--- title: Red Oak Strategic - AWS Machine Learning & Artificial Intelligence description: An AWS Partner, providing data science, engineering, analytics and data strategy consulting to corporate, finance, political and other clients. --- [Skip to content](https://www.redoakstrategic.com/machine-learning-and-ai#main-content) [![Red Oak Logo White](https://www.redoakstrategic.com/hs-fs/hubfs/Red%20Oak%20Logo%20White.png?width=203&height=58&name=Red%20Oak%20Logo%20White.png) ](https://www.redoakstrategic.com?hsLang=en) - [About Red Oak Strategic](https://www.redoakstrategic.com/about) - [Services](https://www.redoakstrategic.com/services) Show submenu for Services - [AWS Cloud Migration](https://www.redoakstrategic.com/cloud-migration) - [AWS Cloud Solutions](https://www.redoakstrategic.com/aws-cloud-solutions) - [Data & Analytics](https://www.redoakstrategic.com/data-and-analytics) - [Serverless & Automation](https://www.redoakstrategic.com/serverless-and-automation) - [Machine Learning & AI](https://www.redoakstrategic.com/machine-learning-and-ai) - [Business Intelligence](https://www.redoakstrategic.com/business-intelligence) - [Security](https://www.redoakstrategic.com/security) - [Consulting](https://www.redoakstrategic.com/consulting) - [Audience Segmentation](https://www.redoakstrategic.com/audience-segmentation) - [Resources](https://blog.redoakstrategic.com) Show submenu for Resources - [Blog](https://blog.redoakstrategic.com) - [Videos](https://www.redoakstrategic.com/videos) - [Contact Us](https://www.redoakstrategic.com/contact) - [Careers](https://www.redoakstrategic.com/careers) Open main navigation Close main navigation - [About Red Oak Strategic](https://www.redoakstrategic.com/about) - [Services](https://www.redoakstrategic.com/services) Show submenu for Services - [AWS Cloud Migration](https://www.redoakstrategic.com/cloud-migration) - [AWS Cloud Solutions](https://www.redoakstrategic.com/aws-cloud-solutions) - [Data & Analytics](https://www.redoakstrategic.com/data-and-analytics) - [Serverless & Automation](https://www.redoakstrategic.com/serverless-and-automation) - [Machine Learning & AI](https://www.redoakstrategic.com/machine-learning-and-ai) - [Business Intelligence](https://www.redoakstrategic.com/business-intelligence) - [Security](https://www.redoakstrategic.com/security) - [Consulting](https://www.redoakstrategic.com/consulting) - [Audience Segmentation](https://www.redoakstrategic.com/audience-segmentation) - [Resources](https://blog.redoakstrategic.com) Show submenu for Resources - [Blog](https://blog.redoakstrategic.com) - [Videos](https://www.redoakstrategic.com/videos) - [Contact Us](https://www.redoakstrategic.com/contact) - [Careers](https://www.redoakstrategic.com/careers) ##### AWS Cloud Solutions # Machine Learning & AI ### Leverage the latest AI machine learning & tools Many organizations are faced with the challenge of how to build, scale and deploy the proper infrastructure to leverage machine learning for their business. Red Oak Strategic and AWS can make it simpler. AWS offers the flexibility for numerous types of technical frameworks to fit your business, and the option to leverage existing AWS ML services or build customized machine learning code in R, Python or other languages. Diverse across industries, the Amazon Cloud allows for handling of a wide variety of data types, algorithms and business goals and offers your business the ability to customize machine learning and AI to meet your KPIs and needs. Whether you want to build AI solutions, incorporate AI into your analytics, or build machine learning algorithms to help with predictive and descriptive analytics, Red Oak can help. We are experts in deploying AWS tools like EMR, Redshift, SageMaker, QuickSight and even customized machine learning code to solve complex decisions in your organization's data. ## By leveraging  AWS, Red Oak Strategic can: - ![](https://www.redoakstrategic.com/hubfs/check.png)Deliver custom built, highly accurate and efficient ML/AI models - ![](https://www.redoakstrategic.com/hubfs/check.png)Offer experience in large-scale ML/AI implementations - ![](https://www.redoakstrategic.com/hubfs/check.png)Access the latest ML and AI tools - ![](https://www.redoakstrategic.com/hubfs/check.png)Deliver tailored technology deployments to meet exact needs and budgets ## AWS Machine Learning & AI services ![aws-data](https://www.redoakstrategic.com/hs-fs/hubfs/aws-data.png?width=200&height=235&name=aws-data.png "aws-data") - [Amazon Sagemaker ](https://www.redoakstrategic.com/machine-learning-and-ai#) - [Amazon Bedrock ](https://www.redoakstrategic.com/machine-learning-and-ai#) - [Generative AI ](https://www.redoakstrategic.com/machine-learning-and-ai#) - [Predictive Analytics ](https://www.redoakstrategic.com/machine-learning-and-ai#) - [Custom Machine Learning Models ](https://www.redoakstrategic.com/machine-learning-and-ai#) ## Red