AWS Machine Learning Blog

MARCH 10, 2025

We walk through the journey Octus took from managing multiple cloud providers and costly GPU instances to implementing a streamlined, cost-effective solution using AWS services including Amazon Bedrock, AWS Fargate , and Amazon OpenSearch Service.

AWS 111

AWS Database AI AI 111

Flipboard

APRIL 23, 2025

Solution overview The NER & LLM Gen AI Application is a document processing solution built on AWS that combines NER and LLMs to automate document analysis at scale. The system then orchestrates the creation of necessary model endpoints, processes documents in batches for efficiency, and automatically cleans up resources upon completion.

AWS 108

AWS ML ML AI 108

Pickl AI

DECEMBER 10, 2024

Its in-memory processing capabilities allow organisations to execute queries and computations at lightning-fast speeds, even when handling massive datasets. The systems architecture combines Oracles hardware expertise with software optimisation to deliver unmatched performance.

Database 52

Database Analytics Analytics Business Intelligence 52

AWS Machine Learning Blog

MARCH 13, 2025

Agent broker methodology Following an agent broker pattern, the system is still fundamentally event-driven, with actions triggered by the arrival of messages. New agents can be added to handle specific types of messages without changing the overall system architecture.

AI 95

AI AI AWS Artificial Intelligence 95