Decision Frameworks — Logistics Exception Management

Decision Frameworks — Logistics Exception Management

This reference provides the detailed decision logic, scoring matrices, financial models, and mode-specific resolution workflows for logistics exception management. It is loaded on demand when the agent needs to make or recommend nuanced exception-handling decisions.

All thresholds, timelines, and cost assumptions reflect US domestic and international freight operations across LTL, FTL, parcel, intermodal, ocean, and air modes.

1. Exception Severity Matrix

1.1 Scoring Methodology

Every incoming exception is scored across four dimensions. Each dimension produces a score from 1 to 5. The composite severity equals the highest single-dimension score, not the average — a shipment that scores 2/2/2/5 is a Level 5 exception because a single critical dimension governs urgency.

After computing the raw composite, apply the elevation modifiers in §1.3 to arrive at the effective severity, which caps at Level 5.

1.2 Full Severity Matrix

Dimension A — Financial Impact

Dimension B — Customer Impact

Dimension C — Time Sensitivity

Dimension D — Regulatory / Safety

1.3 Elevation Modifiers

Apply these modifiers after computing the raw composite score. Elevation is additive but caps at Level 5.

1.4 Severity-to-Action Mapping

2. Financial Impact Calculation Model

2.1 Total Exception Cost Formula

Total Exception Cost (TEC) = Product Loss (PL)
                           + Expedite / Re-Ship Cost (ERC)
                           + Customer Penalties (CP)
                           + Administrative Processing Cost (APC)
                           + Relationship Damage Estimate (RDE)
                           + Downstream Ripple Cost (DRC)

2.2 Component Definitions and Assumptions

Product Loss (PL)

PL equals the lesser of (a) replacement cost at current wholesale or (b) original invoice value, unless the customer contract specifies retail/resale valuation for chargeback purposes.

• Damaged but salvageable: PL = invoice value × damage percentage. Use 25% for cosmetic-only damage, 50% for functional-but-impaired, 100% for unsalvageable.
• Shortage: PL = unit cost × units short.
• Full loss: PL = full invoice value including freight-in if FOB Origin.
• Temperature excursion: PL = full invoice value if excursion exceeds validated range. No partial credit on regulated products — it is all or nothing.

Expedite / Re-Ship Cost (ERC)

Standard cost multipliers against base freight cost:

Example: Base FTL rate Chicago to Dallas = $2,800. Customer needs delivery in 18 hours instead of standard 2-day transit. Team driver expedite = $2,800 × 3.0 = $8,400. Air NFO for 800 lbs at $0.85/lb = $680 freight + $150 handling = $830. Air is cheaper if weight allows; FTL expedite is cheaper above roughly 4,000–5,000 lbs depending on lane.

Customer Penalties (CP)

Administrative Processing Cost (APC)

Internal labor cost to manage the exception from intake to closure:

Relationship Damage Estimate (RDE)

This is the hardest component to quantify. Use these heuristics:

• New customer (< 6 months): Exception during onboarding carries 3× the relationship weight. A $2,000 failure can cost a $500K annual account. RDE = 10–20% of estimated first-year revenue at risk of churn.
• Stable customer (> 2 years): Single exception rarely causes churn. RDE = 0–2% of annual revenue unless it is a pattern (3+ exceptions in 90 days, in which case treat as new-customer risk).
• Customer under competitive bid: Any exception during RFP evaluation period from a competitor. RDE = 25–50% of annual revenue at risk.

Downstream Ripple Cost (DRC)

Costs that propagate beyond the immediate exception:

• Inventory reorder disruption: If exception causes safety-stock depletion, the replenishment order will be rushed. Estimate 1.5× standard inbound freight for the replenishment cycle.
• Warehouse receiving disruption: Unexpected returns, re-deliveries, or inspection holds consume dock door time. Estimate $150–$300 per unplanned dock appointment.
• Customer service call volume: Each exception generates 2–5 inbound customer inquiries. At $8–$12 per call (including agent time and overhead), that is $16–$60 per exception.
• Reporting and analytics overhead: Carrier scorecards, root cause analysis meetings, and corrective action documentation. Estimate 1–3 hours per qualifying exception at $45/hr.

2.3 Worked Examples

Example A — LTL Damage, Mid-Value

Shipment: 6 pallets of consumer electronics, Chicago to Atlanta. Invoice value: $18,500. One pallet fork-punctured at origin terminal.

