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Microsoft Reactor

Microsoft Reactor에 가입하고 스타트업 및 개발자와 실시간 소통

AI를 시작할 준비가 되셨나요? Microsoft Reactor는 스타트업, 기업가 및 개발자가 AI 기술에 대한 다음 비즈니스를 구축할 수 있도록 이벤트, 교육 및 커뮤니티 리소스를 제공합니다. 참여해 주세요!

검색, 연결, 성장

Microsoft Reactor

Microsoft Reactor에 가입하고 스타트업 및 개발자와 실시간 소통

돌아가기

AI Factory Platform: AI Infrastructure as a service

27 5월, 2025 | 8:00 오후 - 9:00 오후 (UTC) 협정 세계시

형식:
Livestream

항목: AI 제품 사용

언어: 영어

As organizations move from AI experimentation to AI Operationalization, they are hit with several realizations around optimum Token utilization of the Azure Open AI Instances, how to scale and how many AOAI instances to maintain, calculation of chargeback for Azure AI services utilization, rate limiting, observability and monitoring. Also, for large organizations, while experimenting with AI Usecases, there is an overhead cost for creating the required infrastructure and ensuring its compliance with the internal security policies etc.

The AI Factory Platform is a scalable and secure environment designed to support the development, deployment, and management of AI solutions across our client's organization. This platform enables application developers to request approved AI services, look at shared dashboards for utilization metrics, rate limits and application chargeback costs.

There are also routing mechanisms implemented to ensure graceful failover from PTU to PAYG instances, retry with backoff of certain limited Azure Open AI deployments, priority-based routing and weight-based routing with the APIM policies. We also demonstrate how to handle instances scaling, load and traffic management via APIM for busy workloads and how to prevent throttling of Azure OPEN AI instances by chatty applications.

We essentially build an AI control tower for organizations to easily and securely scale and manage their GEN AI workloads in different environments.

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