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GenAI Innovation Workshop – RAG Your Own Data

CloudZone’s GenAI Innovation Workshop is a hands-on, results-driven engagement designed to empower organizations with the knowledge, tools, and best practices to harness Generative AI (GenAI) using Retrieval-Augmented Generation (RAG) frameworks on AWS. Led by CloudZone architects and AI experts, this workshop walks your team through the end-to-end process of building GenAI capabilities with your own data — securely, efficiently, and aligned with your business use cases. The workshop includes curated demos, live exercises, and an actionable roadmap tailored to your technical maturity. This solution is ideal for organizations looking to unlock the value of unstructured content (emails, documents, chats, PDFs, etc.) by combining it with powerful Foundation Models (FMs) — without the need to train models from scratch.

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About

Key Benefits

• End-to-End GenAI Enablement: From prompt engineering to secure knowledge base creation and Bedrock agents, we cover everything you need to start building.

• Live RAG Implementation: Apply Retrieval-Augmented Generation techniques on your own datasets in a secure environment.

• Multi-Disciplinary Guidance: Delivered by cloud architects and AI specialists with a focus on operationalizing GenAI at scale.

• Frameworks & Toolkits: Includes modular templates for deploying on Amazon Bedrock, Amazon OpenSearch, and other native AWS services.

• Security & Compliance Focus: Adheres to AWS security best practices, including isolation, encryption, and IAM policies.

Workshop models

Introduction to GenAI & RAG - Understand foundational concepts, business applications, and AWS GenAI stack.

Data Preparation & Indexing - Identify and transform internal documents and data sources for optimal ingestion.

Building RAG Pipelines - Connect FMs with enterprise knowledge via embeddings, vector databases, and Bedrock.

Prompt Engineering & Evaluation - Learn techniques to fine-tune prompts for accuracy, safety, and relevance.

Deploying Agents on Amazon Bedrock - Create interactive agents powered by custom instructions, knowledge bases, and actions.

Roadmap & Governance Planning - Establish next steps, PoC plans, and organization-specific guardrails.

Ideal For:

• Organizations of all sizes looking to explore or accelerate their use of Generative AI

• Teams managing large volumes of documents, content, or internal knowledge

• Product leaders, architects, and developers aiming to embed AI-powered features

• Public sector bodies and regulated industries seeking secure, responsible AI adoption

• Business and innovation units interested in practical, hands-on GenAI applications

• Anyone seeking to deepen their understanding of modern AI capabilities

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