The AI Scale Test: 5 Questions to Ask Before Your Pilot Rollout

Is Your AI Pilot Ready to Scale?

Your pilot may have worked with clean data, selected tasks, and expert users. But a full rollout can bring month-end spikes, incomplete records, and new users – at 10x the volume.

Before you expand access, pressure-test your pilot with The AI Scale Test. This one-page checklist shows where your evidence is strong and where it might fall short.

Inside, you’ll find:

• Five questions covering business outcomes, real-world performance, employee confidence, accountability, and cost at scale
• The specific evidence to look for, from error rates at 10x volume to the cost of reviewing AI output
• A simple scoring guide that tells you whether you’re ready, promising, or not there yet
• Four warning signs your rollout needs intervention, from phantom productivity to shadow AI workarounds

A pilot stuck at “almost ready” can push employees toward unapproved tools. Find your gaps now.