Mid-market organizations sit in a useful middle: big enough to have real workflows, small enough to move quickly. That makes them a strong signal for where AI actually delivers.
The pattern is consistent. Value concentrates in three places:
- Triage — sorting and prioritizing incoming requests.
- Drafting — first-pass writing that a human refines.
- Review — scanning large volumes for anomalies or gaps.
What doesn't deliver yet, despite the hype: fully autonomous customer-facing decisions. The reliable wins are all human-in-the-loop, and the organizations winning are the ones who admitted that first.