How a medium-sized logistics company saved 35 hours per week with OpenClaw

Initial situation

Three employees regularly spent a significant part of their week collecting data from various Carrier portals, documenting deviations and reporting back to customers. The problem was not just the volume, but the fragmentation: multiple portals, different data formats and none central view of exceptions.

Solution design

• OpenClaw agent with specific tools for carrier APIs and status sources
• Rule set for outliers, SLA risks and escalations
• Combining the results into a uniform reporting flow
• Human-in-the-loop for sensitive special cases and manual verification

The architecture was intentionally pragmatic: not a fully automatic machine for every edge case, but an agent that takes over the routine and only involves people where evaluation is really necessary.

Implementation in four steps

• Week 1: Define process recording, data sources, exception images and KPI.
• Week 2: Set up tooling for carrier access, status normalization and reporting.
• Week 3: Sharpen tests with real cases, release logic and escalations.
• Week 4: Go-live with monitoring, evaluation and close feedback into the team.

Results after 90 days

The biggest effect was not just in time saved, but in better process stability. Status comparisons became faster, reports more reliable and exceptions became visible earlier. The team was able to prepare for escalations, Focus on customer communication and process improvement instead of manually aligning portals.