Amazon API Gateway

4 use cases using this technology

4published use cases

4industries

4countries on record

Generative AI

top AI capability

Evidence mix: High 4 · Medium 0 · Low 0 — bands are computed from each record's evidence signals.

Industry

Country

4 use cases

Government & Public SectorAgentic AIGenerative AI

The Network Builds an Agentic AI Research Agent on AWS to Fight Human Trafficking

Nonprofit The Network, which tracks thousands of illicit massage businesses in the United States that are linked to human trafficking, is building an agentic AI research agent on Amazon Bedrock with Anthropic's Claude Sonnet 4.5. The agent autonomously performs the research protocols human investigators follow to verify whether businesses in its database are still operating. The solution is currently in the testing phase, with full rollout planned for later in 2026.

The Network· United StatesAmazon Bedrock · AWS Lambda · Amazon API Gateway +1

InsurancePredictive Analytics

Eazy Asigurari Builds an ML-Driven Insurance Pricing Engine on Amazon SageMaker AI

Romanian cloud-native insurer Eazy Asigurari built a proof of concept for a data-driven pricing engine using Amazon SageMaker AI, AWS Glue, Amazon API Gateway, Amazon RDS for PostgreSQL and Amazon DynamoDB. The ML models backtest premiums and highlight potential deviations across thousands of customer segments, with the actuarial team reviewing all ML outputs before informing pricing decisions. The proof of concept was completed within 2 months and the insurer reduced data analysis time by up to 80 percent.

Eazy Asigurari· RomaniaAWS Glue · Amazon API Gateway · Amazon RDS for PostgreSQL +2

HealthcarePredictive AnalyticsDocument IntelligenceGenerative AI

Sanofi Drives Scientific Innovation with AI on AWS for Real-Life Patient Impact

Paris-based Sanofi's Digital Accelerator built eight AI-powered products on AWS in 18 months, including a marketing suite deployed across 18 countries, using Amazon SageMaker for ML development and condensing advanced analytics processes that took 6 months down to 1 month.

Sanofi· FranceAmazon SageMaker · Amazon SageMaker Studio · AWS Lambda +7

Financial ServicesRetrieval-Augmented GenerationGenerative AILarge Language Models

NewDay lifts generative AI agent-assist accuracy from 60% to over 90%

NewDay, whose contact centre handles 2.5 million calls a year, built NewAssist, a generative AI assistant on Amazon Bedrock using Retrieval Augmented Generation, out of an internal hackathon. Through iterative experiments — including a custom parser for its knowledge base and injecting internal acronyms into prompts — NewDay raised NewAssist's accuracy from below 60% to over 90%, cut the average time to retrieve an answer from 90 seconds to 4 seconds, and rolled it out to over 150 agents, running on serverless AWS infrastructure for under $400 a month.

NewDay· United KingdomAmazon Bedrock · AWS Fargate · AWS Lambda +8