* Revenue figures are market-based estimates only and are not guarantees of income. Actual results will vary based on execution, market conditions, and individual effort. This is not financial or investment advice.
How the agent runs it
When a shipper reports a damaged or lost freight shipment, the intake agent captures the claim details and evidence, the research agent pulls carrier liability limits and tariff rules, and the negotiation agent drafts and sends demand letters directly to carrier claims departments via email. Settlements are tracked, counters are evaluated against precedent, and accepted settlements trigger automated invoicing through Stripe with the bureau's contingency fee deducted before ACH transfer to the client.
Who this is for
Ideal for someone with a background in logistics, freight brokerage, or supply chain operations who already understands carrier tariffs and Carmack Amendment liability rules. They do not need to be a lawyer — this is a document and negotiation business, not legal practice. The owner's edge is domain credibility with shippers who trust them to fight claims they currently abandon.
Market opportunity
U.S. freight carriers process over 500,000 cargo claims annually, and industry estimates suggest 60–70% of valid claims are abandoned by shippers due to the paperwork burden and low perceived ROI. The contingency model removes all friction, and the post-pandemic surge in LTL shipping combined with elevated carrier damage rates makes 2024–2025 an unusually target-rich environment for claim volume.
Boss agent: APEX — Autonomous Claims Executive
APEX monitors all active claims in Airtable, enforces filing deadlines, sequences agent handoffs based on carrier response status, and escalates any claim exceeding $10,000 or involving legal threats to the human owner.
- ■ No demand letter is sent without a valid BOL number and damage photo on file
- ■ Claims approaching the carrier's statutory filing window (typically 9 months) are auto-escalated to priority queue regardless of workload
- ■ No settlement is accepted below 40% of claimed value without human owner approval
The agent team
Human touchpoints
// the only things that still need you
- 👤 Countersigning the engagement letter with each new shipper client (legal signature requirement)
- 👤 Approving any settlement acceptance below 40% of claimed value or above $10,000 recovered
- 👤 Handling carrier responses that escalate to formal legal dispute or attorney involvement
- 👤 Authorizing ACH disbursements above $5,000 in the Mercury business account
- 👤 Responding to any client who explicitly requests to speak with a human representative
Tech stack
Monetization
The bureau charges a 25–35% contingency fee on recovered claim amounts, meaning clients pay nothing unless money is recovered. Average freight claim is $1,200–$4,500, and with 30–60 active claims per month the bureau reaches $18K–$38K in retained fees.
Key risks
- → Carriers may flag repeated automated demand letters from the same sending domain and begin routing them to spam or legal hold queues, slowing resolution cycles.
- → Contingency fee disputes: clients who recover large settlements may contest the fee split if the engagement letter language is ambiguous, creating chargeback risk on Stripe.
Getting started
- 1 Register an LLC and open a business bank accountForm a single-member LLC in a low-friction state (Wyoming or Delaware) and open a Mercury business account. This is required before Stripe Connect will allow contingency fee payouts and before you can countersign engagement letters.
- 2 Build the claim intake form and Airtable baseCreate an Airtable base with tables for Claims, Carriers, Clients, and Settlements. Embed a Tally or Typeform intake form that captures BOL number, delivery date, carrier SCAC code, damage photos, and invoice value — this is the data feed for all downstream agents.
- 3 Configure the Claude Managed Agents orchestration layerDeploy the CEO orchestrator and four specialist agents using Claude's tool-use API, wiring each agent to its designated Airtable views and output channels. Start with the intake and research agents first to validate data flow before enabling the negotiation agent.
- 4 Draft and load carrier-specific demand letter templatesWrite five demand letter templates covering the top LTL carriers (FedEx Freight, XPO, Estes, Old Dominion, Saia) referencing their specific tariff claim filing windows and Carmack Amendment liability caps. These templates become the negotiation agent's core output corpus.
- 5 Source ten pilot clients from freight broker networksPost in FreightWaves community Slack channels and r/logistics offering to audit any shipper's abandoned claims backlog for free. Convert backlog wins into ongoing contingency agreements — these first ten clients generate case-study data and referral volume.
// done for you
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