Use Cases
Real problems.
Defensible outcomes.
How enterprise supply chain, finance and procurement teams apply Matchloom in the moments that matter.
Practical scenarios
Problem. Outcome. No filler.
01
End-to-End Shipment Visibility
Business Problem
Thousands of shipments across ocean, air and road. Data scattered across multiple forwarder portals. Exceptions surface days late.
How Matchloom Helps
Matchloom normalises events from carriers, forwarders and warehouses into one live view and flags exceptions in real time.
Business Outcome
One unified operational view. Exceptions surfaced automatically.
AI in Action · Powered by Tracking Agent
02
Freight Invoice Validation
Business Problem
Thousands of freight invoices a month. Manual reconciliation against contracts. Overcharges are paid before they are caught.
How Matchloom Helps
Matchloom validates every invoice line against contract terms and the operational events that actually happened.
Business Outcome
Every invoice validated against contract and event before payment.
AI in Action · Powered by Finance Agent
03
Carrier Performance Benchmarking
Business Problem
Each carrier tells its own performance story. No objective view for contract renewals or lane awards.
How Matchloom Helps
Matchloom benchmarks carriers on your own lanes using validated shipment events, contract terms and spend.
Business Outcome
Objective performance benchmarks grounded in your own network.
AI in Action · Powered by Procurement Agent
04
Shipment Planning
Business Problem
Static schedules. Missed connections cascade into missed customer commitments and expedited freight costs.
How Matchloom Helps
Matchloom grounds planning in live schedule reliability and historical carrier performance.
Business Outcome
Planning decisions grounded in real reliability signals.
AI in Action · Powered by Planning Agent
05
Logistics Spend Intelligence
Business Problem
Spend fragmented across ERP, TMS and forwarder systems. No defensible spend view for the CFO or the board.
How Matchloom Helps
Matchloom reconciles spend against operational events and contracts so every rupee is traceable to a movement.
Business Outcome
Spend reconciled to operational events defensible to the board.
AI in Action · Powered by Finance Agent
06
Detention & Demurrage Control
Business Problem
D&D charges appear weeks after the fact. No one owns prevention, and root cause is buried in email trails.
How Matchloom Helps
Matchloom flags D&D risk in real time and links every charge back to the shipment event that caused it.
Business Outcome
D&D risk surfaced early and tied to a defensible root cause.
AI in Action · Powered by Tracking Agent
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