Adoption Drives AI Success

Identifying clear goals is crucial for successfully embedding AI within an organization. Scaling AI goes beyond having a small number of users; true scale occurs when the majority of engineers actively engage with the solution, resulting in measurable outcomes. The challenge lies in the adoption curve, which demands significant time and effort. While tech solutions can be deployed swiftly, fostering widespread user adoption takes ongoing commitment and can span several months or years. Achieving the desired business results from AI requires patience and persistence in encouraging user engagement over time.