Freight & LogisticsAI AgentsRegional freight forwarder, 350 containers/month

Exception Detection That Catches Problems Before They Cost Money

AI agents monitor container milestones 24/7 and flag exceptions — missing releases, unbooked drayage, expiring free time — before they turn into charges.

85%

Proactive exception detection

~$20K

Monthly fee savings

Minutes vs. hours

Detection time

The challenge

Harbor Bridge Freight handled 350 import containers monthly through Houston and Savannah. Exception management was entirely reactive: someone would discover a problem when a client called about a delayed shipment or when a demurrage invoice arrived. The ops team had no systematic way to detect that a container was available but had no appointment booked, or that customs released a box but the freight release was still missing. Preventable exceptions were costing them $25,000-$35,000 per month.

What we built

We deployed AI agents that continuously monitor container milestones across carrier, terminal, and customs systems. The agents detect exception patterns — available containers without drayage, released containers without appointments, containers approaching free-time expiry with unresolved blockers — and create prioritized action items for the ops team. Each exception includes the specific blocker, responsible party, and recommended action.

The result

Exception detection time dropped from hours or days to minutes. The ops team went from discovering 60% of problems reactively to catching 85% proactively. Monthly avoidable charges decreased by roughly $20,000. The team also reported less stress — they stopped being surprised by problems because the system surfaced them early.