Process, Data & Business Modeling

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Abstractions about modeling business processes and data, including artifact-centric process models, dimensional data warehousing, cumulative flow diagrams, and pricing or replenishment strategies like razor-and-blades and log shipping.

9 abstractions in this family — domain-specific abstractions that sit near one another in structural-signature space (k-means over structural-signature embeddings). Each is shown with its short description.

• 32 mm cabinetmaking system — A modular cabinet-production convention that locates compatible holes and fittings on a repeated 32-millimeter grid.
• Artifact-centric business process model — A business-process model organized around the evolving lifecycle and data state of key business entities rather than a single prescribed activity flow.
• Chinese restaurant process — An exchangeable partition process in which each arriving item joins an existing block in proportion to its size or starts a new block with parameter-controlled probability.
• Cumulative flow diagram — A stacked time-series chart showing how many work items occupy each workflow state and exposing arrival, departure, inventory, and lead-time behavior.
• Data cleansing — The governed detection, diagnosis and correction, standardization, quarantine or removal of data defects so records satisfy declared quality rules while preserving provenance and uncertainty.
• Dimensional modeling — A data-warehouse design method organizing measurable business events as fact tables linked to descriptive dimension tables for understandable, performant analysis.
• Inventory analysis — The systematic classification and quantitative examination of inventory levels, movements, costs and service performance to guide replenishment and control decisions.
• Log shipping — A warm-standby database strategy that repeatedly backs up transaction logs from a primary and restores them in order on a secondary server.
• Razor-and-blades model — A business model that lowers the price of a durable platform to stimulate recurring purchases of higher-margin complementary consumables or services.