Strategy5 min read

AI Is Everywhere. Mid-Market Impact Is Not. You May Be Following the Wrong Playbook.

SOT Research TeamApril 22, 2026
Executive Takeaway

Most mid-market companies are doing AI. Pilots are running, vendors are engaged, and budgets have been committed. But when you step back and look at the business as a whole, the impact is not there. The problem is not the technology. It is the playbook. This post explains why the enterprise AI playbook does not work at mid-market scale, what a different approach looks like across three critical zones, and where to start.

Most mid-market companies are doing AI. Pilots are running, vendors are engaged, and budgets have been committed. But when you step back and look at the business as a whole, the impact is not there. The problem is not the technology. It is the playbook.

This post explains why the enterprise AI playbook does not work at mid-market scale, what a different approach looks like across three critical zones, and where to start.

Discuss Your AI Portfolio with Our Executive CAIO Practice

Align AI investments, prioritize high-impact use cases, and mitigate operational risk.

Book Discovery Session