Freight Claim Filing Agent

Freight damage and shortage claims fail less often because of weak entitlement than because of incomplete packets. Carriers and insurers ask for a Bill of Lading, proof of delivery, photos, temperature or seal records when relevant, and a clear narrative of what was short or damaged. When those pieces live in different systems, claims sit in drafts for weeks, filing windows close, and recoverable cost leaks out of the P&L.

A freight claim filing agent closes that gap in the logistics close stage. It gathers evidence, checks it against claim rules, drafts a filing for tools such as ClaimLogiq, and stops short of unsupervised submission. The claims team still approves. Every draft that goes forward cites evidence document IDs and a claim rule ID. If the packet is incomplete, the agent returns empty rather than inventing a claim.

Most organizations already capture the raw material for a claim. Yard cameras and door workflows produce damage photos. Delivery apps and carrier portals store POD. TMS and document repositories hold the BoL. Visibility platforms retain exception timelines. The bottleneck is assembly under a deadline.

A shortage claim may need the original BoL, a signed POD showing a short count, warehouse receiving notes, and a prior carrier response. A damage claim may need seal photos at loading, door photos at unload, sensor traces for temperature-sensitive freight, and an OS&D report. Analysts chase threads across email, portals, and shared drives. By the time the packet is coherent, the carrier's filing clock may already be tight.

Manual assembly also creates inconsistent citations. Two analysts can attach different versions of the same POD or omit the rule that justified filing under contract terms. When recovery rates are reviewed later, finance cannot tell whether a denial came from weak evidence or from a packet that never matched the playbook.

The agent starts from an exception or OS&D event, not from a blank form. Upstream signals may come from door inspection workflows described in real-time damage detection at the door, from POD checks in CV proof of delivery verification, from exception analysis in the root-cause exception analyzer, or from in-transit alerts in cargo sensor anomaly detection. Those systems flag likely damage, shortage, or condition failure. The filing agent's job is to turn the flag into a claim-ready packet.

It retrieves candidate documents by shipment ID, PRO number, or appointment reference: BoL images or EDI, POD files, photo sets with capture timestamps, carrier correspondence, and any sensor summaries already linked to the load. Each artifact is stored with a stable document ID. The agent does not paraphrase photos into unverified assertions. It lists what exists, what is missing, and which claim rule applies.

Claim rules encode filing thresholds the business already uses: minimum loss value, required photo angles for concealed damage, time limits from delivery, and whether a carrier response is mandatory before escalation. Matching a rule produces a claim rule ID on the draft. That ID is the audit trail for why the agent proposed filing rather than waiting or closing the exception as non-recoverable.

If any required evidence type is absent, the agent returns empty for that case. Empty is intentional. It keeps incomplete packets out of the carrier queue and out of ClaimLogiq as half-built claims. The exception stays open for humans or upstream capture systems to supply the missing piece.

When the packet is complete, the agent drafts a filing payload suited to the claims platform in use. ClaimLogiq is a common destination for structured freight claim intake, status tracking, and carrier submission. The draft includes loss type (damage or shortage), claimed amount basis, narrative tied to cited documents, and the evidence ID list.

The agent does not auto-submit as the final authority. Claims specialists review the draft, adjust valuation if needed, confirm liability posture, and approve. That human gate matters for disputed concealed damage, shared liability with shippers, and customer-sensitive accounts where tone and timing of the filing affect the relationship.

After approval, submission and status tracking proceed through the claims tool's normal channels. The agent can later refresh the case with new carrier responses or supplemental documents, again citing IDs rather than loose file names in email threads. Finance and logistics close processes then see claim exposure as a managed recovery pipeline instead of a spreadsheet of forgotten drafts.

Vendor systems supply context the agent should not invent. Overhaul and similar cargo integrity platforms contribute risk events, sensor and seal context, and intervention history that explain when and where condition likely failed. project44 and comparable visibility suites contribute milestone timelines, ETA slips, and exception metadata that situate shortage or late-related disputes. Those feeds help the agent choose the right claim rule and attach the right supporting timeline.

Salesforce often sits downstream as the system of record for customer cases, credit requests, and account history. A filed or draft claim may need to sync so customer service does not promise a credit that finance cannot recover, or so sales sees open recovery against a key account. The agent's citations (document IDs plus claim rule ID) travel with that sync so CRM notes stay tied to the same evidence packet used for the carrier filing.

Integration order is usually: visibility and integrity signals open or enrich the exception, document stores supply BoL and POD, the filing agent builds or refuses the packet, ClaimLogiq holds the claim lifecycle, and Salesforce mirrors customer-facing status. Skipping the completeness check and pushing every exception into ClaimLogiq only recreates the backlog in a new UI.

The primary outcome is cost: recovered freight loss that would otherwise age out, plus lower labor per successful filing. Secondary gains show up as cleaner close: fewer open OS&D items without an owner, clearer denial reasons when evidence was complete but liability was contested, and faster handoff from warehouse or yard capture to claims.

Controls keep the agent trustworthy. Require a claim rule ID on every non-empty draft. Require an evidence ID list that maps one-to-one to attachments. Treat empty output as a first-class result when gates fail. Keep approval with the claims team. Log which upstream detection or analyzer produced the seed event so quality issues in photos or POD verification can be fixed at the source.

Measure what matters for close, not vanity automation rates. Track share of exceptions that become complete packets within the filing window, recovery rate on agent-drafted versus fully manual claims, time from exception to approved filing, and rate of empty returns by missing document type. Rising empty returns for POD, for example, point back to delivery capture rather than to the filing agent.

A freight claim filing agent earns its place when it refuses incomplete work as readily as it accelerates complete work. Photos, BoL, POD, and carrier response become a cited packet. ClaimLogiq receives drafts that already match the rulebook. Overhaul and project44 supply condition and timeline context. Salesforce keeps the customer record aligned. Claims still approve. Recoverable cost stops dying in unfinished folders.