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Notes from real deployments, covering what actually works when you are building or running a contact center.

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AgentHub queue and team visibility dashboardAmazon Connect

AgentHub for Amazon Connect: Team Visibility, Agent Chat, and Call Parking

An Amazon Connect agent can see the customer interaction in front of them. But can they see who else is available, what is happening in the queues they support, or which teammate can help right now? That missing team awareness matters. Contact-center…
Amazon Connect CI CD team workflow illustrationAmazon Connect

A Safer CI/CD Pipeline for Amazon Connect Customer

A contact center can be changed in minutes. Recovering from a bad production change can take much longer. Amazon Connect gives teams powerful APIs and infrastructure-as-code options, but a safe release process needs more than an upload script.…
AI answers and actions contact center illustrationAI Solutions

Your Amazon Connect Platform Changed in 2026. Did Anyone Tell You?

Your Amazon Connect Platform Changed in 2026. Did Anyone Tell You? At the beginning of 2026, AWS began rolling out a remarkable range of new Amazon Connect capabilities. Existing contact centers can now take advantage of AI-powered customer…
AWS first LangGraph and CrewAI comparison diagramAI Solutions

AWS Bedrock, LangGraph, or CrewAI? Choosing an AI Stack That Survives Production

Executive summary: Amazon Bedrock, LangGraph, and CrewAI are not three competing versions of the same product. Amazon Bedrock supplies managed access to AI models and supporting services. Frameworks such as Strands Agents, LangGraph, and CrewAI…
AI for Small to Medium Businesses book coverAI Solutions

AI for Small to Medium Businesses

AI for Small to Medium Businesses A Practical Guide to Solving Real Business Problems with AI Artificial Intelligence is everywhere. Every day there's another announcement, another chatbot, another promise that AI will…
AI for Answers and AI for Action comparison infographicAI Solutions

AI Agents, Prompts, Guardrails and Conversational AI in Amazon Connect Customer<

AI Agents, Prompts, Guardrails and Conversational AI in Amazon Connect Customer The contact center is rapidly evolving from scripted automation into intelligent orchestration powered by Generative AI. What was…
AI customer service agent illustrationAI Solutions

The Biggest Amazon Connect Upgrade You Probably Missed

There’s been a quiet but profound shift inside Amazon Connect — and many businesses haven’t noticed it yet. Between AWS re:Invent 2025 and the January 2026 rollout, Conversational AI, AI Agents, Prompts, and Guardrails were introduced…
AWS search services options illustrationAI Solutions

The DrVoIP AWS "Search Solutions" Guide

which search service should I use One of the most common questions we hear from clients building on AWS especially those exploring generative AI is which search service should I use? AWS offers four distinct search and query services, each…
AI for Answers and AI for Action comparison infographicAI Solutions

Smart Answer or Smart Action?

The AI. Decsion that determnins cost and ROI Most businesses are rushing into AI and asking the wrong question. They ask: “What tool should we use?” The better question is: Do we need AI that answers… or AI that acts? That…
Amazon Connect and Bedrock agentic architecture comparisonAI Solutions

Where Contact Center AI Stops — and Agentic Applications Begin

Not all AI is agentic - by design Artificial intelligence is moving quickly, and with that speed comes confusion — especially when very different technologies are described using the same words. Amazon Connect’s recent release…
Voice agent speech and knowledge flow diagramAI Solutions

AWS Certified Generative AI Developer Pro - Study Guide

AIF-01 Generative AI Developer Pro Certification This study guide by Peter S. Buswell prepares candidates for the AWS Certified Generative AI Developer – Professional (AIP-C01) exam. The text outlines essential technical domains, including…
Conversational AI contact center illustrationAI Solutions

Real-Time Language Translation in Amazon Connect — Without Bots

Global customer service has always faced a hard limitation: language. Until now, solving it usually meant IVR language trees, offshore agent pools, or pushing customers to yet another chatbot. Each option adds friction — and often…

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Amazon Connect Planning Guide - 2026 Edition

A practical planning guide covering discovery questions, architecture options, and a realistic checklist for moving a call center onto Amazon Connect, built from more than 100 real deployments.