Problem

Lighthouz AI targets the financial back-office bottleneck in freight brokerage. Freight is a large industry still run on email, PDFs, and spreadsheets, while accounting teams manually process carrier bills, chase missing proof-of-delivery documents, validate accessorial charges, send customer invoices, and pursue overdue payments. The result is a three-to-five-day billing cycle, duplicate or invalid charges, delayed cash flow, higher days sales outstanding, and operational costs that rise with shipment volume. Lighthouz cites that 25% of freight invoices contain errors, making every delayed dispute a direct cash-flow problem.

The killer use case is moving a load from delivery to cash without manual intervention: ingest the proof of delivery and carrier paperwork, audit the bill, invoice the shipper quickly, and collect the receivable. For brokers, this promises faster access to cash and the ability to grow revenue without adding proportional AP, AR, or collections headcount.

Product / Service

Lighthouz is a freight-native financial back-office platform built around AI agents for freight bill auditing, accounts receivable, accounts payable, and collections. The system ingests carrier bills, PODs, BOLs, invoices, and related documents from email, uploads, and portals; extracts rates and accessorials; checks them against rate confirmations and load data; detects duplicates, overbilling, missing documents, and invalid charges; automatically approves clean bills; and routes genuine exceptions for review. It can then create and submit customer invoices, send personalized payment reminders, monitor collection portals, and maintain audit trails in the TMS.

The delivery model is an integrated layer over existing operational systems rather than a rip-and-replace replacement for a TMS or ERP. Lighthouz says it connects with TMS, ERP, accounting, and email tools, including systems such as NetSuite and QuickBooks. Its reported benefits include processing invoices within 24 hours of delivery, five days faster payment, 70–85% no-touch processing, 36% faster invoicing, and a 40% reduction in back-office costs, although these figures are company-reported performance claims.

Market

Lighthouz competes in freight audit and payment, logistics-finance automation, and freight-broker AP/AR and collections software. Its customer focus is freight brokers and 3PLs, with the company also describing expansion across shippers, carriers, and factoring companies. Relevant established alternatives in the broader freight-audit-and-payment market include Orca, Intelligent Audit, nVision Global, Condata Global, and TranzAct. It also displaces manual finance teams, spreadsheet-and-email processes, and brittle generic RPA or TMS workflows.

The company appears to have early commercial traction rather than being pre-revenue. Y Combinator lists Lighthouz as an active Summer 2024 company and says leading freight brokers are using it; the company also says it is working with leading brokers and 3PLs in the United States and Canada. A third-party database estimates 2025 revenue at $330,000, but that figure is explicitly marked as estimated and private-company financial data is not consistently disclosed. The clearest verified signals are its active YC status, reported broker and 3PL deployments, customer testimonial, and quantified workflow improvements.