PL  = $18,500 × (1/6 pallets) × 100% (unsalvageable)         = $3,083
ERC = Re-ship 1 pallet via LTL guaranteed 2-day: $650          = $650
CP  = Retailer OTIF penalty: $18,500 × 3% = $555
      (only if re-ship misses must-arrive-by date)             = $555
APC = Tier 2 standard claim: ~6 hrs × $45                      = $270
RDE = Stable customer, isolated incident: ~0%                   = $0
DRC = 3 customer service calls × $10                            = $30
---
TEC = $3,083 + $650 + $555 + $270 + $0 + $30                  = $4,588

Decision: File claim for $3,083 product value + $650 re-ship cost = $3,733 carrier liability claim under Carmack. Customer penalty is shipper's loss unless carrier proximate cause can support consequential damages (unlikely under standard BOL terms).

Example B — FTL Total Loss, High-Value

Shipment: Full truckload of medical devices, Memphis to Los Angeles. Invoice value: $285,000. Shipment not delivered, no scans for 72 hours, presumed stolen.

PL  = $285,000 (full invoice)                                  = $285,000
ERC = Air charter for replacement: $48,000                      = $48,000
CP  = Hospital contract: 2 days production delay at $12,000/day = $24,000
APC = Tier 4 (theft investigation + legal): ~60 hrs × $45
      + external legal ~20 hrs × $350                           = $9,700
RDE = Strategic account in first year: 15% × $1.2M annual rev  = $180,000
DRC = Safety stock depletion replenishment, expedited inbound   = $8,500
---
TEC = $285,000 + $48,000 + $24,000 + $9,700 + $180,000 + $8,500 = $555,200

Decision: Level 5 severity. Immediate VP notification. Law enforcement report filed. Carrier cargo insurance claim ($100K per occurrence typical — will not cover full loss). Shipper's all-risk cargo policy for excess. Customer air-chartered at shipper expense while claims are pursued. Consider consequential damages claim if carrier was negligent in vetting driver or equipment.

Example C — Eat-the-Cost Decision

Shipment: 2 cartons of office supplies, parcel ground, value $380. One carton crushed, contents destroyed.

PL  = $190 (one carton)                                        = $190
ERC = Re-ship via ground: $12                                   = $12
CP  = None (internal office supply order)                       = $0
APC = Tier 1 if filed: 2 hrs × $45                             = $90
RDE = N/A (internal)                                            = $0
DRC = None                                                      = $0
---
TEC = $190 + $12 + $0 + $90 + $0 + $0                         = $292

Potential claim recovery: $190 (carrier liability)
Filing cost: $90 (internal processing)
Net recovery: $190 - $90 = $100

Decision: Marginal. File only if parcel carrier has automated claims portal with < 15 minutes processing time. Otherwise absorb and log for quarterly carrier review.

3. Carrier Response Decision Tree

3.1 Path A — Cooperative Carrier

The carrier acknowledges the exception, provides updates, and works toward resolution. This is the expected path with contracted carriers in good standing.

3.2 Path B — Unresponsive Carrier

The carrier is not intentionally difficult but is not responding — dispatch is overwhelmed, claims department is backed up, or the contact information is wrong. Common with smaller asset carriers and during peak season.

3.3 Path C — Adversarial Carrier

The carrier denies liability, provides false information, disputes documentation, or acts in bad faith. This includes situations where the carrier's claims department issues a blanket denial without investigating.

3.4 Special Situation — Carrier Goes Dark Mid-Shipment

When a carrier stops responding and the freight is in transit (not yet delivered):

1. Hour 0–1: Attempt all contact channels (dispatch, driver cell, broker if applicable, carrier safety department). Check last known GPS/ELD position if available through your TMS integration or load-tracking platform.

2. Hour 1–4: Contact the carrier's insurance company to verify the policy is active. If brokered, demand the broker provide proof of last contact with the driver and GPS coordinates. If no GPS data available and shipment is high-value (> $50K), consider engaging a freight recovery service.

3. Hour 4–8: If high-value or theft indicators present (carrier is new, load was double-brokered, pickup was in a high-theft corridor like Los Angeles, Memphis, Dallas, or the I-10/I-95 corridors): file a report with local law enforcement in the jurisdiction of last known location. Notify CargoNet or FreightWatch if you have a subscription.

4. Hour 8–24: If the carrier is a broker's carrier: put the broker on formal notice that they are liable for the full shipment value. If the carrier is your contracted carrier: activate your contingency carrier for the lane and begin re-shipping replacement product.

5. Hour 24+: Treat as presumed theft/loss. File formal claim. Notify your cargo insurance underwriter. Do not wait for "certainty" — the claim clock starts ticking.

