{"id":987510792,"date":"2026-03-24T13:58:26","date_gmt":"2026-03-24T12:58:26","guid":{"rendered":"https:\/\/kawaruconsulting.com\/?p=987510792"},"modified":"2026-04-14T09:42:32","modified_gmt":"2026-04-14T07:42:32","slug":"transformacio-digital-amb-la-guia-real-des-de-ladministracio-de-cornella","status":"publish","type":"post","link":"https:\/\/kawaruconsulting.com\/ca\/transformacion-digital-con-ia-guia-real-desde-la-administracion-de-cornella\/","title":{"rendered":"Transformaci\u00f3 Digital amb IA: Guia real des de l&#039;administraci\u00f3 de Cornell\u00e0"},"content":{"rendered":"<div class=\"elementToProof\"><b>Introducci\u00f3: El mite vs. la realitat de la IA al govern<\/b><\/div>\n<div><\/div>\n<div class=\"elementToProof\">A l&#039;ecosistema tecnol\u00f2gic actual, sembla que qualsevol projecte que no esmenti la Intel\u00b7lig\u00e8ncia Artificial (IA) neix obsolet. Tot i aix\u00f2, per a les administracions p\u00fabliques, el repte no \u00e9s adoptar la tecnologia per moda, sin\u00f3 resoldre problemes cr\u00f2nics: manca de personal, dades desordenades i processos burocr\u00e0tics que alenteixen l&#039;atenci\u00f3 al ciutad\u00e0.<\/div>\n<div><\/div>\n<div class=\"elementToProof\">\u00d3scar Toledano (<b>Ajuntament de Cornell\u00e0 de Llobregat<\/b>) proposen un enfocament pragm\u00e0tic. Lluny de la narrativa de ci\u00e8ncia ficci\u00f3, la seva experi\u00e8ncia demostra que la IA al sector p\u00fablic no substitueix funcions, sin\u00f3 potenciar les capacitats humanes on m\u00e9s es necessiten, transformant d\u00e8cades d&#039;\u00abdeures no fets\u00bb en processos \u00e0gils. La tecnologia no ha de ser un fi en si mateixa, sin\u00f3 orquestrar-se en funci\u00f3 de la cultura organitzacional per tancar bretxes hist\u00f2riques d\u201fefici\u00e8ncia.<\/div>\n<div><\/div>\n<div class=\"elementToProof\"><b>Punt 1: La IA com a eina humana, no com a substitut<\/b><\/div>\n<div class=\"elementToProof\">La filosofia aplicada a l&#039;Ajuntament de Cornell\u00e0 s&#039;allunya de la por del reempla\u00e7ament laboral. La implementaci\u00f3 d&#039;agents d&#039;IA s&#039;ha centrat a detectar colls d&#039;ampolla i automatitzar tasques repetitives que consumeixen el temps dels funcionaris, permetent-los enfocar-se en tasques de m\u00e9s valor afegit.<\/div>\n<div class=\"elementToProof\">L&#039;\u00e8xit d&#039;aquests projectes \u00e9s entendre que la tecnologia \u00e9s un suport per al talent intern. En utilitzar agents d&#039;IA per resoldre problemes espec\u00edfics, l&#039;administraci\u00f3 esdev\u00e9 m\u00e9s resilient i capa\u00e7 de respondre a les demandes d&#039;una ciutat densa i activa, sense deshumanitzar el servei p\u00fablic.<\/div>\n<div class=\"elementToProof\">\u00abLa IA ha de ser una eina perqu\u00e8 ens ajudi les persones a fer millor la nostra feina\u00bb. - Jordi Ribalta.<\/div>\n<div><\/div>\n<div class=\"elementToProof\"><b>Punt 2: La sorprenent troballa del \u00ab50% No-IA\u00bb<\/b><\/div>\n<div class=\"elementToProof\">Un dels casos m\u00e9s reveladors va ser la classificaci\u00f3 dels 40.000 registres d&#039;entrada anuals de l&#039;ajuntament. Inicialment, es va pensar que aquest volum de documents requeriria un desplegament massiu d&#039;intel\u00b7lig\u00e8ncia artificial. Tot i aix\u00f2, el proc\u00e9s d&#039;entrenament va revelar una dada contraintu\u00eftiva: la meitat del treball es podia resoldre sense IA mitjan\u00e7ant un \u00abordenament de casa\u00bb previ.