DELIEVER

Every metric was green. The customer was still gone.

AI agents now answer customers, issue refunds and make decisions that used to belong to people. Most companies can tell you how many contacts their AI handled. Few can tell you who owns the decision when it gets one wrong.

DELIVER is the operator's playbook for closing that gap. Dan Leiva draws on 25 years running customer operations at Apple, Intuit, eBay and Travelers. He lays out a seven-stage lifecycle for putting AI into customer experience with named owners, clear boundaries and a gate that nothing passes without evidence.

Inside, you'll learn how to:

• Decide which decisions AI can make alone, which need a person, and which it should never touch
• Design decision boundaries that preserve human accountability
• Measure the cost of a bad decision alongside the cost per resolution
• Measure trust, learning, and ethical health, not just output
• Protect the frontline people who handle what the AI can't
• Prove the financial return to a CFO who wasn't in the room

The book includes dozens of ready-to-use tools, each with a worked example, plus case studies of public AI failures and what they cost.

AMPLIFIED showed why people have to stay at the center of AI. DELIVER shows how to keep them there once AI starts making decisions.

AI doesn't remove the need for an owner. It removes the places an unowned decision can hide.