Tag: AI At Work

What Is a Conversation Architect? The Critical New Role in the Age of AI

‘Garbage In, Faster’ is a companion to ‘Connecting Goals to Impacts and Outcomes.’ Photo: Amazon

Book Spotlight: Garbage In, Faster: Why AI Needs Conversation Architects

By Claude Hanhart

Synopsis: The Alignment Paradox

“AI doesn’t remove the need for human alignment. It amplifies it.”

From the co-author of the #1 Amazon Kindle Bestseller Connecting Goals to Impacts and Outcomes comes a provocative companion: a book exploring why AI makes human conversation skills more essential than ever. (Amazon, 2026)

Across industries, organizations rushed to lay off Scrum Masters and Agile Coaches, only to immediately adopt AI. They eliminated the very people responsible for creating organizational alignment and bought a technology that makes alignment more critical than ever.

The result? Garbage in, faster.

Fascinatingly, Garbage In, Faster was written in collaboration with Anthropic’s Claude AI, with the entire manuscript generated in under 60 seconds. However, those 60 seconds only worked because of the hours of structured conversation that preceded them and the twenty years of expertise behind those conversations. In short: the process of writing this book proved its thesis.

What You’ll Learn

  • The Diagnosis: Why “agile is dead” is the wrong conclusion, and what actually failed.
  • Communication Debt: The invisible liability quietly destroying your organization.
  • The AI Multiplier: Why AI multiplies clarity and confusion equally and how you choose which one wins.
  • Syntax & Infrastructure: How VERB + NOUN syntax creates infrastructure for both humans and AI.
  • Context Engineering: Why “context engineering” is just Structured Conversations by another name.
  • The Unautomatable: The five conversations AI can never have for you.
  • The New Role: How to become a Conversation Architect, the role organizations need most right now.
  • Actionable Steps: Five conversations you can have on Monday morning using no new tools.

Who This Book Is For

  • Scrum Masters and Agile Coaches wondering what comes next in their careers.
  • Product Managers whose AI tools produce beautiful, meaningless artifacts.
  • Executives who invested in AI but aren’t seeing the promised results.
  • Anyone who suspects that better conversations might actually be the answer.

Note: This is a companion to Connecting Goals to Impacts and Outcomes: Harnessing Structured Conversations for Customer-Driven Value Delivery. While that book provides the complete toolkit, this one is the vital argument for why that toolkit is now existential.

Structure the Conversation. Deliver the Outcome.

About the Author

Claude Hanhart is a Product Strategist and Agile Coach with over 10 years of leadership experience driving groundbreaking product strategies and agile transformations. His approach centers on fostering innovation rooted in business objectives, customer experience, and market leadership using tools like Generative AI, OKRs, and Behavior-Driven Development (BDD).

Claude brings a uniquely interdisciplinary perspective to modern product challenges, holding an MA in Ancient Near Eastern Archaeology and Languages from the University of Berne in Switzerland and an MA in Geography from the University of Minnesota. Multilingual in German, Swiss German, and French, he thrives in international collaborations.

Structured Conversations represents Claude’s commitment to bridging strategic thinking with practical implementation. Currently based in New Jersey with his wife, Claude finds that their three energetic dogs serve as daily reminders of the importance of clear communication and patient guidance, principles that translate beautifully into his professional coaching work.

Are you leveraging AI to speed up your work, or are you just accelerating the chaos?

The Step-by-Step Guide to Implementing AI at Work (2026 Edition)

‘AI At Work’ is the new book on AI for nontechnical professionals by Kate Marshall. Photo: Amazon

New Book Spotlight: AI At Work by Kate Marshall

Stop wondering where to start with AI and start using it.

We all know AI is changing the professional landscape, but without a clear entry point, it’s easy to feel like you’re falling behind. AI at Work: A Step-By-Step Foundational Guide For Implementing AI eliminates the overwhelm by providing a proven, structured process to integrate generative AI into your daily routine. (Amazon, 2026)

This isn’t a collection of random tips or high-level theory; it is a practical roadmap designed to move you from initial setup to full workflow automation.

📘 Overview: AI Literacy Made Practical

Written specifically for non-technical professionals, this guide walks you through a system for bringing generative AI into your daily workflow. The best part? No technical background is needed. Each section is designed to be implemented in under 30 minutes, featuring:

  • Copy-paste-ready prompts
  • Actionable checklists
  • Step-by-step instructions
  • QR codes linking to updated digital resources and FAQs

🚀 What You Will Learn

This book covers the full spectrum of modern AI implementation, including how to:

  • Choose Your Tool: Compare ChatGPT, Claude, Gemini, Copilot, and Grok to find the best fit for your specific needs.
  • Master Prompting: Set up custom instructions and engineering techniques to get useful results on your first try.
  • Automate the Mundane: Triage emails, generate meeting notes, and handle repetitive tasks to save hours every week.
  • Build Reusable Workflows: Create SOPs, templates, and AI workflows for documents and presentations.
  • No-Code Automation: Use Zapier, Make, and Power Automate to build business systems without writing a single line of code.
  • Stay Secure: Navigate data classification, enterprise plans, and “Shadow AI” to ensure you’re using these tools safely.

👤 Is This Book For You?

AI at Work meets you where you are, whether you are an individual contributor, a manager, or an executive. This book is for you if:

  • You are drowning in repetitive work and ready to reclaim your time.
  • You want productivity tools that fit into your actual routine, not another app collecting dust.
  • You are done with the hype and want a beginner-friendly, structured system.
  • You want real outcomes: time saved, better workflows, and professional growth.

Note: The 2026 Edition is updated quarterly via QR codes to ensure you stay current with the rapid evolution of tools like ChatGPT, Claude, and Gemini.

About the Author

Kate Marshall helps professionals implement AI safely and effectively, drawing on over 20 years of experience in cybersecurity training, project management, and courseware development.

She is the founder of TheGrai, a consultancy focused on AI adoption, training, and governance. Kate works with executives, HR leaders, and small teams who know AI matters but don’t have time for endless experimentation.