<\/div>\n<div><\/div>\n<div class=\"elementToProof\">En analitzar els patrons, l&#039;equip va descobrir que si un document contenia frases com Sol\u00b7licitud de PIA (referent a depend\u00e8ncia) o Certificat ATKP (inform\u00e0tica), no es necessitava un model de llenguatge complex; n&#039;hi havia prou amb una regla l\u00f2gica simple. Aquest enfocament h\u00edbrid va permetre:<\/div>\n<ul>\n<li><b>Optimitzar el proc\u00e9s:<\/b>\u00a0Identificar termes clau per dirigir documents al departament correcte de manera instant\u00e0nia.<\/li>\n<li><b>Millorar la Seu Electr\u00f2nica:<\/b>\u00a0Ajusteu els formularis d&#039;entrada per capturar dades netes des de l&#039;origen.<\/li>\n<li><b>Augmentar la precisi\u00f3:<\/b>\u00a0Assolir una taxa d&#039;\u00e8xit del 80%, amb l&#039;objectiu t\u00e8cnic d&#039;arribar al 90% a curt termini, igualant o superant la interpretaci\u00f3 humana mitjana.<\/li>\n<\/ul>\n<div class=\"elementToProof\"><b>Punt 3: De mesos de desenvolupament a un sol dia de treball<\/b><\/div>\n<div class=\"elementToProof\">L?agilitat \u00e9s el benefici m\u00e9s disruptiu d?aquesta transformaci\u00f3. Un cas exemplar va ser el c\u00e0lcul de bonificacions de taxes de residus. Davant d&#039;un canvi normatiu sobtat que obligava a fluctuar entre cobraments anuals i bimestrals, l&#039;ajuntament necessitava creuar dades complexes: quantes vegades es va obrir un contenidor espec\u00edfic, l&#039;\u00fas de punts verds i els pagaments als rebuts d&#039;aigua.<\/div>\n<div><\/div>\n<div class=\"elementToProof\">Tradicionalment aix\u00f2 hauria implicat mesos de desenvolupament de bases de dades i alts costos de consultoria. Amb agents d&#039;IA i RPA, el sistema es va configurar un sol dia. Aquesta capacitat representa un canvi de paradigma en l&#039;efici\u00e8ncia de costos: permet a l&#039;administraci\u00f3 p\u00fablica experimentar i fallar (o encertar) r\u00e0pid i baix cost, eliminant el risc financer dels projectes tecnol\u00f2gics de llegat que solen durar anys i costar milions abans de lliurar el primer resultat.<\/div>\n<div><\/div>\n<div class=\"elementToProof\"><b>Punt 4: Privadesa i sobirania tecnol\u00f2gica (GPT vs. Models Locals)<\/b><\/div>\n<div class=\"elementToProof\">La gesti\u00f3 p\u00fablica maneja dades sensibles, cosa que exigeix una estrat\u00e8gia t\u00e8cnica robusta que no comprometi la privadesa. L&#039;arquitectura implementada a Cornell\u00e0 utilitza <b>N8N<\/b>\u00a0com a orquestrador, permetent una sobirania de la dada total mitjan\u00e7ant l&#039;\u00fas de models locals i llibreries especialitzades.<\/div>\n<ul>\n<li><b>GPT:<\/b>\u00a0Es fa servir per a tasques generals que requereixen rapidesa i no comprometen dades personals.<\/li>\n<li><b>Truca 3:<\/b>\u00a0Desplegat localment per processar informaci\u00f3 sensible que no ha de sortir dels servidors municipals.<\/li>\n<li><b>Microsoft Presidi:<\/b>\u00a0Utilitzat per a l&#039;anonimitzaci\u00f3 autom\u00e0tica de dades.<\/li>\n<li><b>Qdrant:<\/b>\u00a0Empleat per a la <b>vectoritzaci\u00f3 de dades<\/b>, permetent cerques sem\u00e0ntiques eficients.<\/li>\n<li><b>Apatxe Tika:<\/b>\u00a0Crucial per a la <b>extracci\u00f3 de contingut<\/b>\u00a0tant en PDF complexos com en l&#039;an\u00e0lisi de metadades d&#039;imatges.<\/li>\n<\/ul>\n<div class=\"elementToProof\">Tot l&#039;ecosistema genera <b>logs<\/b>\u00a0detallats, assegurant que cada decisi\u00f3 de la IA sigui tra\u00e7able i auditable, complint amb els est\u00e0ndards de transpar\u00e8ncia governamental.