{"id":29834,"date":"2025-11-18T17:34:39","date_gmt":"2025-11-18T10:34:39","guid":{"rendered":"https:\/\/renovacloud.com\/?post_type=story-pt&p=29834"},"modified":"2026-01-21T14:22:26","modified_gmt":"2026-01-21T07:22:26","slug":"acbs-modernizing-investment-research-and-advisory-with-gen-ai-on-aws","status":"publish","type":"story-pt","link":"https:\/\/renovacloud.com\/en\/success-stories\/acbs-modernizing-investment-research-and-advisory-with-gen-ai-on-aws\/","title":{"rendered":"ACBS: Modernizing Investment Research and Advisory with Gen AI on AWS"},"content":{"rendered":"

OVERVIEW<\/b><\/h2>\n

ACB Securities (ACBS), one of Vietnam\u2019s leading securities and investment service providers, is transforming its research and advisory operations through Generative AI. With the growing complexity of financial data and the rising expectations of investors, ACBS recognized the need to modernize its manual, time-consuming research process and provide faster, more consistent insights to both analysts and clients.<\/span><\/p>\n

To achieve this, ACBS partnered with <\/span>Renova Cloud<\/b>, an AWS Advanced Consulting Partner, to design and deploy a <\/span>Generative AI-powered Investment Analysis Assistant<\/b> built entirely on <\/span>Amazon Web Services (AWS)<\/b>. This intelligent platform automates investment research, generates concise financial summaries, and delivers real-time, conversational advisory services through a secure, compliant, and scalable cloud architecture.<\/span><\/p>\n

 <\/p>\n

KEY CHALLENGES<\/b><\/h2>\n

Operating in a fast-moving financial market, ACBS faced several operational and technological challenges:<\/span><\/p>\n

    \n
  • Manual Workflows:<\/b> Analysts spent hours consolidating financial data from multiple disconnected systems such as FiinTrade, spreadsheets, and market reports.<\/span><\/li>\n
  • Inconsistent Insights:<\/b> Lack of centralized knowledge base and automation led to variations in report quality and analytical depth.<\/span><\/li>\n
  • Compliance and Security:<\/b> Financial data handling required strict governance, traceability, and explainable AI outputs.<\/span><\/li>\n
  • Limited AI Expertise:<\/b> ACBS\u2019s internal team needed support in designing, deploying, and managing an enterprise-grade Gen AI environment.<\/span>
    \n<\/span><\/li>\n<\/ul>\n

     <\/p>\n

    SOLUTION<\/b><\/h2>\n

    Renova Cloud designed and implemented a <\/span>serverless, AI-driven research platform<\/b> on AWS, combining structured data analytics and unstructured document intelligence to empower analysts and investors alike.<\/span><\/p>\n

    \"ACBS
    Image 1. ACBS accelerates investment research with Gen AI on AWS built by Renova Cloud.<\/figcaption><\/figure>\n

     <\/p>\n

    1. Architecture & Deployment<\/b><\/h3>\n

    The solution integrates multiple AWS services together with an enterprise-grade AI framework-LangChain, into a unified and intelligent AI ecosystem.<\/span><\/p>\n