Freehand Studio · AI Agent · Freight Audit & Payment

Claims & Recovery Agent: Every Eligible Service Failure Filed, Tracked, and Recovered

Automates the full freight claims lifecycle from detection through filing, carrier escalation, and cash recovery. Overcharge claims, service failure penalties, and cargo damage claims handled without manual intervention.

Shipper
3PL
LSP
Carrier
Service Provider
100%
of eligible claims filed without manual preparation
90%
of freight spend recovered
Days
claims cycle time, reduced from weeks of manual coordination
Trusted by global leaders in manufacturing, logistics, retail, and life sciences
Awards and Recognitions
The Problem

Freight Overcharges Go Unfiled. Recovery Leaks at Every Step.

Service failures happen and cargo arrives damaged, but claiming compensation requires a systematic process most shippers do not have.

Claims Preparation Is Manual and Labor-Intensive

Most carrier contracts impose claim filing windows. Manual tracking cannot monitor deadlines across hundreds of carriers. Claims age out unrecovered

Filing Deadlines Are Missed Regularly

Without automated deadline tracking across hundreds of carriers, eligible claims expire before anyone files them.

Carrier Response Management Falls to Individuals

Each carrier responds through different channels on different timelines. Tracking responses and escalating unresolved cases requires individual attention that does not scale.

Service Failure Penalties Go Unclaimed

Even when carriers agree to credits, verifying they arrive in the correct amount requires active reconciliation most teams never complete.

Recovery Outcomes Are Not Tracked to Completion

Filing a cargo damage claim requires photos, exception reports, BOL notations, and carrier-specific forms within tight windows. Without automation, documentation arrives incomplete.

Cargo Damage Claims Lack Supporting Documentation

Claims against multiple carriers across multiple modes are managed through different systems, email threads, and portals. No single view of total open claims, expected recovery, or aging exists.

What the Agent Does

Detect Eligibility. Assemble Evidence. File. Escalate. Recover.

Ingests any format, validates against required fields, duplicate checks, and PO/SO references. Routes clean invoices or returns exceptions with structured reason codes.

Claim Eligibility Detection

Every confirmed overcharge, service failure, and cargo exception evaluated for claim eligibility against contracted terms, carrier tariffs, and statutory filing windows.

utomated Claim Package Assembly

For each eligible claim, the agent assembles all required documentation automatically: original invoice, contracted rate, shipment records, proof of delivery, damage documentation, SLA terms, and carrier-specific filing forms.

Filing Deadline Monitoring

Every claim filing deadline tracked across all carriers. Alert triggered when a claim approaches the filing window. No eligible claim ages out due to missed deadlines.

Carrier-Specific Filing and Communication

Each carrier's claims process handled through the correct channel. Portal submissions, EDI filings, and carrier-specific forms routed appropriately without generic templating.

Escalation for Stalled and Denied Claims

Claims that stall or receive invalid denials escalate automatically. High-value unresolved cases surface for review with full context and correspondence history attached.

Credit Verification and Recovery Confirmation

Settlement amounts verified against the original claim. Short, late, or missing settlements trigger immediate follow-up. Every claim closes with a confirmed recovery outcome.

Agent Handoffs

Where This Agent Sits in the Pipeline

Detects service failures and cargo damage, assembles evidence, files through the correct carrier channel, and tracks every case to confirmed recovery.

Receives from

Invoice Audit Agent

  • Passes confirmed billing overcharges with full audit evidence.
  • Overcharges arrive pre-attached with invoice, contracted rate, shipment data, and audit rationale.

Dispute Management Agent

  • Escalates billing disputes requiring formal claim filing.
  • Hands off cases with full prior correspondence and documentation history.

This Agent

Claims & Recovery Agent

  • Identifies eligible claims and assembles carrier-specific evidence packages automatically.
  • Files through the correct channel, monitors deadlines, and escalates stalled cases.
  • Verifies credit receipt and closes every claim with a confirmed recovery outcome.

Triggers

Payment Orchestration Agent

  • Receives verified claim settlements for application against carrier payment balances.
  • Confirmed recovery posted to ERP financial records without manual entry.

Spend Intelligence Agent

  • Receives claim recovery data for inclusion in freight spend reporting.
  • Finance sees expected and confirmed recovery values continuously.

Anomaly Detection Agent

  • Receives claim patterns by carrier and charge type
  • Carriers with systematic exposure flagged for performance review at the next contracting cycle
Before AI → After AI

What Changes When Every Eligible Claim Gets Filed

The entitlements do not change. The percentage of them that actually reach recovery does.