<\/div>\n<div><\/div>\n<div class=\"elementToProof\"><b>Punt 5: Visi\u00f3 artificial per validar la burocr\u00e0cia<\/b><\/div>\n<div class=\"elementToProof\">La gesti\u00f3 de les 750 subvencions anuals a entitats ciutadanes sol ser un calvari administratiu. Ara, un agent de <b>Visi\u00f3 Artificial<\/b>\u00a0analitza factures, decrets i fins i tot fotografies d&#039;activitats (com samarretes amb el logotip municipal) per validar el compliment de l&#039;ajut.<\/div>\n<div class=\"elementToProof\">Actualment, el sistema opera sota una regla de 80\/20: la IA resol amb \u00e8xit el 80% dels casos, mentre que el 20% restant requereix supervisi\u00f3 humana davant ambig\u00fcitats. Per exemple, si en una subvenci\u00f3 esportiva la IA detecta una factura del FIFA 2026, el sistema podria marcar-lo com a v\u00e0lid per context, per\u00f2 un hum\u00e0 ha de verificar si \u00e9s una despesa subvencionable real.<\/div>\n<div><\/div>\n<div class=\"elementToProof\">El m\u00e9s innovador \u00e9s el canvi cap a una <b>Administraci\u00f3 Col\u00b7laborativa<\/b>: el pla \u00e9s obrir aquest agent als ciutadans perqu\u00e8 validin els seus documents <i>abans<\/i>\u00a0de presentar-los. La IA els dir\u00e0: \u00abEt falta aquesta factura\u00bb o \u00abEl logotip \u00e9s incorrecte\u00bb, permetent que el ciutad\u00e0 corregeixi errors proactivament i l&#039;administraci\u00f3 rebi expedients perfectes des del primer intent.<\/div>\n<div><\/div>\n<div class=\"elementToProof\"><b>Conclusi\u00f3: Cap a una administraci\u00f3 orientada a la dada<\/b><\/div>\n<div><\/div>\n<div class=\"elementToProof\">El repte final de Cornell\u00e0 de Llobregat \u00e9s superar la dispersi\u00f3 de la informaci\u00f3. L&#039;objectiu \u00e9s transitar d&#039;un sistema on la cerca d&#039;expedients dep\u00e8n de la mem\u00f2ria dels funcionaris a un <b>CRM municipal integrat<\/b>.<\/div>\n<div><\/div>\n<div class=\"elementToProof\">El que abans semblava una tasca de 20 anys per posar les dades en ordre, avui es visualitza com un objectiu assolible en nom\u00e9s un parell d&#039;anys. La IA no \u00e9s una vareta m\u00e0gica, sin\u00f3 el motor que permet tancar bretxes hist\u00f2riques d&#039;efici\u00e8ncia i convertir la burocr\u00e0cia en un servei \u00e0gil orientat a la dada.<\/div>\n<div><\/div>\n<div class=\"elementToProof\"><b>Les nostres administracions estan a punt per deixar de veure la IA com una amena\u00e7a i comen\u00e7ar a utilitzar-la com l&#039;eina que finalment posar\u00e0 les vostres dades en ordre?<\/b><\/div>\n<div><\/div>\n<div>Et deixem el link de la pon\u00e8ncia:<\/div>\n<div><\/div>\n<div>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 <a href=\"https:\/\/www.youtube.com\/watch?v=lPsiYYHE1Ec\">Veure v\u00eddeo<\/a><\/div>\n<div><\/div>","protected":false},"excerpt":{"rendered":"<p>Introducci\u00f3n: El mito vs. la realidad de la IA en el gobierno En el ecosistema tecnol\u00f3gico actual, parece que cualquier proyecto que no mencione la Inteligencia Artificial (IA) nace obsoleto. Sin embargo, para las administraciones p\u00fablicas, el reto no es adoptar la tecnolog\u00eda por moda, sino resolver problemas cr\u00f3nicos: falta de personal, datos desordenados y [&hellip;]<\/p>\n","protected":false},"author":6,"featured_media":987510795,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[13],"tags":[165,74,31],"class_list":["post-987510792","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-proyectos","tag-caso-de-exito","tag-inteligencia-artificial","tag-transformacion-digital"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Transformaci\u00f3n Digital con IA: Gu\u00eda real desde la administraci\u00f3n de Cornell\u00e0 - Servicios de consultor&iacute;a de empresas y administraciones p&uacute;blicas<\/title>\n<meta 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