Building a Future-Ready AI Platform: Pictet AM Journey with AWS
summary
Pictet AM builds a generative AI platform on AWS using Amazon Bedrock, SageMaker, Lambda and API Gateway, centralizing calls through a central gov API that logged prompts to S3 for auditing and DLP. Centralization hits resource and cost limits — one PoC runs from $100 to $2,000 a day — so architecture shifts to per-account Bedrock with cross-account roles and cross‑inference profiles, keeping centralized governance, cost attribution and monitoring while letting teams iterate independently.
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chapters (8)
- 0:00Introduction to AI platform journey
- 3:55Key considerations for generative AI
- 7:09Pictet AM use cases overview
- 10:20Governance pillars for AI
- 14:37Centralized governance challenges
- 19:15Decentralized governance approach
- 24:27Adapting governance for AI
- 25:54Q&A and closing remarks
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