4. Claims Filing Decision Framework

4.1 File vs. Absorb vs. Negotiate Pre-Claim

The decision to file a formal claim is not automatic. Each path has costs and trade-offs.

Decision Matrix

ROI Calculation for Filing

Net Claim ROI = (Claim Amount × Probability of Recovery) - APC

where:
  Claim Amount     = documented loss value (PL + ERC if carrier-caused)
  Probability of Recovery = see §4.2 below
  APC              = administrative processing cost from §2.2

File when Net Claim ROI > $0 and the ratio (Net Claim ROI / Claim Amount) > 15%. Below 15% net margin on the claim, the organizational cost-of-attention often exceeds the financial benefit unless the claim builds a needed pattern record.

4.2 Probability of Recovery by Carrier Type and Claim Type

These recovery rates reflect industry experience across hundreds of thousands of claims. Adjust ±10% based on your specific carrier relationships and documentation quality.

4.3 Documentation Checklist by Claim Type

Damage Claim — All Modes

Required:

• Original BOL (signed, showing clean receipt by carrier at origin)
• Delivery receipt / POD (showing exception notation — "damaged," "crushed," specific description)
• Photographs: minimum 4 views (overview of shipment, close-up of damage, packaging condition, label/PRO visible)
• Commercial invoice showing product value
• Packing list showing piece count and descriptions
• Written description of damage (what is damaged, extent, whether repairable)
• Repair estimate or replacement quote from vendor
• Packaging specifications (demonstrates product was packaged appropriately for the mode)

Strongly recommended:

• Weight certificate at origin (proves correct weight tendered)
• Inspection report from independent surveyor (required for claims > $10,000 or disputed claims)
• Temperature recorder data (for any temperature-sensitive product)
• Photos from origin showing product in good condition at loading
• Carrier inspection report (request from carrier's OS&D department)

Shortage Claim

Required:

• Original BOL showing piece count tendered
• Delivery receipt showing piece count received (discrepancy noted)
• Commercial invoice for shorted product
• Packing list with serial numbers or lot numbers if available
• Written description: how many pieces short, which items, value per item

Strongly recommended:

• Loading photos/video showing correct count at origin
• Seal numbers (origin seal vs. delivery seal — different seal = carrier liability strong)
• Weight certificate at origin vs. weight at delivery (weight discrepancy corroborates shortage)
• Security camera footage from dock (if available and shipment is high-value)

Loss Claim (Full Shipment)

Required:

• Original BOL (proves tender to carrier)
• Carrier pickup confirmation / signed pickup receipt
• Commercial invoice (full shipment value)
• Packing list (complete contents)
• Formal tracer request filed with carrier (with carrier's response or non-response documented)
• Proof of non-delivery: customer confirmation that product was never received

Strongly recommended:

• GPS/tracking history showing last known position
• Law enforcement report (if theft suspected)
• Carrier's insurance certificate (to file directly against insurer if carrier is unresponsive)
• Evidence of carrier tender acceptance and load confirmation

Delay Claim (Service Failure)

Required:

• Original BOL showing agreed pickup and delivery dates
• Service level documentation (rate confirmation, routing guide showing guaranteed service)
• Tracking history showing actual delivery date/time
• Proof of financial loss caused by delay (penalty invoice, expedite receipt, lost sales documentation)

Strongly recommended:

• Customer correspondence showing delivery commitment that was based on carrier's service
• Evidence that delay was not caused by shipper or consignee (no appointment changes, dock available)
• Documentation of mitigation efforts (you tried to minimize the loss)

4.4 Mode-Specific Filing Requirements

US Domestic Surface — Carmack Amendment (49 USC § 14706)

• Jurisdiction: All domestic surface transportation by motor carriers and freight forwarders operating under FMCSA authority.
• Filing deadline: 9 months from date of delivery (or reasonable delivery date for non-delivery claims).
• Statute of limitations for litigation: 2 years from the date the carrier disallows the claim.
• Carrier liability standard: Carrier is strictly liable for actual loss, damage, or injury to goods. Carrier defenses: act of God, public enemy, act of shipper, public authority, inherent nature of goods.
• Shipper's burden: (1) Goods were in good condition when tendered. (2) Goods were damaged/lost/short at destination. (3) Amount of damages.
• Limitation of liability: Carriers may limit liability via released rates (lower rate in exchange for lower liability cap). Check your rate confirmation and BOL for released value clauses. If you did not agree to a released rate, full actual value applies.
• Filing method: Written claim in any reasonable form that (a) identifies the shipment, (b) asserts liability, and (c) demands payment of a specific amount. 49 CFR § 370.3.
• Carrier response obligation: Must acknowledge within 30 days. Must pay, decline, or make a firm settlement offer within 120 days. 49 CFR § 370.9.

