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Insights on building, connecting, and monitoring AI agents for customer experience — from the teams shipping them.

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136 articles · Page 11 of 12

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Industry & Strategy·16 min read

Fail Fast, Speak Fast: Why Iteration Speed Beats Initial Accuracy for AI Agents

The teams winning with AI agents are not the ones with the best v1. They are the ones who improve fastest after launch. Here's how to build a rapid iteration engine for conversational AI.

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Security & Compliance·14 min read

What HIPAA Taught Us About AI Security (And It Applies to Every Industry)

Healthcare didn't choose to build the most rigorous data security framework in existence. It was forced to. Three decades later, that framework turns out to be the best blueprint for securing AI agents in any industry.

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Operations·15 min read

Moving Past "Average Handle Time": New Metrics for Evaluating Conversational AI

Industry research shows that 60-65% of enterprises still rely on Average Handle Time, missing critical conversational AI metrics. Discover the next-generation metrics that drive real business value.

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Testing & Evaluation·15 min read

Performance Benchmarks for AI Agents: What Actually Matters Beyond Word Error Rate

Most enterprises obsess over Word Error Rate while missing the metrics that actually predict success. Here's what to measure instead.

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Industry & Strategy·15 min read

What Voice AI Can (and Can't) Learn from Your Best Human Agents

Top human agents do specific things that make them exceptional. Some of those things can be taught to AI. Others can't, at least not yet. Here's an honest breakdown of what transfers and what doesn't.

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Voice & Conversation·14 min read

Can AI learn to apologize? The uncomfortable truth about synthetic empathy

Industry research shows that 55-60% of enterprises are exploring synthetic empathy in AI systems. Discover the ethical implications and practical applications of AI emotional intelligence.

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grayscale photography of two women on conference table looking at talking woman - Photo by Christina @ wocintechchat.com on Unsplash
Testing & Evaluation·15 min read

Testing Bias: How to Measure and Reduce Socio-linguistic Disparities in AI

A practical guide to detecting and measuring bias in AI voice and chat agents. Covers specific metrics, testing approaches, scorecard design, and what teams actually do when they find disparities.

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Knowledge & Memory·17 min read

Mining the Conversation Long Tail: How Production Data Reveals What Humans Miss

Most teams analyze their top 20 conversation types and ignore the rest. The long tail of rare customer requests holds the patterns that drive real agent improvement. Here is how to mine it.

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Modern customer journey map showing voice AI as the primary touchpoint with conversational interfaces connecting multiple customer experience stages
Industry & Strategy·17 min read

Voice AI as the New Front Door: Rethinking Customer Journey Mapping for Conversational Interfaces

Industry research shows 60-65% of enterprises are redesigning customer journeys around voice AI as the primary touchpoint. Discover how conversational interfaces are reshaping customer experience design.

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Professional team analyzing voice AI deployment data on multiple screens showing failure metrics and success patterns
Testing & Evaluation·17 min read

The Voice AI Quality Crisis: Why Most Deployments Fail in Production

Most voice AI deployments fail in production despite passing lab tests. Real data on why the gap exists, what it costs, and how to close it.

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Security & Compliance·16 min read

Voiceprint Spoofing and Security: Defending Against Synthetic Voice Fraud

Industry research shows that 80-85% of enterprises lack adequate protection against voiceprint spoofing attacks. Discover comprehensive strategies for defending against synthetic voice fraud.

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Customer service representative working with AI chatbot technology
Industry & Strategy·14 min read

Why 75% of AI chatbots fail complex issues — and what the other 25% do differently

Industry research reveals 75% of customers believe chatbots struggle with complex issues. Learn why this happens and discover proven testing strategies to dramatically improve your AI agent performance.

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