
Move and modernize your workloads on AWS, automate operations, and build intelligent experiences with Agentic AI.

Building practical Agentic AI solutions that understand, reason and act across real business workflows.
Learn More
Studying businesses, industries and market signals to uncover opportunities where technology can create measurable value.
Learn More
Working with organizations to identify high-impact opportunities and transform operations, customer experiences and digital infrastructure.
Learn More
Using AI to simplify billing, VAT, financial records, reporting and everyday finance operations.
Learn More
Experimenting, prototyping and validating new cloud, AI and digital solutions to turn promising ideas into real-world systems.
Learn More
Industry–academia collaboration, beginning with AWS Certification Excellence
Learn MoreThe AWS WhisperX Deep Learning Container packages Whisper, wav2vec2 forced alignment, and speaker diarization into a GPU-ready image. Learn how to deploy it to Amazon SageMaker AI real-time and asynchronous endpoints for word-level, speaker-labeled transcription, plus the production details that matter: the GPU AMI pin, scaling, and cost controls.
Read more