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    Secure Generative AI Assistant (RAG) on AWS: Design and Implementation

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    Cody Solutions (Cody Ukraine LLC) designs and deploys a secure retrieval-augmented generation (RAG) AI assistant inside your AWS account, so your data never leaves your environment.

    Overview

    Cody Solutions (Cody Ukraine LLC) designs and implements retrieval-augmented generation (RAG) AI assistants that answer questions over your organisation's own documents and data. The assistant is deployed inside your AWS account, ensuring that sensitive data never leaves your environment.

    Scope of the Service

    Discovery: We begin with a structured discovery phase to identify use cases, document sources, access rules, language requirements and success criteria tailored to your organisation.

    Architecture on AWS: We design and build the full solution stack--document ingestion and indexing, retrieval layer, LLM integration, API and user interface--using AWS serverless and managed services including Amazon Cognito, Amazon API Gateway, AWS Lambda, Amazon SQS and Amazon S3.

    Controlled Data Access: The assistant connects to your data through read-only connectors with role-based access control. Every answer is grounded in retrieved sources and includes references, so users see only the content they are entitled to.

    Security and Responsible AI: The solution includes encryption at rest and in transit, audit logging of every interaction, output controls and human-in-the-loop review where required. Delivery is carried out under ISO/IEC 27001:2022 and ISO/IEC 42001:2023 certified management systems.

    Testing, Handover and Support: We conduct quality evaluation of answers, user acceptance testing, full documentation, knowledge transfer and post-launch support to ensure your team can operate the solution independently.

    Proven Delivery Experience

    Cody has delivered an LLM-based AI assistant with read-only controlled data access and grounding for Arab Bank (Switzerland), a data platform with ML workloads on AWS, and an environmental information management platform on AWS for UNDP Guyana. Since 2023 the company has completed nine contracts for government bodies and international organisations, including UNDP, UNESCO and Government of Ukraine.

    Engagement Model

    Engagements are available as fixed-scope or time-and-materials, determined after a short discovery call to understand your requirements.

    Highlights

    • RAG assistant deployed inside your own AWS account with read-only data access and answers grounded in cited sources, ensuring data never leaves your environment.
    • Role-based access control, encryption, audit logging, and output controls delivered under ISO/IEC 27001:2022 and ISO/IEC 42001:2023 certified management systems.
    • Proven track record: LLM assistant for Arab Bank (Switzerland), AWS platforms for UNDP and UNESCO, and nine government and international-organisation contracts completed since 2023, including for Government of Ukraine.

    Details

    Delivery method

    Deployed on AWS
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    Pricing

    Custom pricing options

    Pricing is based on your specific requirements and eligibility. To get a custom quote for your needs, request a private offer.

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    Legal

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    Support

    Vendor support

    Cody Ukraine LLC provides post-launch support as part of the engagement, including documentation and knowledge transfer. For inquiries or support requests, contact the team at contact@codyua.com .