7. Risks and Failure Modes

Consulting Trap – Structural integration proves too bespoke, limiting software scalability.

Hyperscaler Encroachment – Native orchestration features compress independent vendor margins.

Cultural Resistance – Enterprises delay or reject organizational redesign, slowing adoption.

Efficiency Shocks – Breakthroughs in model efficiency reduce compute intensity faster than demand grows.