A pharmaceutical distributor currently earns revenue solely by selling drug shipping and logistics services to pharmacies. Its leadership is exploring how AI could transform the business model rather than simply speed up existing operations. Which option best represents a business model transformation, as opposed to a process improvement?
Select an answer to reveal the explanation.
Short Explanation
A process improvement makes the same wagon roll faster; a business model transformation puts something new on it to sell. If you only speed up routing or labels, you're still just running the same wagon — turning that shipment data into a paid inventory-prediction subscription is what actually creates a brand-new revenue stream and sells insight instead of just a delivery.
Full Explanation
Business model transformation means creating a new source of value or revenue, not just doing an existing task faster. Turning the distributor's operational data into a demand-prediction subscription sold to pharmacies does exactly that — it launches a new paid offering and a new customer relationship, pharmacies buying insight rather than just deliveries, that didn't exist before. Shortening the time it takes to route trucks only makes the same shipping service run faster; the business model is untouched. Automatically summarizing shipment-volume reports speeds up an internal task the operations team was already doing manually, which is useful but doesn't change what the company sells. Generating shipping labels automatically removes a clerical step from an existing logistics workflow without touching revenue or customer relationships at all. All three of those ideas are legitimate efficiency gains, but efficiency gains keep the business model exactly as it was, just cheaper or quicker to run. The skill being tested is spotting when AI opens a genuinely new line of business versus when it merely polishes the current one. As a check, ask whether the AI idea changes who pays the company and for what: if customers now pay for a new capability, that's transformation, and if they're still paying for the same shipping service delivered faster, that's process improvement.