Product

Amazon Bedrock AgentCore

by Amazon

Also known as: Amazon Bedrock AgentCore

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Enterprise AI Integration Streamlines Retail Operations

HEMA builds internal AI assistant HAL using Amazon Bedrock and MCP

Retail / DTC › Warehouse Clubs, Supercenters, and Other General Merchandise Retailers › Warehouse Clubs and Supercenters
DataESB / iPaaS+1

HEMA, a 100-year-old Dutch retailer with over 750 stores, deployed HAL, an internal AI assistant built on Amazon Bedrock AgentCore and Model Context Protocol, to consolidate fragmented knowledge across disconnected wikis and portals into a single searchable layer. For commerce engineering teams, this shows how to unify internal knowledge infrastructure and expose it seamlessly within existing tools—reducing onboarding friction and accelerating decision-making without custom integrations per tool.

Enterprise platforms race to embed AI agents in commerce

Reactiv cuts mobile commerce configuration time 80% with Amazon Bedrock AgentCore

Media / Information Technology › Software Publishers
EcommerceLLM

Reactiv deployed a three-agent AI system on Amazon Bedrock AgentCore that automates mobile app updates for Shopify merchants, reducing configuration time from 17 hours to 3 hours and reaching production 33% faster. For commerce practitioners, this demonstrates how managed agent runtimes with persistent memory and native MCP support can compress manual content-management workflows into autonomous, scheduled operations.

Conversational AI transforms customer ordering and engagement

AWS deploys multimodal WhatsApp ordering assistant with Bedrock AgentCore

Food Service / Hospitality › Restaurants and Other Eating Places › Full-Service Restaurants
ESB / iPaaSLLM

AWS published a reference architecture for a multimodal WhatsApp ordering assistant built on Amazon Bedrock AgentCore and Amazon Nova 2, supporting text, voice notes, and voice calls through a single WhatsApp Business number with cross-channel customer memory. Commerce teams can now unify fragmented ordering channels (app, website, phone, counter) into one conversational interface that recognizes customers across text, voice, and call interactions without requiring app installation or sign-in.

Agentic AI transforms commerce operations and optimization

Motorway and AWS build production-ready AI agent evaluation blueprint

Retail / DTC › Automobile Dealers › New Car Dealers
LLM

Motorway and AWS developed an end-to-end evaluation pipeline for their dealer stock search agent that reduced incorrect results from 1 in 8 queries to 1 in 50, combining Strands Agents SDK with Amazon Bedrock AgentCore. Commerce teams can now adopt a three-layer evaluation framework and five-stage deployment pipeline to ensure AI agents perform reliably before production release.

Conversational AI transforms customer service across commerce

AWS builds AI restaurant host using Bedrock AgentCore and Nova 2 Sonic

Food Service / Hospitality › Restaurants and Other Eating Places › Full-Service Restaurants
LLM

AWS published a guide for building a voice-ordering system that answers restaurant phone calls, takes orders, and confirms them using Amazon Bedrock AgentCore and Amazon Nova 2 Sonic connected to a restaurant backend via the Model Context Protocol. Restaurants miss an average of 150 calls per location monthly, with 60 percent attempting to place orders or book tables—a direct-to-revenue problem that AI telephony agents can solve without pulling staff off the floor.

AI agents transform ecommerce operations and optimization

AWS and Mistral launch production ecommerce MCP server on Bedrock

Retail / DTC › Warehouse Clubs, Supercenters, and Other General Merchandise Retailers › Warehouse Clubs and Supercenters
DataLLM

Amazon Bedrock AgentCore and Mistral AI Studio now enable teams to build and deploy a production-ready ecommerce MCP server that handles product search, orders, reviews, and returns with built-in JWT authentication and data isolation. Commerce practitioners can reduce weeks of custom integration work and security overhead by using standardized MCP protocols with managed infrastructure instead of building separate integrations for each AI client.

Agentic AI transforms commerce operations and customer service

AWS launches Bedrock AgentCore for equipment repair diagnostics

Agriculture › Oilseed and Grain Farming › Rice Farming
ESB / iPaaSLLM

AWS published a guide to building an AI-powered equipment repair assistant using Amazon Bedrock AgentCore, Amazon Nova 2 Lite, and a Knowledge Base that indexes manufacturer documentation for diagnostic and parts recommendations. Field technicians and commerce operations can reduce equipment downtime and site visits by automating troubleshooting through natural language queries against indexed repair procedures.