Integration & Data
Articles about Integration & Data, with practical notes on AI-written enterprise software, governed data, application development, and agent workflows.
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PublishedFabric IQ vs Palantir vs Unity Catalog vs Snowflake vs Looker: The 2026 Ontology Comparison
Five vendors shipped an enterprise ontology or semantic layer between November 2025 and August 2026. A cell-by-cell comparison of objects, relationships, actions, permissions and agent interfaces, sourced to vendor docs.
Integration & Data IT Leaders OntologySemantic layerFabric IQLookerPalantirSnowflakeUnity Catalog -
PublishedCross-System Workflow Automation: Connector Failure Handling in a Governed Process
The moment a step leaves your runtime you stop being able to observe it. A governed cross-system flow declares what each outbound call does, designs the failure path first, and never reports a step it could not measure as zero.
Integration & Data Business Leaders -
PublishedAI for Legacy Manufacturing Systems: Start With Reports and Work Orders
Manufacturing systems are hard to replace. A practical AI path connects existing systems and starts with reports, work orders, and exception analysis.
Integration & Data IT Leaders Case ManagementSupply Chain & Procurement Manufacturing -
PublishedAI for CRM: How Agents Read Customer Data Without Bypassing Permissions
Most CRMs already hold customer, opportunity, contact, and activity history. The useful path is to let AI understand those business objects under existing permissions.
Integration & Data Business Leaders CRM AI agentsAgent permissions -
PublishedAdd AI to Existing Systems Without Migration: Connect Your Database
Connect ObjectOS to the database you already run, let a coding agent model the tables as objects, and put AI on real data under your permissions, on your servers, with the original system untouched.
Integration & Data General