Map events, data sources and KPIs in a one-hour session.
Draft an event-driven blueprint using Lambda, API Gateway and supporting services.
Deploy infrastructure as code, integrate CI/CD and enforce least-privilege security.
Tune memory, concurrency and observability for peak performance and cost control.
VP Engineering, QuickCart
Masterworks was locked into an expensive SaaS ML platform that pushed hosting fees sky-high, slowed model iteration, and risked vendor lock-in.
Avahi rebuilt the end-to-end pipeline on AWS, using Lambda functions to trigger Matillion ETL jobs, SageMaker training, and S3 updates, migrating 200 propensity models in just eight weeks.
Hosting and licensing spend reduced 75 percent
200 ML models migrated before contract renewal came due
Faster training and inference, improving campaign speed
Internal team enabled with detailed run-books for easy self-service
Node.js, Python, Java, Go, .NET, Ruby and custom runtimes via container images.
Provisioned Concurrency and warm-up strategies keep function start times consistently low.
You pay for request count and compute time rounded to the nearest millisecond, plus any Provisioned Concurrency you reserve.
