Category: Intermediate (200)

The growing demand for generative AI (GenAI) applications has led to a corresponding demand for compute resources that can run these workloads efficiently. In this post we share a step-by-step guide for optimizing GenAI inference workloads using AWS Graviton-based instances. We walk you through downloading Arcee AI SLMs, applying quantization techniques, and deploying models for efficient inference on AWS Graviton instances.

Data governance becomes increasingly important for Customers building large data lakes on Amazon Web Services (AWS) to democratize their access to data. AWS Lake Formation provides fine-grained data access permissions for AWS services like Amazon Redshift, Amazon Athena, and Amazon EMR. Dremio supports AWS Lake Formation data governance framework to create a consistent governance model for enterprise customers.

Modern organizations face challenges managing secrets across multiple environments, leading to security risks and operational complexities due to secrets sprawl across various storage locations and systems. Pulumi ESC provides a comprehensive solution by acting as a secure broker between applications and secrets providers, offering centralized control, robust Role-Based Access Control (RBAC), and seamless integration with cloud services like AWS Secrets Manager and Systems Manager Parameter Store, ultimately helping organizations enhance security while maintaining developer productivity.

As organizations rapidly adopt generative AI models in enterprise workflows, they face increasing security risks such as prompt injection attacks, model poisoning, and data extraction vulnerabilities. This blog demonstrates how Protect AI’s Guardian and Recon tools integrate with Amazon Bedrock to secure DeepSeek model deployments.

REGDATA’s Protection Suite (RPS) addresses a critical challenge faced by modern enterprises: balancing global scalability with data security and regulatory compliance. Through a partnership with AWS, REGDATA demonstrates how RPS integrates with Temenos banking platforms to enable financial institutions to maintain a single, global IT infrastructure while ensuring data protection across jurisdictions. The case study highlights how banks can modernize their operations without compromising regulatory requirements.

Organizations shouldn’t have to choose between protecting sensitive data and driving innovation. That’s why DataMasque, an Advanced AWS Technology Partner, is raising the bar on data privacy with automated masking solutions that transform how businesses handle sensitive information. By replacing real customer data with high-fidelity synthetic data, teams can develop, test, and analyze with confidence – all while maintaining regulatory compliance. Available on AWS Marketplace, DataMasque’s seamless integration with AWS services empowers customers to innovate faster while keeping sensitive data secure.

In the rapidly evolving landscape of Generative AI (GenAI), Orkes Conductor emerges as a powerful orchestration platform that helps organizations manage complex workflows, integrate with AWS services, and implement essential safeguards for GenAI applications. The platform offers pre-built LLM tasks, robust error handling, and monitoring capabilities, enabling developers to create sophisticated AI workflows while providing enterprise features like RBAC, audit logs, and versioning for supported applications.

Learn how an AWS Advanced Technology Partner, Langfuse, offers an open-source LLM engineering platform that helps developers monitor, debug, analyze, and iterate on their LLM applications. Langfuse LLM engineering platform helps enterprises gain visibility into their LLM applications while seamlessly integrating with Amazon Bedrock and other popular AI frameworks.

The challenge for clinicians involves the secure management and analysis of patient data from various medical sensors and monitoring devices. Learn how Vivalink’s Biometrics Data Platform on AWS is transforming patient care through secure, scalable, and intelligent biometric data management.

GYTPOL helps maintain continuous CIS compliance for Amazon EC2 instances through lightweight agents and AWS Security Hub integration. The solution provides real-time monitoring and flexible remediation options to address security misconfigurations across production servers, critical applications, and test environments. This comprehensive approach ensures security best practices are followed while allowing organizations to meet their benchmark goals without disrupting business operations.