AI agents are not magic replacements for warehouse discipline. They are software that follows your SOPs faster than a person copying data between ERP, Excel, and email — with logs, thresholds, and escalation when something looks wrong.
Good first automations
Stock below minimum alerts compiled and routed to buyers; daily KPI summaries from WMS and ERP; exception reports for items stuck in approval; duplicate detection between spreadsheet uploads and master data.
Keep humans in the loop
Industrial operations need audit trails. We design agents that propose actions — post this GR, send this summary, flag this mismatch — and require approval for high-impact steps. Overnight automation is powerful; unlogged automation is risky.