The ROI of AI in Logistics

When considering investment in new technology like appointment scheduling automation, understanding the potential return on investment (ROI) is crucial. Simply knowing that a process is inefficient isn’t always enough to justify the investment. Quantifying the costs and potential savings provides a clear picture of the value. According to the source, there are two key areas to focus on when evaluating the ROI for scheduling automation: time allocation and quality of appointments.
The first piece, “time allocation,” involves analyzing how much time your operations team is dedicating specifically to the task of scheduling appointments. This is a significant factor because scheduling is a manual, time-consuming process in many organizations. The source notes that typically, on the enterprise side, scheduling consumes about 20% of an operations representative’s time, and this percentage can often be even higher for mid-market accounts. This significant time expenditure is driven by the numerous different workflows (email, various portals, tribal knowledge) that schedulers must navigate to book appointments. By understanding this time sink, you can begin to calculate the cost associated with it.
The second key area is the “quality of appointments”. The impact of scheduling isn’t just about getting an appointment; it’s about getting the right appointment. Several factors contribute to appointment quality and affect the business. These include:
◦ Speed: How quickly are appointments secured after a load is tendered? Delays can lead to less desirable slots.
◦ Impact on Margin: Do poorly timed or located appointments increase costs (e.g., detention, layovers)? Quality appointments can protect or improve margins.
◦ Carrier Acceptance: Are carriers less likely to accept a load or do they demand higher rates because the available appointments are inconvenient or inefficient for their drivers?.
◦ Rescheduling: What percentage of booked appointments ultimately need to be rescheduled?. This is a critical indicator of poor quality or process issues. Rescheduling is particularly costly because it requires the operations team to repeat the scheduling process, effectively “double up on the work” and adding to the time allocation cost.
By closely examining these components – the time spent by operations on scheduling (including rescheduling) and the downstream effects of appointment quality on margins and carrier relations – companies can gain a deep understanding of the true costs associated with their current manual scheduling process. The ROI of scheduling automation then becomes clear: it’s measured by the “how much time are we saving you” and “how much better are the appointments that you are receiving” as a direct result of the automation. Improvements in both areas contribute directly to cost reduction and margin improvement, making the case for investment compelling. Resources like an ROI calculator can help formalize this analysis.