Perspectives on workflow automation for logistics and mobility — product capabilities, strategy, and how operations teams put agentic workflows to work.
When a caller asks for a human, it can mean two different things: a real escalation, or an agent that confused them. Conflating the two breaks your staffing and your agent improvement loop.
Read moreChatbots answer questions. Agentic workflows complete the work - updating your TMS, confirming the appointment, closing the loop. Here's the difference and why it matters for supply chain and mobility teams.
Read moreCarrier swaps mid-load are one of the most common disruptions in dispatch. The right automation detects the change and starts working with the new carrier immediately, with no scramble or manual cleanup.
Read moreBlind outbound calling wastes time and annoys drivers. An API availability check before dialing raises contact rates and cuts wasted attempts in dispatch automation.
Read moreDispatch runs on email thread continuity. When automation sends a notification, it has to reply into the right thread - not orphan a new message. Here's why that's hard and what works.
Read moreDeciding whether a stakeholder belongs on an email thread looks like judgment, but it is a business rule. Why deterministic logic beats LLM inference for dispatch.
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