Integration & Data
Articles about Integration & Data, with practical notes on executable business ontologies, governed data, application development, and agent workflows.
-
How Do You Import a Spreadsheet From an Old System Into an AI-Built App? Import Mappings, Dry Runs, and the Three Ways a Row Can Fail to Match
Measured on ObjectStack 18.3.0: a named import mapping projects foreign headers and codes onto one object, a dry run returns the whole per-row report with nothing stored, and a non-matching row is created, skipped or failed.
Integration & Data Business Leaders CRM Data importImport mappingDry run -
Palantir Foundry vs Microsoft Fabric IQ: Enterprise Ontology Platforms Compared
Palantir Foundry vs Microsoft Fabric IQ, plus Databricks, Snowflake and Looker: an enterprise ontology platform comparison of objects, actions, permissions, agent access and lock-in, sourced to vendor docs.
Integration & Data IT Leaders OntologySemantic layerFabric IQLookerPalantirPalantir FoundrySnowflakeUnity Catalog -
Cross-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 -
AI 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 -
AI 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 -
Add AI to Existing Systems Without Migration: Connect Your Database
On self-managed ObjectOS (Enterprise), connect the database you already run — read-only by default — let a coding agent model its tables as objects, and put AI on real data under your permissions, system of record untouched.
Integration & Data General