Reduce coordination cost and delays by letting a system or user perform needed actions independently.
License & citation
Creator: Dzmitryi Kharlanau (SAP Lead).
Canonical: https://dkharlanau.github.io/datasets/TRIZ-bytes/TRIZ-25.json
License: CC BY-NC 4.0 (non-commercial only, attribution with source link required).
Concept DOI: 10.5281/zenodo.18862098
Version DOI (`v1.0.0`): 10.5281/zenodo.18862097
Repository: https://github.com/dkharlanau/dkharlanau-datasets
Suggested citation: Dzmitryi Kharlanau. “Self-Service” (dataset bytes). CC BY-NC 4.0. DOI: 10.5281/zenodo.18862098. https://dkharlanau.github.io/datasets/TRIZ-bytes/TRIZ-25.json
Details: /legal/datasets/
JSON (copy / reuse)
{
"id": "TRIZ-25",
"title": "Self-Service",
"intent": "Reduce coordination cost and delays by letting a system or user perform needed actions independently.",
"triz_principle": {
"number": 25,
"name": "Self-Service",
"definition": "Make an object serve itself by performing auxiliary functions independently."
},
"problem_understanding": {
"core_contradiction": "Centralized control ensures quality, but it creates queues, delays, and dependency on gatekeepers.",
"why_this_hurts": "Every request waiting for approval or execution by another team increases lead time and frustration.",
"typical_signals": [
"tickets waiting in queues",
"teams blocked by other teams",
"manual interventions for routine tasks",
"high coordination overhead for simple changes"
]
},
"solution_logic": {
"core_idea": "Move routine actions closer to where the need arises.",
"key_rule": "Centralize rules and guardrails, decentralize execution.",
"how_it_resolves_the_contradiction": "Quality is preserved by constraints, while speed improves through autonomy."
},
"application_patterns": {
"consulting": [
"self-service analytics instead of central reporting teams",
"decision playbooks enabling teams to act without escalation",
"clear guardrails instead of case-by-case approvals"
],
"software_engineering": [
"self-service environment provisioning",
"config-driven behavior changes",
"developer portals for APIs and tooling"
],
"architecture": [
"platforms exposing self-service capabilities",
"policy enforcement at the edges",
"automation replacing manual coordination"
],
"enterprise_sap": [
"self-service master data requests with built-in validation",
"business user–driven configuration within limits",
"automated approvals for standard cases"
]
},
"anti_patterns": [
"self-service without guardrails",
"pushing complexity to users",
"lack of auditability or rollback"
],
"usage_guidance": {
"use_when": [
"requests are frequent and routine",
"central teams are bottlenecks",
"rules are well understood"
],
"do_not_use_when": [
"actions are rare but high-risk",
"users lack necessary context or training"
]
},
"diagnostic_questions": [
"Which requests are repetitive and predictable?",
"What rules could replace manual approval?",
"Where does waiting add no value?"
],
"example": {
"before": "Teams submit tickets for every small configuration change.",
"after": "Teams adjust configurations themselves within predefined limits."
},
"meta": {
"schema": "dkharlanau.dataset.byte",
"schema_version": "1.1",
"dataset": "TRIZ-bytes",
"source_project": "cv-ai",
"source_path": "TRIZ-bytes/TRIZ-25.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. “Self-Service” (dataset bytes). CC BY-NC 4.0. DOI: 10.5281/zenodo.18862098. https://dkharlanau.github.io/datasets/TRIZ-bytes/TRIZ-25.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-25.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 coordination cost and delays by letting a system or user perform needed actions independently.",
"doi": {
"concept": "10.5281/zenodo.18862098",
"version": "10.5281/zenodo.18862097",
"repository": "https://github.com/dkharlanau/dkharlanau-datasets"
}
}
}