
Start with your dominant pain. If your team mostly chases the status of shipments, prioritize a real-time transportation visibility tool with strong carrier coverage and accurate ETAs. If your team mostly reacts to stockouts and excess, prioritize a planning platform that forecasts demand, models inventory risk and recommends actions.
Then check five things: scope (transport only or end to end), predictive versus descriptive intelligence, inventory and demand integration, collaboration across suppliers, and time to value including whether a lean team can run it. Ask vendors to show a delay turning into a specific, recommended decision, not just an alert. Mid-market teams should weigh implementation effort heavily, since a tool that needs a large planning department rarely delivers.