{"id":1051807,"date":"2025-10-01T13:32:10","date_gmt":"2025-10-01T11:32:10","guid":{"rendered":"https:\/\/kpcgroup.fr\/?p=1051807"},"modified":"2025-11-28T13:32:44","modified_gmt":"2025-11-28T12:32:44","slug":"building-a-modern-data-ia-stack-with-snowflake-the-kpc-masterclass","status":"publish","type":"post","link":"https:\/\/kpcgroup.fr\/en\/construire-une-stack-data-ia-moderne-avec-snowflake-la-masterclass-kpc\/","title":{"rendered":"Building a modern Data & AI stack with Snowflake: the KPC masterclass"},"content":{"rendered":"
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From the evolution of the data warehouse to the integration of generative AI, find out why this platform is becoming an essential foundation for businesses.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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In this new episode of Robin Conquet's DataGen podcast,\u00a0 Mickael Kuentz<\/span>, Director of Data & AI at KPC, reveals the keys to building a high-performance Data and AI architecture using Snowflake<\/a>.<\/h6>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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Snowflake, freeing up data to make better use of it<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Snowflake was born of a simple promise: to separate computation from storage in order to overcome the limitations of traditional platforms. The result: ultra-fast processing, even on very large volumes of data. As Mickael Kuentz reminds us, \u00ab<\/strong><\/em> Snowflake has freed up the data<\/strong> <\/em>\u00bbBy making it possible to query billions of lines seamlessly.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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From data warehouse to complete platform<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Initially designed as a data warehouse, Snowflake has rapidly broadened its scope. Today, the platform covers all the workloads in the modern data stack: ingestion, transformation, visualisation, machine learning, generative AI and even application development.
With tools like Streamlit and Snowpark Container Services,<\/strong> Snowflake can now be used to create applications and integrate AI models at the heart of the data.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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Advantages and limitations to be aware of<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Key benefits:<\/strong><\/p>

  • Quick and easy<\/strong> Simplified implementation and administration.<\/li>
  • Scalability<\/strong> A solution for start-ups and large groups alike.<\/li>
  • Functional coverage<\/strong> a full range of use cases.<\/li><\/ul>

    \u00a0<\/p>

    Points to watch :<\/strong>
    The main risk remains the vendor lock-in<\/strong>, Even though Snowflake is stepping up its interoperability efforts (Apache Iceberg, Microsoft partnerships).<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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    Generative AI: the underlying trend<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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    Snowflake has made generative AI a major strategic focus. AI now assists governance (eg: Copilot Horizon<\/em>) and speeds up the implementation of business use cases. At the same time, Snowflake becomes a secure base for running GenAI models (OpenAI, Mistral, Anthropic, Meta).<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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    Tips for a successful Snowflake project<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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    • Validate the organisational prerequisites: maturity, clear use cases, internal sponsorship.<\/li>
    • Building the right stack: choosing the right third-party tools for your needs.<\/li>
    • Democratising data: making the platform accessible to business profiles.<\/li>
    • Anticipating AI: integrating AI into your data strategy now.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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      Why listen to this podcast?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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      This podcast is a real masterclass for data leaders, CTOs and IT decision-makers.<\/strong><\/h5>

      Mickael Kuentz shares not only his technical expertise, but also some of his most important practical and strategic advice<\/strong> based on several years of project experience.<\/p>

      It shows how Snowflake combines performance, simplicity and innovation, while remaining attentive to issues of governance and sovereignty.<\/p>

      If you want to understand in concrete terms how to build a high-performance Data & AI stack<\/strong>, This episode will provide you with valuable tips and inspiring feedback.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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      <\/div>\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"

      In this podcast with KPC, find out how to build a modern Data and AI architecture using Snowflake. Advantages, limitations, generative AI: a guide for data leaders.<\/p>","protected":false},"author":2,"featured_media":1052509,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[30],"tags":[164,82,40,83,35],"class_list":["post-1051807","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-parole-dexpert","tag-snowflakeintelligence","tag-cloud","tag-data","tag-genia","tag-snowflake"],"yoast_head":"\nConstruire une stack Data & IA moderne avec Snowflake : la masterclass KPC - KPC - Data et Digital Shapers<\/title>\n<meta name=\"description\" content=\"D\u00e9couvrez dans ce podcast avec KPC comment b\u00e2tir une architecture Data et IA moderne gr\u00e2ce \u00e0 Snowflake. 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