Universal Data Models

AKMA - Independent consultancy and training company with services that include data warehousing, strategy and planning, operational integration, and project management. Products offered include DataFrames, industry specific data models.

Applied Data Resource Management - Industry data model technology products for data mart, data warehouse, application development and strategic planning.

Essential Strategies, Inc. - Consulting firm specializing in requirements analysis, data modeling, process modeling, data warehousing, architecture and other data related issues. Also sells Data Model Patterns, a packaged data model.

Is Your Organization Too Unique to Use Universal Data Models? - Len Silverston. The age of the data modeler as artisan is passing. Organizations can no longer afford the labor or time required for handcrafting data models from scratch. In response to these constraints, the age of the data modeler as engineer is dawning. (September 1, 1999)