AI 13 min read

The Last Mile Is the Offer: AI in Production, Handed Off

Why Pilots Die Before Production, and the Playbook for Crossing the Last Mile

MIT found ~95% of AI pilots never reach production — and the last-mile / delivery gap is the single loudest cross-channel demand in the ~26,000-comment cache I track. Pilots don't die on the model; they die in the last mile: no host, no owner, no recovery path, no predictable run-cost. This is the operator's playbook for crossing it — the orchestration layer an agent actually runs on, the five-part handoff that survives the person who built it, and why getting it into production is the offer, not the build. Written from inside five companies I keep alive in production with zero hired employees.

Why Do So Many AI Pilots Die Before Production?
What Exactly Is the "Last Mile"?
Where Does the Agent Actually Run?

In This Guide

Why Do So Many AI Pilots Die Before Production?
What Exactly Is the "Last Mile"?
Where Does the Agent Actually Run?
How Do You Hand It Off Without Dropping It?
Why the Last Mile Is the Offer, Not the Build
What Are Operators Actually Saying?
What to Do This Quarter

Core Sections

Table of Contents
Why Do So Many AI Pilots Die Before Production?
What Exactly Is the "Last Mile"?
Where Does the Agent Actually Run? The Orchestration Layer
How Do You Hand It Off Without Dropping the System?
Why the Last Mile Is the Offer, Not the Build
What Are Operators Actually Saying About the Last Mile?
What This Means for You, This Quarter

95%

of AI pilots never reach production

cross-channel demand: the last mile

agents kept alive in prod, zero employees

gaps between a demo and a living system