Before the Agent
With Invoice Validation Agent
Claim preparation requires manual assembly of documentation, carrier forms, and evidence. Time per claim means many eligible claims are never filed at all.
Every eligible service failure and cargo damage event detected and filed automatically. No entitlement requires manual identification.
Manual process finds obvious damage claims. Service failure penalties and SLA-linked entitlements go entirely unrecovered.
Filing windows monitored per carrier and claim type. Claims approaching expiry filed automatically. No recovery window closes unnoticed.
Service failure penalties go unclaimed because shipment data is never cross-referenced against contracted SLA terms.
Every delivery event cross-referenced against contracted SLA terms. Eligible service failure penalties identified and filed without manual review.
Carrier responses tracked via email. Stalled claims are forgotten. Denied claims with invalid reasoning are accepted without challenge.
Every carrier response tracked. Stalled cases escalated at configurable deadlines. Invalid denials challenged with full supporting evidence automatically.
Recovery credits accepted without verification. Short settlements and missing credits go undetected until an account review catches the discrepancy.
Finance receives net freight cost visibility rate minus recovery rather than gross spend without recovery offsets.
Measured Outcomes

Results from Live Deployments

Outcomes measured from enterprise deployments across freight, MRO, direct materials, professional services, and utilities.

100%
of eligible claims filed without manual package preparation or carrier routing decisionsNo manual cleanup before audit
1.5-2.5%
of annual freight spend recovered through systematic, fully tracked claims management
Zero
claims lost to filing deadline expiry after deployment

Every overcharge, service failure, and cargo damage claim evaluated for eligibility against contracted terms automatically.

Filing deadlines monitored across every active carrier. Claims filed before recovery windows close, regardless of volume.

Carrier-specific filing requirements met for every submission. No generic claim rejected on documentation grounds.

Service failure penalties claimed systematically for the first time. SLA cross-referencing runs on every shipment event, not on request.

Connects to your TMS, ERP, and carrier portals on day one. No custom integration or IT project required before claims workflows begin.

SOX-compliant claims trail maintained from detection through settlement for every case, every carrier, and every recovery amount.

Integrations

Works Where Your Data Already Lives

Reads from TMS, WMS, and audit data. Writes claim filings to carrier portals and tracks recovery through to confirmation.

edi

SAP TM · Oracle TMS · MercuryGate · project44

Shipment records, transit times, delivery confirmations, and exception events pulled as primary evidence automatically.

Audit Engine

Freehand Invoice Audit Agent

Confirmed overcharges received with audit documentation pre-attached. Claim assembly begins without manual evidence transfer.

ERP

SAP S/4HANA · Oracle Fusion · NetSuite · Dynamics 365

Open invoice and payment records read to identify filing windows, prior payments, and outstanding balances relevant to active claims.

Contract Repository

Freehand Rate Engine · Carrier Contract SFTP

Contracted SLA terms, penalty clauses, and rate schedules pulled for eligibility and matched to shipment date and carrier.

Email

Microsoft 365 / Gmail

Delivery exceptions, damage reports, and carrier correspondence captured via inbox integration and aggregated into claim packages automatically.

Anomaly Detection

Freehand Dispute Management Agent

Escalated dispute cases received with full correspondence and resolution history. Claim filing picks up where dispute resolution left off.

Carrier Portals

Carrier Claims Portals / EDI 214

Every claim filing deadline tracked across all carriers. No eligible claim ages out due to missed deadlines.

Erp

SAP FI/CO · Oracle Cloud · NetSuite

Verified claim settlement amounts posted to AP balance records via BAPI and REST.

Spend Intelligence

Freehand Spend Intelligence Agent

Every claim tracked from filing through response, credit, and confirmation without manual intervention.

Alerts

MS Teams / Slack

High-value escalations, deadline warnings, and settlement confirmations delivered to freight finance team channels via webhook.

Data Lake

Snowflake / Databricks

Finance sees net freight cost rates minus confirmed recovery rather than gross spend without offset.

SharePoint

SharePoint / OneDrive

Scales with exception volume. No incremental headcount as claim volume grows with network expansion.

100%
of eligible claims filed without manual documentation assembly
Zero
claims lost to filing deadline expiry after deployment
1.5-2.5%
of annual freight spend recovered through systematic claims management
Day 1
claims workflows active across all carriers at deployment
Case Study

Every Eligible Claim Filed. Every Settlement Verified.

Real outcomes from enterprise deployments across freight, parcel, and
intermodal categories.

