Segmentation

{
  "id": "TRIZ-01",
  "title": "Segmentation",
  "intent": "Reduce system rigidity by dividing a problem into independently changeable parts.",
  "triz_principle": {
    "number": 1,
    "name": "Segmentation",
    "definition": "Divide an object or system into independent parts or make it modular."
  },
  "problem_understanding": {
    "core_contradiction": "The system must be unified to stay controllable, but flexible to evolve and adapt.",
    "why_this_hurts": "When everything is tightly coupled, even small changes require global coordination, slow down delivery, and increase risk.",
    "typical_signals": [
      "large monolithic solutions",
      "every change requires many approvals",
      "teams are afraid to touch core logic",
      "one failure affects many areas"
    ]
  },
  "solution_logic": {
    "core_idea": "Split the problem space into independent segments with clear boundaries.",
    "key_rule": "Segments interact through explicit contracts, not shared internal logic.",
    "how_it_resolves_the_contradiction": "Global consistency is preserved by contracts, while local changes become safe and fast inside segments."
  },
  "application_patterns": {
    "consulting": [
      "split initiatives by decision ownership, not by org structure",
      "separate discovery work from delivery work",
      "define decision domains with explicit escalation rules"
    ],
    "software_engineering": [
      "modularize code by responsibility, not by technical layer",
      "introduce APIs between subsystems",
      "isolate volatile logic behind stable interfaces"
    ],
    "architecture": [
      "bounded contexts instead of one global domain model",
      "anti-corruption layers between systems",
      "independent deployable units"
    ],
    "enterprise_sap": [
      "separate core master data from enrichment attributes",
      "decouple MDG governance from downstream system specifics",
      "use replication contracts instead of shared tables"
    ]
  },
  "anti_patterns": [
    "splitting only organizationally but not technically",
    "creating many segments without clear ownership",
    "shared databases across supposedly independent modules"
  ],
  "usage_guidance": {
    "use_when": [
      "changes are slow and risky",
      "coordination cost is high",
      "system evolution is blocked by fear of breaking things"
    ],
    "do_not_use_when": [
      "the problem is small and stable",
      "overhead of segmentation is higher than the change cost"
    ]
  },
  "example": {
    "before": "One central system handles validation, enrichment, governance, and distribution logic.",
    "after": "Core validation is isolated, enrichment rules are segmented, and distribution is handled via explicit interfaces."
  },
  "meta": {
    "schema": "dkharlanau.dataset.byte",
    "schema_version": "1.1",
    "dataset": "TRIZ-bytes",
    "source_project": "cv-ai",
    "source_path": "TRIZ-bytes/TRIZ-01.json",
    "generated_at_utc": "2026-02-03T14:33:32+00:00",
    "creator": {
      "name": "Dzmitryi Kharlanau",
      "role": "SAP Lead",
      "website": "https://dkharlanau.github.io",
      "linkedin": "https://www.linkedin.com/in/dkharlanau"
    },
    "attribution": {
      "attribution_required": true,
      "preferred_citation": "Dzmitryi Kharlanau. “Segmentation” (dataset bytes). CC BY-NC 4.0. DOI: 10.5281/zenodo.18862098. https://dkharlanau.github.io/datasets/TRIZ-bytes/TRIZ-01.json"
    },
    "license": {
      "name": "Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0)",
      "spdx": "CC-BY-NC-4.0",
      "url": "https://creativecommons.org/licenses/by-nc/4.0/"
    },
    "links": {
      "website": "https://dkharlanau.github.io",
      "linkedin": "https://www.linkedin.com/in/dkharlanau",
      "repository": "https://github.com/dkharlanau/dkharlanau-datasets"
    },
    "contact": {
      "preferred": "linkedin",
      "linkedin": "https://www.linkedin.com/in/dkharlanau"
    },
    "canonical_url": "https://dkharlanau.github.io/datasets/TRIZ-bytes/TRIZ-01.json",
    "created_at_utc": "2026-02-03T14:33:32+00:00",
    "updated_at_utc": "2026-03-04T11:23:27+00:00",
    "provenance": {
      "source_type": "chat_export_extraction",
      "note": "Extracted and curated by Dzmitryi Kharlanau; enriched for attribution and crawler indexing."
    },
    "entity_type": "triz_byte",
    "entity_subtype": "",
    "summary": "Reduce system rigidity by dividing a problem into independently changeable parts.",
    "doi": {
      "concept": "10.5281/zenodo.18862098",
      "version": "10.5281/zenodo.18862097",
      "repository": "https://github.com/dkharlanau/dkharlanau-datasets"
    }
  }
}