{"graphSha256":"f29d7b1eedeb88387238d2abda347f810d2179c5fdbead47c3ef48507ab20ca5","node":{"id":"E1704","type":"ficha","title":"Rationalization.AI","url":"https://dakleyer.github.io/perspective-beyond/sources/rationalization-ai-e1704/","original":"https://jubap.eu/the-ai-wave-and-rationalization-from-useful-to-essential/","aliases":[],"clusters":["eu"],"tags":["casos","empresa","transformacion"],"summary":"","commit":null,"sourcePath":null,"commitUrl":null,"documentId":"doc-d18e98f8c622a0dbce","tagWeights":{"casos":0.0834,"empresa":0.4583,"transformacion":0.4583},"reading":"Rationalization series · Stewarded by The Integral Management Society / IMSV.org · Companion to the Human Intelligence Gap\n\nSome disciplines are always useful, but a technological shift turns them from good practice into necessity — and, in the process, makes them more structured and more rigorous than before. The pattern recurs across history.\n\nEach was useful before its revolution and indispensable after it. Rationalization is now making the same transition.\n\nModern rationalization is an enterprise-architecture–driven alignment of processes, data and technology, organized around three principles: clarity — transparency in processes, data lineage and dependencies; strategic alignment — every asset, application or dataset contributing to a business objective; and simplicity — the removal of redundancy, technical debt and unnecessary complexity.\n\nEnterprise architecture provides the blueprint and the shared language that make this possible. Historically the practice was valuable but narrowly adopted, because it is demanding and requires both technical and business depth. That is precisely the threshold AI is now lowering the tolerance for — not by making rationalization easier, but by making its absence expensive.","readingSource":{"url":"https://jubap.eu/the-ai-wave-and-rationalization-from-useful-to-essential/","section":"Opening paragraphs","observed":"2026-11-04","sourceSha256":"30e8147a59d67d13f83394e21c804e7cd388e8946f51d22e4c213535a547fc40"},"readingSummary":"Rationalization series · Stewarded by The Integral Management Society / IMSV.org · Companion to the Human Intelligence Gap\n\nSome disciplines are always useful, but a technological shift turns them from good practice into necessity — and, in the process, makes them more structured and more rigorous than before.","contextTokens":290},"relations":[["apoyo:E1704:C08","E1704","C08","documenta el concepto","",null,"apoyo",""],["apoyo:E1704:C20","E1704","C20","documenta el concepto","",null,"apoyo",""],["apoyo:E1704:C28","E1704","C28","documenta el concepto","",null,"apoyo",""],["apoyo:E1704:C34","E1704","C34","documenta el concepto","",null,"apoyo",""],["documento:M006","E1704","T1391","candidate transfer","Automation readiness should account for the review and exception-handling work that remains after routine execution is reduced.",null,"documento","Es un diseño de evaluación, no una afirmación de que la oferta ya use o valide el umbral de agotamiento."],["documento:A035","U1792","E1704","candidate transfer","Rationalization should distinguish the removable implementation from the useful function it carries, with an accepted continuity or replacement path before retirement.",null,"documento","Es una propuesta de integración del criterio; no atribuye al producto una validación causal de Attribution Gap."],["documento:R015","E1704","T897","editorial comparison","For a complementary reading, see [The capability-fragmentation problem](https://tegrity.ai/the-harvester-multiplication-problem-capability-fragmentation-governance-collapse-and-the-compounding-of-human-intelligence-debt/).",null,"documento",""],["documento:R016","E1704","T385","editorial comparison","For a complementary reading, see [Architecture for operational AI integrity](https://tegrity.ai/ai-integrity-architecture-toward-expert-system-envelopes-around-statistical-ai/).",null,"documento",""],["documento:R017","E1704","T2729","editorial comparison","For a complementary reading, see [Minimum Sufficient Control Architecture](https://tegrity.ai/minimum-sufficient-control-architecture-for-ai-enabled-urban-systems/).",null,"documento",""],["documento:dialogue-bridge-D-286-E1704","D-286","E1704","puente de lectura","El enjambre de sistemas muestra cómo las mejoras locales trasladan costes al conjunto. La racionalización examina dependencias, duplicaciones y capacidad útil antes de añadir otra capa.",null,"documento",""],["documento:dialogue-bridge-D-224-E1704","D-224","E1704","puente de lectura","La pérdida de control entre solicitudes y aprobaciones permite examinar la racionalización como reconstrucción del flujo de trabajo y de la responsabilidad por sus resultados.",null,"documento",""]]}