AWS Partner Network (APN) Blog

MLOps applies DevOps principles to machine learning, enabling organizations to efficiently develop, deploy, and manage models at scale. Eviden’s 10-step MLOps assessment examines existing models, establishes governance, creates self-service access, scales data analysis, registers models, enables feature re-use, provides data access, tests models at scale, deploys models, and enables API access. This end-to-end approach streamlines model creation and deployment while ensuring governance and consistency.

Many organizations struggle with data silos and manual processes. Apps Associates helps companies build modern data platforms using Amazon Redshift, which consolidates data sources, reduces manual effort, and unlocks valuable insights. The Apps Associates accelerators quickly integrate data from ERP/CRM systems into Redshift to enable advanced analytics while driving cost reductions and revenue growth.

Healthcare organizations have vast amounts of valuable but siloed data. A new solution from AWS Partners Redox, Cloudwick, and ClearDATA helps healthcare customers use AWS HealthLake to extract value from their data. Redox integrates and translates data into AWS, while ClearDATA provides 24/7 security and compliance, and Cloudwick Amorphic enables teams to quickly build analytics and workflows to improve care.

Brands struggle to deliver personalized customer experiences, giving competitors with real-time end-to-end personalization a competitive edge. Mastering personalization requires unifying customer data across systems into a Customer 360 view. RudderStack and AWS make building a Customer 360 in Amazon Redshift easy, as RudderStack handles complex data unification and automatically generates insights while Redshift provides a scalable, performant data warehouse.

Vcinity’s data movement and remote data access solutions enable enterprises to build continuous data pipelines that provide secure, performant access to distributed data. By extending high-speed networking protocols over wide area networks, Vcinity allows AWS services to operate on remote data as if it were local, reducing data transfer costs and latency. This enables real-time analytics, AI/ML model training, cloud migrations, and other use cases.

Uptycs and AWS Systems Manager integration provides automated, consistent deployment of Uptycs sensors across Amazon EC2 instances. This enhances security by ensuring full coverage, reducing misconfigurations, and streamlining management. Uptycs is an AWS Specialization Partner offering cloud-native application protection and endpoint detection and response. The integration leverages AWS Systems Manager’s capabilities for centralized instance management.

Organizations have data scattered across various systems and locations, and although data lakes help centralize data enterprises still rely on traditional systems. Data scientists need access to all data to extract insights for decisions. Starburst offers real-time access to distributed data, challenging the single-source model. Learn how Starburst Data Products enable creating, managing, and sharing curated datasets or data products from diverse sources to simplify analytics and accelerates insights without moving data.

Salesforce customers hosted on Hyperforce can now access services over the public internet. Some customers require dedicated, managed connections for compliance or reliability, but Salesforce Express Connect is incompatible with Hyperforce. For direct connectivity from on-premises to Hyperforce, AWS Direct Connect offers guaranteed bandwidth and an SLA. This post provides best practices on using AWS Direct Connect to access Hyperforce deployed on AWS.

Cisco Multicloud Defense is a highly scalable, on-demand as-a-service solution that provides cloud-native and flexible security to your multicloud infrastructure. It unifies security controls across cloud environments, protects workloads from multiple directions, and drives operational efficiency with automation and orchestration of cloud-native constructs. Cisco Multicloud Defense consists of two major components: Multicloud Defense Controller and Cisco Multicloud Defense Gateway.

Verana Health leverages an exclusive real-world data network and AI-enhanced data engine to transform healthcare data into curated, disease-specific data modules called Qdata. This powers Verana’s analytics solutions for real-world evidence generation, clinical trials, quality reporting, and registry data management to enhance patient care and quality of life. Through AWS Data Exchange and Amazon Redshift, Verana offers life sciences customers easy, convenient access to high-quality clinical real-world data for research.