Reclaim the 30% of D&D charges your team doesn't have time to dispute.
Container event data, terminal billing statements, free-time agreements, weather and operations exception logs → day-by-day reconstruction of free-time eligibility, FMC reasonableness rule analysis, dispute-letter draft to the carrier or terminal. Reclaim the 20–40% of disputable charges large importers leave unreviewed.
The Logistics Analyst Reconstructing Container Free-Time One at a Time
The work the logistics analyst does on every D&D charge — and the cost of leaving it there.
The labor
D&D tracking and dispute today moves through logistics analysts at $45–$95 per hour fully loaded plus offshore ops support at customs-broker-owned offshore ops (Livingston, Expeditors, Flexport). Per-container reconstruction takes hours when the container event chain spans multiple parties (carrier, terminal, drayage, consignee) and the free-time agreement has carrier-specific exceptions for weather, port operations, or holidays.
The cycle time
Standard D&D dispute prep runs days-to-weeks at the analyst desk, with longer cycles when the dispute requires FMC reasonableness analysis or when carrier responses require multi-round correspondence. Large importers with thousands of containers per year leave 20–40% of disputable charges unreviewed because the analyst economics don't cover the population — disputable charges with smaller dollar exposure get written off rather than reviewed.
Input · Analysis · Output
What goes into D&D tracking, what we do to it, and what shows up in the dispute workflow.
Container events + billing + agreements
- Container event data (CTM, AMS, port APIs)
- Terminal billing statements
- Carrier free-time agreements and amendments
- Drayage / chassis / appointment data
- Weather and port-operations exception logs
- Per-customer billing and chargeback rules
- Prior D&D dispute history per carrier and terminal
Reconstruct, calculate, dispute
- Day-by-day reconstruction of free-time eligibility
- Per-event timing reconciliation across parties
- Carrier-agreement free-time application
- FMC reasonableness rule analysis
- Weather / port-ops exception handling
- Dispute-letter draft with the basis cited
- Confidence score per finding; exceptions to logistics-analyst queue
Dispute into the carrier / terminal
- Dispute filed with carrier or terminal
- Refund or credit captured
- D&D dashboard for ops and finance
- Direct via TMS API (MercuryGate, Oracle, etc.)
- AP-system integration for credit application
- Per-container audit trail with event chain
- Recovery dashboard for treasury
D&D Tracking Today vs. With Last Rev
The numbers that matter: cycle time, dispute coverage, recovery rate, and FMC-defensibility.
| Dimension | Logistics Analyst Processing | Last Rev D&D Tracking |
|---|---|---|
| Cycle time, charge received to dispute filed | Days-to-weeks | Hours per dispute |
| Dispute population coverage | Bounded by analyst time — 60–80% of disputable charges reviewed | 100% of charges reviewed at AI cost |
| Per-container event reconstruction | Manual cross-reference across CTM, AMS, port data | Day-by-day event chain reconstructed automatically |
| FMC reasonableness analysis | Manual application, drift on edge cases | Per-charge reasonableness analysis with the rule cited |
| Weather / port-ops exception handling | Spotty — analyst memory of port disruptions | Auto-applied with the exception event cited |
| Dispute-letter quality | Templated letters with manual data fill-in | Per-container dispute draft with the event chain and basis cited |
| Audit log per dispute | Analyst notes, no event-level lineage | Source event data + agreement clause + FMC rule + confidence per finding |
From D&D Charge to Refund / Credit
Five steps. Every one logged. Every one reversible if your confidence threshold isn't met.
Built to Meet the Quality Bar Ocean Operations Already Run On
What Importers and 3PLs Ask About D&D Tracking
How is this different from CargoSmart, project44, FourKites, or other supply-chain visibility platforms?
We have a logistics-analyst team running today. How does this work alongside that?
What's your accuracy bar versus a logistics analyst?
How do you handle the 100% dispute coverage?
How do you handle weather and port-operations exception events?
Can you actually integrate with MercuryGate, Oracle TMS, McLeod LoadMaster, and dispute-management platforms?
How long until a pilot is running on a live D&D pipeline?
What does pricing look like compared to our current per-dispute analyst cost?
Two Ways to Start
Take the AI assessment for a structured read on D&D-tracking feasibility. Or talk to us if you already know D&D charges are a recurring line item on your operations P&L.
Take the AI Assessment
A short structured assessment that maps your monthly D&D charge volume, TMS, and current logistics-analyst arrangement to AI feasibility and ROI.
Get a Per-Container ROI Model
Send us your monthly D&D charge volume, your TMS, and your current logistics-analyst arrangement. We'll come back with a per-container unit-cost comparison and a 6–8 week pilot plan in 5 business days.
More Logistics & Trade Workflows We Replace
The same approach, applied to the other document-heavy labor lines on your operations and trade-compliance budget.
Freight Bill Audit
Carrier invoices line-by-line audited against contract rates, fuel surcharge, accessorials.
POD Processing
Signed PODs, manifests → OS&D categorization and freight-claim-letter draft.
BOL Processing
BOL extraction → MercuryGate, Oracle TMS, Blue Yonder, Manhattan Active, McLeod LoadMaster.
Hazmat / DG Declaration
Shipper's declaration → 49 CFR / IATA DGR / IMDG validation. Bad paperwork stops before the carrier.