--- title: "Synthetic data: addestrare i modelli AI senza esporre i dati reali" description: Addestrare modelli AI richiede grandi volumi di dati, ma i dati reali sono spesso sensibili o incompleti. I synthetic data affrontano questo problema alla radice. --- [Passa al contenuto](https://business.solutions2enterprises.com/it/synthetic-data#main-content) [linkedin-in icon](https://www.linkedin.com/company/s2e-solutions-to-enterprises/mycompany/) [X Twitter icon](https://twitter.com/s2emilano) [youtube icon](https://www.youtube.com/channel/UCJbSwaLNecPfPsJc-4S-qEg) [envelope icon](mailto:info@s2e-mail.com) [![logo](https://business.solutions2enterprises.com/hs-fs/hubfs/logo.png?width=2000&height=807&name=logo.png "logo")](https://solutions2enterprises.com/) - [Italiano](https://business.solutions2enterprises.com/it/synthetic-data) - [Inglese](https://business.solutions2enterprises.com/synthetic-data-management) Italiano Mostra sottomenu per le traduzioni - SOLUTIONS Mostra sottomenu per SOLUTIONS - [AGENTI AI](https://solutions2enterprises.com/agenti-ai-avanzati-e-compliant-con-galene-ai-s2e/) - [APPLICATION MANTEINANCE](https://solutions2enterprises.com/application-manteinance/) - [AWS CLOUD ADOPTION](https://solutions2enterprises.com/aws-cloud-adoption) - [CLOUD NATIVE APPLICATIONS](https://solutions2enterprises.com/cloud-native-applications/) - [CYBERSECURITY](https://solutions2enterprises.com/cybersecurity) - [DATA & ANALYTICS](https://solutions2enterprises.com/data-analytics) - [FINTECH BUSINESS SUPPORT](https://solutions2enterprises.com/fintech-business-support/) - [HYPERAUTOMATION](https://solutions2enterprises.com/hyperautomation) - [INFRASTRUCTURE SERVICE INTEGRATION](https://solutions2enterprises.com/infrastructure-service-integration/) - [LEGACY MODERNIZATION](https://solutions2enterprises.com/legacy-modernization/) - [QUALITY ASSURANCE SERVICE](https://solutions2enterprises.com/quality) - PEOPLE Mostra sottomenu per PEOPLE - [PEOPLE IN S2E](https://solutions2enterprises.com/people-in-S2E) - [EXPERIENCE S2E](https://solutions2enterprises.com/experiences2e) - [ACADEMY](https://solutions2enterprises.com/academy) - [LAVORA CON NOI](https://solutions2enterprises.com/lavoraconnoi/) - [CHI SIAMO](https://solutions2enterprises.com/chi-siamo/) - [CONTATTI](https://solutions2enterprises.com/contatti) - [BLOG](https://business.solutions2enterprises.com/blog) - [NEWS](https://business.solutions2enterprises.com/it-it/s2e-le-news-aggiornate-dal-mondo-it) Apri navigazione principale Chiudi navigazione principale - SOLUTIONS Mostra sottomenu per SOLUTIONS - [AGENTI AI](https://solutions2enterprises.com/agenti-ai-avanzati-e-compliant-con-galene-ai-s2e/) - [APPLICATION MANTEINANCE](https://solutions2enterprises.com/application-manteinance/) - [AWS CLOUD ADOPTION](https://solutions2enterprises.com/aws-cloud-adoption) - [CLOUD NATIVE APPLICATIONS](https://solutions2enterprises.com/cloud-native-applications/) - [CYBERSECURITY](https://solutions2enterprises.com/cybersecurity) - [DATA & ANALYTICS](https://solutions2enterprises.com/data-analytics) - [FINTECH BUSINESS SUPPORT](https://solutions2enterprises.com/fintech-business-support/) - [HYPERAUTOMATION](https://solutions2enterprises.com/hyperautomation) - [INFRASTRUCTURE SERVICE INTEGRATION](https://solutions2enterprises.com/infrastructure-service-integration/) - [LEGACY MODERNIZATION](https://solutions2enterprises.com/legacy-modernization/) - [QUALITY ASSURANCE SERVICE](https://solutions2enterprises.com/quality) - PEOPLE Mostra sottomenu per PEOPLE - [PEOPLE IN S2E](https://solutions2enterprises.com/people-in-S2E) - [EXPERIENCE S2E](https://solutions2enterprises.com/experiences2e) - [ACADEMY](https://solutions2enterprises.com/academy) - [LAVORA CON NOI](https://solutions2enterprises.com/lavoraconnoi/) - [CHI