AWS Data Lab

Come with an idea, leave with a solution.

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Reach out to your AWS Account Manager or Solutions Architect to get started. If you do not have an AWS account team, please contact Sales.


AWS Data Lab is a four-day intensive engagement between a team of customer builders and AWS technical resources to create tangible deliverables that accelerate data and analytics modernization initiatives.

During the lab, Data Lab Solutions Architects and Database and Analytics service experts support the customer by offering prescriptive architectural guidance, sharing best practices, and removing technical roadblocks. At the end of the lab, the customer team leaves with a well-architected prototype, a path to production, greater knowledge of AWS Database and Analytics services, and strengthened relationships with AWS technical service experts.


Example Use Cases

Database Migrations

Design and test a process to non-disruptively migrate application back-ends from Oracle and SQL Server to Aurora, at scale.

Data Lake Creation

Enhance a “bare-bones” Data Lake with automated security, access, and data preparation pipelines to enable both the customer’s data scientists' needs and enable future machine learning projects.


Predictive Analytics

Design a serverless Next Generation Medical Network for patient validation and rapid, scalable workflows connecting payers and providers.

Graph and microservices development

Replace a legacy Oracle-based e-commerce solution with a microservices and serverless modern system using Aurora, DynamoDB, ElastiCache, and Elasticsearch.

Primary Customer Benefits


Architecture design session

Through a series of calls with an AWS Solutions Architect, you will walk through your business use case, explore the current environment, and discuss technical needs for the Data Lab in order to develop a plan for building while your team is onsite.



Accelerated prototype development

By uniting customer builders with AWS service experts in a hands-on, 4 day lab, we significantly accelerate a customer’s journey to production for a new mission-critical project using AWS services featuring Database, Analytics, and ML services. AWS Data Lab empowers customers to quickly architect and build data-centric solutions with confidence.




On-site with Amazon Experts

AWS Data Lab provides 1:1 access to service experts such as product managers and specialist architects. These experts will engage based on your level of need to deep dive, help troubleshoot, and review best practices.

AWS Data Lab Customers