Case Study 01

Global Consumer Electronics Leader

Fortune 100 consumer goods shipper with 190+ carrier relationships and no automated claims process. Recovery limited to high-visibility cargo damage events identified manually.

$2B Annual Freight Spend · 150+ Carriers · 5 Modes

$3M+

annual freight spend recovered

100%

of invoice and service failure claims filed without manual preparation

  • AI agents raise and resolve claims autonomously across all carriers, ending the manual email-based process that left eligible entitlements unfiled each cycle
  • Autonomous exception management eliminated manual queues and email chains entirely.
  • Recovery confirmed from carriers that had previously avoided accountability through process complexity.
Case Study 02

Consumer Goods Shipper

Freight shipper with 60 carrier relationships and no structured dispute workflow. Disputed amounts resolved ad hoc by whoever had capacity at the time.

Multi-Carrier Freight Network · Consumer Goods · Parcel-Heavy

$144K

annual freight recovery

Automated

dispute packet generation

  • Faster resolution cycles without logistics team involvement
  • Recovery rate improvement from structured dispute tracking and confirmed credit reconciliation
  • Incomplete recovery problem of manual tracking eliminated
Technology

Powered by the Freehand Context Graph

Context is king. AI with context eliminates work.

The Context Graph connects confirmed billing exceptions, contracted rate schedules, carrier-specific dispute rules, and prior dispute outcome history into a unified evidence layer for every dispute packet.

Built on the Freehand Logistics Language Model, trained on carrier-specific billing patterns, dispute protocols, and resolution histories. It understands how each carrier handles disputes and routes cases through the correct channel with the correct documentation format.

  • Every dispute decision is grounded in verified contract, shipment, and payment data. Dispute packets contain exactly what each carrier requires for review, reducing back-and-forth cycles.
  • The Context Graph learns from dispute outcomes. Carrier responses that consistently resolved favorably feed back into future dispute packet construction for that carrier.
  • Recovery data feeds back into the Context Graph. Dispute outcomes improve audit logic, carrier risk profiles update, and systematic overcharge patterns are flagged proactively on future invoices.
Architecture Overview
DATA LAYER AI TEAM Contracted Rates Carrier Invoices Shipment Events EDI Feeds ERP Exports Rate Cards CG Context Graph Freehand LLM Unified Semantic Layer Domain-Specific AI Self-Learning Model IA Invoice Audit Agent 100% invoice coverage GL GL Coding Agent GL posting & allocation AF Accrual & Forecast Agent Live spend accruals SI Spend Intelligence Agent Finance-grade data ERP OUTPUT SAP · Oracle Cloud · Oracle JDE · NetSuite · via API & EDI
FAQ

Dispute Management: Questions Freight Finance Teams Ask

Straight answers to what freight audit and finance leaders ask before deploying the Dispute Management Agent.

What types of freight disputes does the Dispute Management Agent handle?
+

Rate overcharges, accessorial billing errors, dimensional weight disputes, duplicate billings, zone misassignments, and service failure claims. Every dispute type confirmed by the Invoice Audit Agent is handled through the appropriate carrier-specific workflow.

How does the agent handle carriers with different dispute submission requirements?
+

Generated automatically at the moment an exception is confirmed. Original invoice, contracted rate, variance calculation, and carrier-specific format assembled without manual intervention.

How does the agent track credit receipt after a dispute is filed?
+

Open credits are tracked against future invoices and carrier statements. When a credit posts, the amount is verified against the original dispute. Credits that arrive short or do not arrive trigger automatic follow-up. No credit closes without verification.

What ERP and TMS systems does the Dispute Management Agent connect to?
+

Reads from SAP, Oracle, NetSuite, and Dynamics 365 for payment records and PO data. Reads shipment evidence from SAP TM, Oracle TMS, MercuryGate, and project44. Writes verified credits back to ERP AP records via BAPI and REST.

How does the Dispute Management Agent fit into the Freehand pipeline?
+

Reads from the Invoice Audit Agent for confirmed exceptions, the Contract Ingestion Agent for carrier terms, and the Carrier Rate Refresh Agent for current rates. Triggers the Dispute Resolution Agent.

How quickly can the Dispute Management Agent be deployed?
+

Deployable in days via pre-built connectors to audit outcomes, carrier portals, and CLM platforms. Dispute workflows active from the first confirmed exception after go-live.

Get Started

Recover Every Overcharge. Track Every Credit. Close Every Case.

Every overbilling disputed automatically. Every credit tracked to verification. Deployable in days. No manual queue management.

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