Why Your Package Never Showed Up, and the Agents Fixing It
Your missing package is a flag in 15 systems and no one person knows which; but maybe an agent will soon. I joined Sean from BackOps to trace the 5 to 8 percent of shipments that go wrong across grocery, manufacturing, shipping, and warehousing. BackOps is building an AI-native shipping operating system for companies that move physical goods, working in the layer of exceptions: carrier portals, vendor portals, phone calls, email threads, billing disputes, and human approvals, where clean claims APIs are scarce.
In our conversation, we discuss:
- Why one broken bench turns into customer service, operations, and finance work
- Why carrier APIs stop at tracking, leaving claims trapped inside portals
- How BackOps routes browser operators around bot detection for the 60 to 70 percent of work that starts there
- How agentic onboarding adds ground-truth outcomes to process mining, down to an 11 percent approval lift
- Why billing became the enterprise leak hiding a $4.98M opportunity behind a $440K estimate
- In the alpha zone, what changes when agents start filing claims on both sides
- Why email beat the portal as the elicitation layer for non-technical ops teams
- How omnichannel intake classifies issues, scores confidence, and asks for missing must-have info
Three takeaways from this conversation:
1. Package failures are cross-functional workflows, not support tickets. A broken or missing shipment quickly jumps from customer service to ops to finance: reship the item, file the claim, recover money, reorder inventory, and keep the customer calm. BackOps’ wedge is treating that whole exception loop as one operating surface.
2. The browser is the integration layer when APIs stop short, but agents are changing the game. In shipping, APIs often handle tracking, but the valuable work still lives in carrier portals, vendor portals, emails, phone calls, and billing systems. Sean’s architecture starts where the work actually happens: browser operators, portal navigation, and human approvals before clean integrations exist.
3. The product loop is onboarding, elicitation, and agent behavior. BackOps is not just automating a static SOP; it is learning the workflow, asking for missing must-have info, scoring confidence, and proposing the next step when the agent gets stuck. That turns setup into a living dev loop for messy operations teams.
