AI AGENTS
Logistics Planner Agent for Global Supply Chain
AI agent that plans optimal routes, books shipments, and monitors disruptions in real-time.
Logistics Router
Live Tracking
Hub A ➔ Hub B+28% Efficiency
28%
Improved on-time delivery
22%
Lower logistics cost
ClientFreight Supply Chain Co.
Timeline12 Weeks
Team Size3 Engineers
CapabilityAI AGENTS
The Challenge
Frequent weather and harbor delays causing late deliveries and manual shipping re-bookings.
The Approach
1
Real-time feeds
Ingested shipping tracking API logs.
2
Agentic Planner
Automated alternative route bookings.
Outcomes & Impact
Increased on-time shipping delivery to 92%.
Key Lessons Learned
✓
Vector search alone is insufficient for structured freight and customs queries; hybrid search with RRF is mandatory.
✓
Document chunking must align with layout structures (headers and tables) rather than fixed character offsets.
✓
Reranking is the highest leverage, lowest cost way to improve recall in large document sets.
"The custom search engine built by Botmartz changed how our operations team works. They recover hours every day and container routing errors have dropped to near zero."
MV
Markus Vance
VP of Operations, Global Logistics Leader
Core Technologies
LangChainMaps APIPostgreSQLNext.js
Development Team
KG
Karan Goel
AI Engineer
PB
Promit Basu
AI/ML Engineer
SS
Sanjay Singh
Lead Architect
Related Cases
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