AI adoption is colliding with decades of organizational debt
Most middle-market businesses were not designed intentionally from the ground…
Most middle-market businesses are implementing AI backwards
Many middle-market businesses are approaching AI implementation the same way…
AI is exposing weak operating systems inside middle-market businesses
The early conversation around AI focused heavily on productivity. Businesses…




