AI Implementation as Managed Service

Projection: Organizations may buy ongoing redesign, integration, evaluation, training, and change management as one service instead of commissioning a model installation and walking away. Enterprise adoption supports persistent implementation work, not a durable category. Renewals tied to measured workflow improvement would distinguish it from ordinary consulting.