Artificial Intelligence
Author: Piyali Kamra
Piyali Kamra is a seasoned enterprise architect and a hands-on technologist who has over 21 years of experience building and executing large scale enterprise IT projects across geographies.She believes that building large scale enterprise systems is not an exact science but more like an art, where you can’t always choose the best technology that comes to one’s mind but rather tools and technologies must be carefully selected based on the team’s culture , strengths , weaknesses and risks , in tandem with having a futuristic vision as to how you want to shape your product a few years down the road.
Hands-free first notice of loss: Using Strands Agents and Amazon Bedrock AgentCore Browser Tool for intelligent claims intake
In this post, we demonstrate how a hands-free FNOL intake system combines agents built with the Strands Agents SDK for domain reasoning with Amazon Bedrock AgentCore Browser Tool for live portal interaction. This approach preserves human expertise while removing repetitive screen work.
Build a domain‐aware data preprocessing pipeline: A multi‐agent collaboration approach
In this post, we introduce a multi-agent collaboration pipeline for processing unstructured insurance data using Amazon Bedrock, featuring specialized agents for classification, conversion, and metadata extraction. We demonstrate how this domain-aware approach transforms diverse data formats like claims documents, videos, and audio files into metadata-rich outputs that enable fraud detection, customer 360-degree views, and advanced analytics.
Streamline workflow orchestration of a system of enterprise APIs using chaining with Amazon Bedrock Agents
In this post, we explore how chaining domain-specific agents using Amazon Bedrock Agents can transform a system of complex API interactions into streamlined, adaptive workflows, empowering your business to operate with agility and precision.