"But ChatGPT Can Already Do This." How to Make the Case for Conversation Design.
When someone says ChatGPT can handle it, here is how to explain why conversation design still matters for your business and your customers.
Conversational AI & CX Strategy Blog
Expert insights on conversational AI, prompt engineering, chatbot design, and the future of AI customer experience.
How Your AI Should Handle an Angry Customer (Hint: Not Like a Human Would)
Mirroring human empathy often backfires in AI. Learn a better approach to designing AI behavior for the toughest customer moments.
Designing for the Moment AI Gets It Wrong: A Conversation Designer's Guide to Failure
Every AI will get something wrong. Learn how to design failure messages that keep trust and guide customers to real help.
Who Owns the Words Your AI Says? (And Why Nobody Knows)
In most companies, nobody owns the language their AI uses with customers. Here is why that is a problem and how to fix it.
Your AI Does Not Need Better Models. It Needs a Content Design System.
Most AI chatbots fail not because of bad models but because of missing language standards. A content design system fixes that.
How to Write a System Prompt for Customer Support Chatbots
A step-by-step guide to writing system prompts that control tone, scope, and escalation — written so any business owner can follow it.
What Is Anthropic's Claude Mythos? What Enterprise Teams Need to Know
Anthropic accidentally leaked details of Claude Mythos, its most powerful AI model. ICX breaks down what it means for enterprise AI, cybersecurity, and governance.
How Gamma Is Changing the Way Consultants Build Deliverables
AI-powered presentations are transforming consulting workflows. ICX reviews Gamma AI and how it fits into a modern consulting toolkit for pitch decks, strategy docs, and client reports.
AI Transparency: Why Every Business Using AI Should Disclose It
Anthropic's Transparency Framework makes the case for AI disclosure. ICX explains why businesses that hide AI usage erode trust, and how transparency becomes a competitive advantage.
The AI Governance Gap: Why 80% of Companies Are Not Ready for AI Agents
Deloitte reports only 1 in 5 companies has mature AI agent governance, yet 40% of enterprise apps will embed agents by 2026. ICX breaks down the governance gap and how to close it.
How to Choose an AI Customer Support Platform in 2026
A practical evaluation framework for AI customer support platforms. ICX covers the 7 criteria that matter most: conversation design, prompt control, analytics, escalation, and pricing.
7 Prompt Engineering Techniques That Actually Work in Production
System prompts, few-shot examples, chain-of-thought, guardrails, output validation, temperature tuning, and evaluation frameworks. The techniques that hold up under real-world pressure.
Is Prompt Engineering Dead? Why 2026 Proves Otherwise
The hot take that prompt engineering is dead confuses casual prompting with production engineering. ICX explains why the discipline is more critical than ever in the age of agentic AI.
Can AI Chatbots Actually Help Small Businesses? A Honest Assessment
AI chatbots can genuinely help small businesses with lead qualification, FAQ handling, and scheduling. But only under the right conditions. ICX breaks down when they work and when they fail.
Why Most Enterprise Chatbots Fail in the First Year: 5 Design Mistakes to Avoid
Most enterprise chatbots fail within 12 months. ICX breaks down the 5 conversation design mistakes that cause abandonment, escalation spikes, and wasted investment.
Is Your Organization Ready for Agentic AI? 5 Questions to Ask
Gartner predicts 33% of enterprise software will include agentic AI by 2028, but 40% of projects will be canceled. Here are the 5 readiness questions every leader should answer first.
Chatbot vs. Conversational AI: What Enterprise Leaders Need to Know
Most "chatbots" fail because they are the wrong solution. Learn the real difference between rule-based chatbots and modern conversational AI, and how to evaluate what your organization needs.
What Is Prompt Engineering? A Practical Guide for Enterprise Teams
Prompt engineering is more than writing good questions for ChatGPT. Learn what production prompt engineering looks like, common enterprise mistakes, and why it matters for reliable AI.
Welcome to Intelligent CX Consulting
Why ICX was founded, what Christi learned building conversational AI for 20M+ users, and how ICX thinks about the future of AI customer experience.