Oak Framework ![vision-alignment-icon](https://www.redoakstrategic.com/hs-fs/hubfs/vision-alignment-icon.webp?width=107&height=101&name=vision-alignment-icon.webp) ### Vision Alignment We begin with a discovery session to understand your goals, challenges, and vision. Together, we validate how Red Oak and AWS can help you achieve success. This ensures we’re aligned on objectives and ready to build a solution that delivers real value for your business. ![needs-assessment-icon](https://www.redoakstrategic.com/hs-fs/hubfs/needs-assessment-icon.webp?width=106&height=101&name=needs-assessment-icon.webp) ### Needs Assessment We perform a detailed technical analysis to evaluate your IT environment, focusing on cost efficiencies, security, and compliance. We also conduct a business analysis to understand your operational needs, goals, and desired outcomes. ![solution-design-icon](https://www.redoakstrategic.com/hs-fs/hubfs/solution-design-icon.webp?width=107&height=101&name=solution-design-icon.webp) ### Solution Design & Strategy We develop a detailed proposal with clear deliverables, timelines, and cost breakdowns. This includes outlining a phased approach to timely execution while meeting your unique needs. ![implementation-optimization-icon](https://www.redoakstrategic.com/hs-fs/hubfs/implementation-optimization-icon.webp?width=107&height=101&name=implementation-optimization-icon.webp) ### Implementation & Optimization Once the strategy is set, we deploy solutions in carefully planned phases, keeping you informed through regular updates. We collaborate closely with your team to ensure smooth transitions and optimal outcomes. ![ongoing-support-icon](https://www.redoakstrategic.com/hs-fs/hubfs/ongoing-support-icon.webp?width=106&height=101&name=ongoing-support-icon.webp) ### Ongoing Support Our partnership doesn’t end at deployment. We provide managed services to act as an extension of your IT team, offering ongoing cloud management and support. We also identify opportunities for continued improvement and scalability, helping you grow, adapt, and make the most of your investment. ## View our most recent case study [![](https://www.redoakstrategic.com/hubfs/pexels-karola-g-5717760.jpg) ](https://blog.redoakstrategic.com/a-serverless-aws-pattern-for-managing-etl-logging-at-scale-part-3?hsLang=en) [Data](https://blog.redoakstrategic.com/tag/data?hsLang=en) [Data](https://blog.redoakstrategic.com/tag/data?hsLang=en) ### [A Serverless AWS Pattern for Managing ETL Logging at Scale - Part 3](https://blog.redoakstrategic.com/a-serverless-aws-pattern-for-managing-etl-logging-at-scale-part-3?hsLang=en) ## **Introduction** This final installment in the series focuses on the visualization and operationalization of gathered telemetry. It details how the underlying log tracking architecture is surfaced through Amazon Quick, utilizing SPICE-backed datasets, private... [Raman Kadariya](https://blog.redoakstrategic.com/author/raman-kadariya?hsLang=en) Thu, 23 July 2026 [ Read more ](https://blog.redoakstrategic.com/a-serverless-aws-pattern-for-managing-etl-logging-at-scale-part-3?hsLang=en) ## View our AWS Cloud Solutions - [ AWS Cloud Migration ![](https://www.redoakstrategic.com/hubfs/movingarrow.png) ](https://www.redoakstrategic.com/cloud-migration?hsLang=en) - [ Data Analytics ![](https://www.redoakstrategic.com/hubfs/movingarrow.png) ](https://www.redoakstrategic.com/data-and-analytics?hsLang=en) - [ Serverless & Automation ![](https://www.redoakstrategic.com/hubfs/movingarrow.png) ](https://www.redoakstrategic.com/serverless-and-automation?hsLang=en) - [ Machine Learning & AI ![](https://www.redoakstrategic.com/hubfs/movingarrow.png) ](https://www.redoakstrategic.com/machine-learning-and-ai?hsLang=en) - [ Business Intelligence ![](https://www.redoakstrategic.com/hubfs/movingarrow.png) ](https://www.redoakstrategic.com/business-intelligence?hsLang=en) - [ Security ![](https://www.redoakstrategic.com/hubfs/movingarrow.png) ](https://www.redoakstrategic.com/security?hsLang=en) ## Talk to us Start leveraging the full potential of AWS cloud consulting services with Red Oak Strategic. Get in touch. [![Red Oak Strategic](https://www.redoakstrategic.com/hubfs/logo-footer.png "Red Oak Strategic")](https://www.redoakstrategic.com/home-new?hsLang=en) - [About Red Oak Strategic](https://www.redoakstrategic.com/about) - [AWS Cloud Solutions](https://www.redoakstrategic.com/aws-cloud-solutions) - [Services](https://www.redoakstrategic.com/consulting) - [Resources](https://blog.redoakstrategic.com) - [Contact Us](https://www.redoakstrategic.com/contact) ##### STAY CONNECTED WITH OUR NEWSLETTER Receive our updates, best practices and latest news straight to your inbox - [Privacy Policy](https://www.redoakstrategic.com/privacy-policy) © 2025 Red Oak Strategic [↑](https://www.redoakstrategic.com/machine-learning-and-ai#) ![](https://px.ads.linkedin.com/collect/?pid=5554252&fmt=gif)