Cosmo Mariano | Your AI Value Coach

The 2026 problem, in three numbers

Nearly every mid-market company is already doing AI. Few can find it in the P&L. The difference was never the tools.

$11.5B → $37B

Enterprise generative AI spend, 2024 to 2025. The fastest category expansion on record.

Menlo Ventures, 2025

56%

of CEOs report no financial benefit from AI so far.

PwC Global CEO Survey, 2026

~95%

of enterprise AI pilots delivered no measurable P&L return.

MIT Project NANDA, 2025

The return was never hiding in a place

It follows how you adopt. Bolt tools onto unchanged work and the return evaporates; that is the 95%. Change how the work runs and the payoff concentrates in five pressure points, each one a play large enterprises have run for years, now affordable at your size.

The Software Tax

The hours and headcount you pay to operate your software stack. The license line is the small half of the cost.

The Capacity Ceiling

Growth capped by human hours, in a market where you cannot hire your way out. Most of the capacity you need is already on your payroll.

The Leaky Bucket

Customers leak out the bottom while you pay premium prices to pour new ones in the top. The cheapest growth is the customer you kept.

Flying Blind

Decisions made on late, conflicting, distrusted numbers, and AI spend that cannot hold on data nobody trusts.

Moat Inversion

Your deepest expertise is now a challenger's target. Your moat and your threat are the same fact.