distributional Le
00:00:00 Introduction and Fivetran/DBT Merger Discussion 00:21:48 Rise of Context Engineering and Semantic Ontology 00:37:36 Deep Dive into Context, Reasoning, and System Architecture 00:52:24 Agentic Workflows vs. Tradi
00:00 Introduction to GPT-5 and Context Windows 02:55 Context Fidelity and Information Parsing 05:42 The Role of Structured Retrieval in Data Processing 08:21 Concision vs. Coverage in Data Responses 10:53 The Importance
00:00 Introduction and “Data is the New Oil” 08:00 The Paradigm Shift to AI and Data Activation 17:26 Agentic Analytics: From English to Data Instructions 26:14 Rethinking Semantic Layers and Pareto Tradeoffs 35:45 Spann
00:00 Introduction and Background of the Guests 02:11 The Journey to Data Analytics 04:26 Client Acquisition and Service Offerings 36:10 Navigating the Data Landscape: Tools and Vendors 42:04 Navigating the AI Landscape
We dive into why most AI tools today feel like “horseless carriages”: retrofitted instead of reimagined. In this episode, we explore: * The shift toward agentic software * The need for headless systems and declarative in
00:00:28 Recent Acquisitions and Strategic Moves in the Data Space00:06:27 AI and Product Strategy Shift 00:17:10 Consolidation in BI and Data Catalogs 00:36:35 The Role of Semantic Layers and Knowledge Graphs in AI Anal
Introducing Agentic Data, a podcast about agentic data systems - the marriage between data and AI. In episode 2 we talk about: * Recent Acquisitions and Strategic Moves in the Data Space * AI and Product Strategy Shift *
Introducing Agentic Data, a podcast about agentic data systems - the marriage between data and AI. In episode 1 we talk about: * The interplay between the Composable Data Stack and AI * Separation of Compute and Intellig
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Agentic Data is hosted by Oxygen Intelligence. The show is categorised under technology (business) and has published 17 episodes.
Agentic Data has published 17 episodes.
Agentic Data regularly covers technology, business, entrepreneurship. It sits in the technology category, with a business focus.
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Episodes of Agentic Data average 37 minutes. a focused format where a clear narrative arc and tight preparation matter most.
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