Ocean — Carriage of Goods by Sea Act (COGSA) / Hague-Visby Rules

• Jurisdiction: International ocean shipments to/from US ports (COGSA); most international ocean shipments (Hague-Visby).
• Filing deadline: Written notice of damage within 3 days of delivery (visible damage) or 3 days after delivery ends (concealed damage) under COGSA. Failure to give notice creates a presumption that goods were delivered in good condition — it does not bar the claim, but shifts the burden of proof.
• Statute of limitations: 1 year from delivery date (COGSA). This is a hard deadline — cannot be extended without carrier agreement.
• Carrier liability standard: Carrier is liable unless they prove one of 17 enumerated exceptions (perils of the sea, act of God, insufficiency of packing, etc.). Burden of proof is complex and shifting.
• Liability limit: $500 per package or customary freight unit (COGSA). SDR 666.67 per package or SDR 2 per kg gross weight, whichever is higher (Hague-Visby). Higher value must be declared on the bill of lading before shipment.
• Critical documentation: Ocean bill of lading, survey report at discharge port (hire a marine surveyor — typical cost $800–$2,500 depending on port), container inspection report, seal integrity evidence, reefer download data for temperature-controlled.

Air — Montreal Convention (International) / Air Cargo Act (Domestic US)

• Jurisdiction: International air carriage (Montreal Convention); domestic US air freight is governed by the air waybill terms and applicable contract law.
• Notice deadline: 14 days from receipt for damage claims. 21 days from delivery date for delay claims. These deadlines are strictly enforced — missing them is a complete bar to the claim.
• Statute of limitations: 2 years from date of arrival or from the date the aircraft ought to have arrived.
• Liability limit: 22 SDR per kilogram (~$30/kg, fluctuates with exchange rates). Higher value must be declared on the air waybill. Most airlines offer declared-value surcharges of 0.5–0.75% of excess value.
• Filing method: Written complaint to the airline or handling agent. Include air waybill number, flight numbers, claim details, and damage documentation.
• Key nuance: Ground handling agents (the companies that physically handle freight at airports) cause the majority of air freight damage, but the airline is liable to the shipper under Montreal Convention. The airline then has a subrogation claim against the handler.

5. Mode-Specific Resolution Workflows

5.1 LTL Damage Resolution

5.1.1 Terminal-Caused Damage

Damage occurring at carrier's terminal during cross-dock operations (forklift damage, stacking failures, improperly loaded onto delivery trailer).

Indicators: Damage pattern consistent with handling (fork punctures, crush from top-loading, stretch wrap torn with product exposed). Often discovered at delivery terminal or by consignee.

Resolution Workflow:

1. Consignee documents on POD — specific notation: "2 of 6 pallets crushed, product visible through torn packaging." Generic "damaged" is insufficient for strong claims.
2. Photograph at delivery — minimum 6 photos: overall shipment, each damaged unit, packaging failure point, freight label/PRO visible in frame, floor of trailer showing debris.
3. Request carrier terminal inspection — call the delivering terminal directly (not the 800-number). Ask for the OS&D clerk or terminal manager. Request that damaged freight be held for inspection, not sent to salvage.
4. File claim within 48 hours — terminal damage claims have highest recovery rates (80–90%) because the carrier knows their terminal caused it. Do not delay.
5. If partial damage — request carrier's salvage bid. Carriers sometimes offer to sell damaged freight at auction and credit the difference. Evaluate whether the salvage value is fair; reject lowball salvage bids (common tactic to reduce claim payout).
6. Settlement expectation — terminal-caused damage should settle at 85–100% of invoice value within 60 days. If carrier offers less than 75%, escalate to carrier's claims manager with terminal inspection evidence.

5.1.2 Transit Damage

Damage occurring during over-the-road transit (shifting loads, hard braking, trailer accident, weather infiltration through damaged trailer roof/walls).

Indicators: Product shifted within packaging, load bars displaced, multiple pallets damaged in the same direction (forward movement = hard stop).

Resolution Workflow:

1. Determine if damage is from a known incident — ask carrier dispatch: "Was there any reported incident involving this trailer in transit?" Carriers are required to log accidents, but minor incidents (hard braking, pothole impact) often go unreported.
2. Document loading condition evidence — if you have photos from

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