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Die Snowflake-Plattform positioniert sich als zentrale Infrastruktur für Unternehmen, die generative KI und Machine Learning skalierbar implementieren möchten. Der Fokus liegt dabei auf der Demokratisierung von KI-Technologien innerhalb der Organisation.
Snowflake transformiert sich zunehmend von einem reinen Data-Warehouse-Anbieter zu einer umfassenden Data-Cloud-Plattform, die KI-Modelle direkt dort ausführt, wo die Daten liegen, um Latenzzeiten zu minimieren und Governance-Standards einzuhalten.
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Link:snowflake.com
Snowflake Cortex AI ist eine KI-gestützte Plattform, die es Wissensarbeitern ermöglicht, direkt mit Unternehmensdaten zu interagieren. Durch die Integration von Deep Research und die Anbindung an gängige Business-Tools wie Slack, Gmail und Jira innerhalb einer sicheren Governance-Umgebung wird die Produktivität gesteigert.
Article:Snowflake Inc.
Snowflake's documentation details its suite of artificial intelligence and machine learning features, divided into Snowflake Cortex for LLM-driven tooling and Snowflake ML for custom models and MLOps. It also defines model lifecycle stages and behavior change policies, establishing deprecation procedures for production workloads.
Article:Matt Nunn
Snowflake has highlighted new developer environment capabilities designed to streamline the creation of agentic AI applications. Key additions include Workspaces in Snowsight with Git integration, AI coding assistants such as Cortex Code and AISQL, and managed Model Context Protocol (MCP) servers.
Link:CrewAI
CrewAI markets itself as an enterprise platform for building, running, and governing AI agents, allowing both engineering and business teams to deploy automated workflows.
Link:databricks.com
Databricks has expanded its Data and AI Platform with Lakebase, a serverless Postgres database designed to connect operational application data directly with the lakehouse. The platform also highlights integrated tools for AI agents, conversational analytics, and AI governance.
Link:vercel.com
Vercel presents its specialised infrastructure platform designed for AI workloads. The offering combines services such as an AI Gateway for model switching, Fluid Compute, secure sandboxes, and the open-source AI SDK for JavaScript and TypeScript.
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