Large language models (LLMs) now drive the most advanced conversational agents, creative tools, and decision-support systems. However, their raw output often contains inaccuracies, policy misalignments, or unhelpful phrasing—issues that undermine …
Maintaining model agility is crucial for organizations to adapt to technological advancements and optimize their artificial intelligence (AI) solutions. Whether transitioning between different large language model (LLM) families or upgrading …
This post was co-authored with Krišjānis Kočāns, Kaspars Magaznieks, Sergei Kiriasov from Sun Finance Group If you process identity documents at scale—loan applications, account openings, compliance checks—you’ve likely hit the …
Sun Finance automates ID extraction and fraud detection with generative AI on AWS Read More »
Modern enterprises face mounting challenges in extracting actionable insights from vast data lakes and lakehouses spanning petabytes of structured and unstructured data. Traditional analytics require specialized technical expertise in SQL, …
Unleashing Agentic AI Analytics on Amazon SageMaker with Amazon Athena and Amazon Quick Read More »
AI agents in production environments often need to reach internal APIs, databases, and private resources that sit behind Amazon Virtual Private Cloud (Amazon VPC) boundaries. Managing private connectivity for each …
Configuring Amazon Bedrock AgentCore Gateway for secure access to private resources Read More »
This post was co-written with Yash Munsadwala, Adam Hood, Justin Guse, and Hector Hernandez from PwC. Contract analysis often consumes significant time for legal, compliance, and procurement teams, especially when …
Extracting contract insights with PwC’s AI-driven annotation on AWS Read More »
When building AI agents, developers struggle with organizing memory across sessions, which leads to irrelevant context retrieval and security vulnerabilities. AI agents that remember context across sessions need more than …
Organizing Agents’ memory at scale: Namespace design patterns in AgentCore Memory Read More »
Vanguard is a global investment management firm, offering a broad selection of investments, advice, retirement services, and insights to individual investors, institutions, and financial professionals. We operate under a unique, …
Building AI-ready data: Vanguard’s Virtual Analyst journey Read More »
When AI agents connect to tools through the Model Context Protocol (MCP), they gain access to capabilities that range from database queries and API calls to file operations and third-party …
Run custom MCP proxies serverless on Amazon Bedrock AgentCore Runtime Read More »
Migrating a text agent to a voice assistant is increasingly important because users expect faster, more natural interactions. Instead of typing, customers want to speak and understand in real time. …
Migrating a text agent to a voice assistant with Amazon Nova 2 Sonic Read More »
