The Quiet Category Split
The voice AI market is splitting into two categories: those that scale conversation and those that scale commitment. Understanding this distinction is crucial for revenue teams.
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Ideas for operationalizing AI execution.
Practical articles on outbound operations, workflow automation, accountable AI, and the systems that turn conversations into completed action.
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The Infrastructure vs. Application Confusion
Revenue leaders often confuse voice AI applications with the necessary infrastructure. This article explores the importance of understanding the underlying systems that support voice agents to avoid costly replacement cycles.
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Why Pilots Die at 90 Days
AI voice pilots often fail not due to poor performance during calls, but because of broken handoffs post-call. Learn how to improve execution fidelity and ensure committed outcomes.
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The Vendor Demo Problem
Vendor demos often focus on conversation quality, neglecting post-call execution. Learn how to ask the right questions to ensure value in voice AI deployments.
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The Approval Nobody Keeps: Why Human Review Fails as AI Governance
Human-in-the-loop is insufficient for AI governance. Without a traceable system of record, approvals become mere rituals, lacking accountability. Discover the essential components of real AI governance.
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Five Questions I Ask Before Any Voice AI Goes Live
Most voice AI deployments fail due to overlooked evaluation criteria. Learn the five critical questions to ask before going live to ensure success.
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The Feature I Killed a Week Before Launch
One week before launch, I cut a feature that would have impressed buyers but compromised our execution record. This decision highlighted the importance of traceability and governance in software development.
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Are AI Voice Agents Actually Worth It in 2026? Real Costs, Benefits, and Limitations
AI voice agents can be beneficial in 2026 if certain conditions are met. This article discusses the costs, potential ROI, and common pitfalls in deployment.
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The Handoff Is Not a Process Problem. It Is an Architecture Problem.
Handoff failures often arise from architectural flaws rather than individual discipline. This article discusses how to design systems that enforce accountability and reliability.
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