From Company Split to Serverless Analytics
Optiwise was undergoing a pivotal company split and facing the challenge of enhancing its data management and analytics capabilities to support its AI-driven e-commerce platform. Threading Clouds executed a meticulous lift-modernize-shift AWS migration and created a comprehensive data lake utilizing AWS S3 for robust data storage, Lake Formation for streamlined setup and management, Glue for efficient data processing, and Athena for sophisticated querying. This transformation optimized Optiwise's analytical processes and elevated its capacity to drive informed decision-making and strategic insights in the competitive e-commerce landscape.
About Optiwise
Founded in 2018, Optiwise revolutionized e-commerce with Optiwise.ai, an AI-driven platform that simplifies selling on Walmart through intelligent content management and optimization. Their team of e-commerce experts, data scientists, and engineers empowers brands with tools for listing optimization, targeted ad campaigns, and real-time performance tracking.
What needed to change
Company Separation & Migration
Optiwise was embarking on a crucial phase of company reorganization, necessitating a seamless separation and migration of its data and digital infrastructure to a newly established AWS Organization without any disruption to operational capabilities.
Data Analytics Gap
The existing infrastructure lacked the analytical depth needed to extract actionable insights from vast e-commerce data. Optiwise needed a purpose-built data lake to deepen understanding of market dynamics, consumer behavior, and campaign performance.
Scalable, Cost-Effective Foundation
The solution needed to not only address immediate analytical needs but also provide a scalable, future-proof foundation for data-driven innovation—while maintaining cost efficiency as the business grew.
Why Threading Clouds
Optiwise needed a partner capable of managing both a complex AWS Organization migration and the simultaneous design of an advanced data lake, without disrupting their production e-commerce platform. Threading Clouds brought deep expertise in AWS migration strategies, data architecture, and serverless analytics services. Their ability to execute the dual challenge of organizational separation and data infrastructure modernization in a single coordinated engagement eliminated risk and accelerated time to value.
How we solved it
Threading Clouds crafted a holistic solution centered around the strategic migration of digital assets to a new AWS Organization and the development of a robust data lake. The migration was carefully planned to ensure zero disruption to ongoing operations. The data lake was built on AWS S3 for durable, cost-effective storage; AWS Lake Formation for centralized governance, security, and data catalog management; AWS Glue for ETL processing and data integration from RDS Aurora sources; and Amazon Athena for powerful, serverless querying directly against the data lake. VPC Peering connected the source Aurora databases to the Glue processing layer, enabling secure cross-account data movement.
What changed
The collaboration with Threading Clouds delivered key outcomes for Optiwise, streamlining their operational framework and enhancing their data analytics capabilities. The migration to a new AWS Organization was accomplished with minimal disruption, laying a stable foundation for operational continuity and future scalability. The deployment of the data lake significantly improved Optiwise's ability to analyze vast amounts of e-commerce data, leading to more nuanced insights into customer behavior and market trends that support smarter, data-driven decisions across the organization.
Results and benefits
Smooth Organization Migration
Complete migration to a new AWS Organization accomplished with minimal disruption, laying a stable foundation for Optiwise's operational continuity and future scalability during a critical company separation.
Enhanced Analytics Capabilities
Purpose-built data lake using S3, Lake Formation, Glue, and Athena significantly improved Optiwise's ability to analyze vast e-commerce datasets, delivering nuanced insights into customer behavior and market trends.
Scalable, Future-Proof Infrastructure
The serverless, AWS-native data architecture scales automatically with growing data volumes while maintaining cost efficiency—ensuring Optiwise's analytics foundation evolves with the business.
Continuing the partnership
With the data lake operational and the AWS Organization migration complete, Optiwise is positioned to expand its analytical capabilities further. Threading Clouds continues to support Optiwise in optimizing their data pipelines, exploring advanced analytics use cases including machine learning model training against the data lake, and evolving the infrastructure as data volumes and business requirements grow.
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