SIAMO](https://solutions2enterprises.com/chi-siamo/) - [CONTATTI](https://solutions2enterprises.com/contatti) - [BLOG](https://business.solutions2enterprises.com/blog) - [NEWS](https://business.solutions2enterprises.com/it-it/s2e-le-news-aggiornate-dal-mondo-it) - - [Italiano](https://business.solutions2enterprises.com/it/synthetic-data) - [Inglese](https://business.solutions2enterprises.com/synthetic-data-management) Italiano Mostra sottomenu per le traduzioni - [Contattaci](https://solutions2enterprises.com/contatti/) [Contattaci](https://solutions2enterprises.com/contatti/) # Synthetic data: addestrare i modelli AI senza esporre i dati reali Addestrare modelli di intelligenza artificiale richiede grandi volumi di dati. Ma i dati reali, specialmente in settori come finanza, assicurazioni e sanità, sono spesso sensibili, incompleti o difficili da condividere tra team e sistemi. I synthetic data affrontano questo problema alla radice: dati artificiali che replicano le proprietà statistiche e strutturali di quelli reali, utilizzabili per sviluppo, test e addestramento senza esporre informazioni riservate. Condividi: [Share this page on Linkedin](http://www.linkedin.com/shareArticle?mini=true&url=https://business.solutions2enterprises.com/it/synthetic-data) [Share this page on Twitter](https://twitter.com/intent/tweet?url=https://business.solutions2enterprises.com/it/synthetic-data) [Email Contact](mailto:?body=https://business.solutions2enterprises.com/it/synthetic-data) ![Synthetic Data](https://business.solutions2enterprises.com/hs-fs/hubfs/Synthetic%20Data.jpeg?width=2000&height=1500&name=Synthetic%20Data.jpeg "Synthetic Data") I casi d'uso sono concreti e trasversali a molti settori. I synthetic data permettono di sbloccare patrimoni informativi altrimenti inaccessibili per ragioni di privacy o compliance, di migliorare le performance dei modelli quando i dataset reali sono insufficienti o sbilanciati, e di accelerare i cicli di sviluppo e testing del software. Una stima di qualche anno fa indicava che entro il 2024 il 60% dei dati utilizzati per sviluppare progetti AI e analytics sarebbe stato generato sinteticamente: una proiezione che riflette quanto il tema fosse già allora percepito come centrale.  S2E integra la generazione di synthetic data all'interno del proprio approccio all'advanced analytics, combinandola con elaborazione in tempo reale e architetture pensate per la complessità dei sistemi enterprise. L'obiettivo è rendere il dato una risorsa accessibile e governabile, anche quando i vincoli normativi o operativi limitano l'utilizzo di quelli originali.   #syntheticdata #AI [Contattaci](https://solutions2enterprises.com/contatti/) [linkedin-in icon](https://www.linkedin.com/company/s2e-solutions-to-enterprises/) [X Twitter icon](https://twitter.com/s2emilano) [Seguici su Facebook](https://www.youtube.com/channel/UCJbSwaLNecPfPsJc-4S-qEg) [Seguici su Facebook](mailto:info@s2e-mail.com) --- [![logo](https://business.solutions2enterprises.com/hs-fs/hubfs/logo.png?width=2000&height=807&name=logo.png "logo")](https://solutions2enterprises.com/) **S2E Solutions to Enterprises** Via Palmanova 67, 20132 Milano Tel: +39 02 74 81 141 Email: [info@s2e-mail.com](mailto:info@s2e-mail.com) [Contattaci](https://solutions2enterprises.com/contatti/) | [Leggi l’informativa privacy](https://solutions2enterprises.com/informativa-privacy/) P.IVA 03157620133 – REA MI-1903397 Capitale: €. 800.000,00 i.v. © 2024 S2E Sprint – Tutti i diritti riservati ![Iso 9001](https://solutions2enterprises.com/wp-content/uploads/2023/03/certifcazione-logo-iso-9001.png "Iso 9001") ![Iso 27001](https://solutions2enterprises.com/wp-content/uploads/2022/07/Logo_for_client_ISO27001-1-300x119-1.png "Iso 27001") ![Iso 27017](https://solutions2enterprises.com/wp-content/uploads/2022/07/Logo_for_client_27017-300x119-1.png "Iso 27017") ![Iso 27018](https://solutions2enterprises.com/wp-content/uploads/2022/07/Logo_for_client_27018-300x119-1.png "Iso 27018")