FSI207IntermediateBreakout sessionFinancial Services Playbook 5 live updates

From enterprise data mesh to AI with Amazon SageMaker Unified Studio

What this session is about

From enterprise data mesh to AI with Amazon SageMaker Unified StudioFinancial institutions are unlocking enormous value with AI agents — from personalised customer experiences to better risk decision making. But to deliver on that promise, agents need data they can find, understand, and trust. This session shows how a data mesh architecture on Amazon SageMaker Unified Studio builds that foundation: discoverable data across lines of business, business context that grounds agent responses in real meaning, quality signals that build confidence in every answer, and governed access that keeps you compliant by design. We cover domain ownership, multi-account strategies, data contracts, business glossaries, data quality, and cross-domain governance — and demonstrate how this foundation empowers agentic AI that delivers trusted, accurate results at enterprise scale.

Playbook

Editorial commentary · what to actually do about this on Monday

The concept
Data mesh on SageMaker Unified Studio as the foundation for trustable agentic AI. Domain ownership, data contracts, business glossaries, cross-domain governance.
Why it matters
Agents need data they can find, understand, and trust. Data mesh provides discoverability + ownership in a way central lakes can't.
The hard parts
Data mesh requires domain teams to own their data products. That's a culture and skills shift that platform teams can't impose.
Playbook moves
(1) Pick 2–3 domains to pilot. (2) Get them publishing data products before extending mesh-wide. (3) Make data contracts the artefact, not the platform.
The surprise
Most data mesh failures aren't technical — they're domain teams refusing to own their output. The CDO who can convince domain VPs to accept ownership is worth more than the platform itself. Hire for influence, not just engineering. ---

Independent editorial perspective — not an official AWS or speaker statement. Designed for executives evaluating what to brief their teams on next.

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