Move beyond AI pilots to build governed, scalable agentic systems – A whitepaper by AWS and Xebia.
This whitepaper, a follow-up to the first AWS-Xebia publication on Agentic AI, addresses the critical next step: how to implement agentic systems at scale, safely, systematically, and with measurable outcomes.
As a CIOs, CTOs or transformation leaders, you will benefit from this blueprint to help your organization move from experimentation to full-scale deployment across workflows, departments, and industries.

What’s Inside
- A 3-stage enterprise adoption journey
Follow the path from early automation to orchestration to full business reinvention — with lessons from real-world implementations.
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The building blocks of agentic scale
Explore essential components like Agentic RAG, multi-agent orchestration, observability, guardrails, and platform foundations like AWS Bedrock. - A starting-point framework for Agentic AI workloads
Get a blueprint for embedding agentic systems into real-world business workflows, with defined scopes, policies, and escalation paths. - Cross-industry patterns from insurance to life sciences
See how organizations are applying the same agentic principles to compress claims cycles, accelerate research, and reinvent customer onboarding. - Strategic lessons from early adopters
Understand what separates successful enterprise implementations from stalled pilots, including the importance of internal-first rollout, experimentation, and platform thinking.