The Organizational Schema Theory: Test-Driven Business Design

This paper introduces the Organizational Schema Theory (orgschema), a design methodology that applies Test-Driven Development (TDD) to business operations. Rather than designing businesses forward from available resources and hoping customer experience emerges acceptably, orgschema specifies desired customer experience first and derives every operational layer backward from that specification. Customer experience goals function as acceptance tests. Signal architecture serves as the integration test suite. Process specifications are the unit tests. Procedures are the implementation. A continuous integration pipeline validates satisfaction at each level. The result is businesses that are testable, forkable, and traceable from every operational parameter back to its customer-experience justification. We present the methodology as a Design Science Research artifact, demonstrate it through a complete specialty coffee operation (Spectra Coffee), and evaluate it through an expert panel representing five stakeholder perspectives. We argue that this methodology occupies genuine white space at the intersection of declarative business process management, organization-as-code, and test-driven development—three literature streams that have not previously been combined. We further argue that large language models are an essential enabler that makes the methodology’s multi-dimensional complexity practically manageable for the first time.