AI Strategy For Continuous Change, Not Dependency

Organizations face strategic risk from dependency on a single AI platform. Signe Jancis of SYNLAB introduces "model debt" from tightly coupled business logic and workflows. A new metric called time-to-replace measures how quickly an AI component can be swapped. Designing for replaceability from the outset prevents costly lock-in and enables continuous adaptation.