Research: Academic Paper and Prior Art
Academic foundations: the DSR paper, prior art positioning, and the convergence with Spectral Brand Theory.
Academic Paper
"The Organizational Schema Theory: Test-Driven Business Design"
Introduces Organizational Schema Theory as a reverse-design TDD methodology where customer experience goals function as acceptance tests for business operations. The DSR artifact is the methodology itself, demonstrated through the Spectra Coffee reference implementation.
Prior Art
The framework builds on and differentiates from existing work in business process management, quality management, and software engineering:
| Approach | What It Does | What Orgschema Adds |
|---|---|---|
| BPMN / Petri nets | Model workflow sequences | Multi-level validation hierarchy + perception traceability |
| ISO 9001 QMS | Quality management system certification | Continuous certification (commit hash, not annual audit) |
| IaC (Terraform, Ansible) | Infrastructure as code | Backward traceability to customer experience justification |
| Service blueprinting | Map customer touchpoints | Machine-readable, testable, version-controlled |
| TDD (software) | Test-first development | Applied to business operations, not just code |
| Toyota Production System | Operational standardization | Schema/data separation + digital-native specification |
| Viable System Model | Recursive organizational cybernetics | Specification-level detail + automated validation |
The Convergence Thesis
Organizational Schema Theory and Spectral Brand Theory are two projections of a single system:
- SBT = the business observed from outside (observer-dependent perception across 8 dimensions)
- Organizational Schema Theory = the business observed from inside (operator-dependent specification across 6 levels)
The interface between them is defined by an 8x6 activation matrix: which operational levels activate which SBT dimensions. The forward path (operations to perception) and reverse path (desired perception to required operations) are both formalized.
Neither framework is complete alone. SBT without orgschema is descriptive but not actionable. Orgschema without SBT is actionable but ungrounded.
Methodology
The paper follows Design Science Research methodology (Hevner et al. 2004, extended DSR). The artifact is the methodology itself, not the demo. Evaluation criteria:
| Criterion | Evidence |
|---|---|
| Feasibility | Spectra Coffee: 26 YAML files, 6 products, full cascade, CI/CD passing |
| Novelty | 10-entry prior art comparison. No existing work combines multi-level TDD + perception traceability + version control |
| Utility | Fork, validate, certify operations from a commit hash |
| Generalizability | Schema/data separation: methodology is publishable, parameters are competitive moat |