Agentic Data Platforms
Articles on unified data foundations, metadata governance, MDM, and context catalogs that enable AI agents to operate safely and effectively in production.
Agentic Data Platforms Take On Legacy SQL: Databricks Puts Autonomous Subagents to the Test
An analysis of Databricks' new Lakebridge agentic code converter, which uses Genie Code-powered subagents to translate, validate, and refine legacy SQL workloads across enterprise platforms.
Mainframe Migration and Agentic Data Platforms: Navigating the EBCDIC Cloud Trade-Off
An analysis of Oracle's EBCDIC database compatibility features, consultant warnings on trading IBM lock-in for Oracle lock-in, and how agentic data platforms fit into modern enterprise cloud strategy.
Turso’s Postgres Pivot: Rethinking Agentic Data Platforms from the Virtual Engine Up
Turso expanded from a Rust-based SQLite rewrite into a multi-frontend engine, bringing Postgres compatibility to file-based databases for agentic workloads.
Oracle Brings Google Gemini to AI Agent Studio: Navigating Agentic Data Platforms
Oracle is expanding its AI Agent Studio by integrating Google's Gemini 3.1 Flash Lite and 3.5 Flash models across Fusion Applications and NetSuite. Here is an analysis of what multi-model ecosystems mean for enterprise AI platforms, agentic data platforms, and legal liability.
Target’s Real Competitive Advantage: Why Agentic Data Platforms Outshine Raw AI Models
Target SVP Siobhán Mc Feeney reveals why proprietary models aren't an enterprise moat. True competitive edge comes from agentic data platforms, structured governance, and earned autonomy ladders.
Governing Agentic Data Platforms: What Experian's Chartis Win Signals for Enterprise AI
Experian's category win in the Chartis Quantitative Analytics50 2026 report demonstrates how enterprise AI platforms are integrating model risk management directly into agentic data platforms.
When Proofs of Concept Turn Hostile: What Runlayer v. Rippling Means for Agentic Data Platforms
An analysis of Runlayer's trade secret lawsuit against Rippling following an extended product trial, examining the legal allegations, Rippling's defense, and what the clash reveals about building agentic data platforms in enterprise environments.
The AI Context Crisis: What 101 Enterprises Got Wrong About Agentic Data Platforms
VB Pulse survey reveals 57% of enterprises trace wrong AI answers to missing business context. Credible Data raised $10M to build portable, open-source semantic layer using Malloy.
Securing Agentic Data Platforms: Inside Snowflake’s Cortex AI Gateway Blueprint
Snowflake's Cortex AI Gateway introduces dual attribution, task-scoped access, and identity partner integrations with 1Password and SailPoint to govern autonomous AI agents across enterprise data platforms.
How Agentic Data Platforms Are Replacing Fragmented Enterprise AI
Curant.ai's $3.1M seed round highlights a shift from isolated automation point-tools toward domain-specific agentic data platforms that sit directly on enterprise systems of record.
Grounding Agentic Data Platforms: How SAP's Knowledge Graph Strategy Changes the Game
At VB Transform 2026, SAP's Max McPhee explained how knowledge graphs and governance enable enterprise AI agents to move beyond chatbot mode into autonomous execution.
Real-Time vs. Delayed Data in Agentic Stock Trading Platforms
A technical breakdown of how U.S. Nasdaq-only quotes, 15-minute consolidated tape delays, and Korea Exchange (XKRX) reporting rules impact AI-driven financial data platforms.