Automat-it Modern Data Stack & Analytics Infrastructure Accelerator

Automat-it’s Modern Data Stack & Analytics Infrastructure Accelerator is a professional services engagement that designs, builds, and operates data infrastructure on AWS.

Startups and scaleups generating increasing volumes of data need reliable infrastructure to store, move, transform, and query that data at scale. Building data platforms in-house diverts engineering resources away from product development, and gaps in data architecture lead to performance bottlenecks, escalating costs, and unreliable analytics.

The Automat-it Modern Data Stack & Analytics Infrastructure Accelerator covers data warehouse implementations on Amazon Redshift, data lake architectures using Amazon S3 and AWS Lake Formation, ETL/ELT pipeline development with AWS Glue, real-time streaming systems using Amazon Kinesis and Amazon MSK, analytics platforms with Amazon Athena and Amazon QuickSight, and modern data mesh architectures with Apache Iceberg table formats.

Each engagement follows a structured approach: data requirements analysis, architecture design aligned to the AWS Well-Architected Framework, iterative implementation with infrastructure as code, performance tuning, and knowledge transfer. Whether you need a first data warehouse, a streaming pipeline processing millions of events, or a self-service analytics layer for your business teams, Automat-it delivers production-ready data infrastructure in weeks.

Results include 30% cloud cost reduction for Penlink’s data analysis platform through architecture optimization during migration. Automat-it is an AWS Premier Tier Services Partner with 11 AWS competencies, 500+ AWS certifications, and 150+ engineers focused exclusively on AWS.

The solution focuses exclusively on data infrastructure: how data is stored, moved, transformed, and queried. AI/ML model workloads and general application infrastructure are handled by separate Automat-it solutions, keeping each engagement focused and efficient.