Domain Definition

#llm TONL structured dataset for LLM reasoning. Follow these rules strictly:
#llm 1. Every non-comment line is part of the data. Do NOT skip sections.
#llm 2. Indentation (spaces) defines nesting and hierarchy of objects/arrays.
#llm 3. Lines like key{a,b,c}: define objects with fields a,b,c.
#llm 4. Lines like key[n]{cols}: define array-tables with n rows and given columns.
#llm 5. Primitive lines use 'name: value'. Values may be bare, quoted, or triple-quoted.
#llm 6. String pool (if present) uses S0, S1, ... references for repeated strings.
#llm 7. Do not hallucinate or invent fields. If data is missing, say it is missing.
#llm 8. Read the ENTIRE file before answering; sections are interconnected.
#llm 9. This document was converted to TONL for efficient LLM consumption.

#version 1.0
#delimiter ,

metadata{source,document_type,domain_type,status,date,standard_compliance,monitoring}:
  source: "Mindmash Domain Definition"
  document_type: "CHKCD Domain Specification"
  domain_type: "Padre Unico (Single Parent Domain)"
  status: "Frozen — Canonical Reference"
  date: "2026-02-04"
  standard_compliance: "CHKCD v1.0 (chkcd.com)"
  monitoring: "Kat3x.com (CAMS metrics)"

domain{canonical_name,type,epistemological_position}:
  canonical_name: "Digital Transformation Systems Engineering"
  type: "Applied, Systemic, Cross-vertical, Execution-oriented"
  epistemological_position: "Not theoretical, not product-centric, not purely vertical"

aliases[3]{alias,usage}:
  "Applied Digital Transformation", descriptive-only
  "Digital Systems Engineering", descriptive-only
  "Industrial & Organizational Digitalization", descriptive-only

description:
  """Digital Transformation Systems Engineering is the domain concerned with the design, integration and implementation of complex digital systems supporting organizational, production and decision-making processes.

The domain includes software platforms, industrial systems, IoT infrastructures, operational methods, third-party technology integration, and training pathways, with the objective of transforming existing processes into measurable, interoperable and scalable digital systems.

The focus is not on individual products, but on the overall system architecture, its operational execution, and the value generated over time."""

scope_includes[8]{capability}:
  "End-to-end digital systems design"
  "Application software platforms (management, AI, analytics, monitoring)"
  "Industrial systems (MES, WMS, SCADA, maintenance, quality)"
  "IoT infrastructure, edge computing, sensors"
  "Heterogeneous system integration (ERP, cloud, OT, IT)"
  "Delivery methods (discovery, co-creation, prototyping, scaling)"
  "Technical and operational training connected to implemented systems"
  "Performance measurement (KPI, OEE, ESG, energy, efficiency)"

scope_excludes[5]{exclusion,reason}:
  "Generic software development without system context", "not contextualized to systems"
  "Digital marketing or communications", "not system engineering"
  "Abstract strategic consulting without implementation", "not execution-oriented"
  "Theoretical training not connected to real systems", "not applied"
  "Isolated consumer products not part of a system", "not systemic"

conceptual_units{structure,note}:
  structure: "Capabilities / Implementation Patterns / Vertical Contexts"
  note: "Entities are treated as units within the Parent Domain, not as autonomous domains until sufficient documentation mass exists"

positioning{applied,systemic,transversal,execution_oriented}:
  applied: true
  systemic: "System-focused, not product-centric"
  transversal: "Cross-vertical, not pure vertical"
  execution_oriented: "Execution-driven, not narrative-driven"

deployment{mode,branch_path,branch_base_url,integrated_at,integrated_by}:
  mode: "subtree"
  branch_path: "/chkcd/"
  branch_base_url: "https://www.mindmash.it/chkcd/"
  integrated_at: "2026-02-04"
  integrated_by: "Kat3x-Flow Pipeline"

governance{status,versioning,change_policy}:
  status: "Frozen — Canonical Reference"
  versioning: "v1.0"
  change_policy: "Domain boundary changes require formal review and versioning"

chkcd_compliance{standard,format,monitoring,audit}:
  standard: "CHKCD v1.0 (chkcd.com/canonical.tonl)"
  format: "TONL Specification v1.0 (Kat3x)"
  monitoring: "Kat3x.com — CAMS metrics (LAR, CRS, DSP)"
  audit: "d.salvadori@agroia.eu"

references[2]{type,url}:
  glossary, "https://www.mindmash.it/chkcd/glossary.tonl"
  chkcd_standard, "https://chkcd.com/canonical.tonl"