Lighthouz AI

We've seen a lot of AI back-office pitches, and Lighthouz stands out because it's freight-specific. The numbers it posts—70–85% no-touch processing, 12 days DSO reduction, 80% cost reduction—aren't generic benchmarks; they're tied to how the platform handles real FTL and LTL billing complexity like accessorials, reweighs, and reclasses. When to pick it: if you're a freight broker scaling revenue without adding AP/AR headcount, or if you're dealing with customer portals like Cass and Uber Freight and want those monitored automatically. The risk-ranked collections queue and personalized dunning trained on your SOP are features generic accounting tools won't give you. When to pass: if you're a small brokerage processing under 100 bills a month, the ROI won't be there. Also, if you need on-prem deployment or a self-serve free tier, this isn't for you—pricing is custom, and you'll talk to the CEO. Compared to generic accounting automation (like Xero or QuickBooks add-ons), Lighthouz wins on freight-specific workflows—audit criteria, portal integrations, dispute handling. But it's pricier and less flexible if you want to use it outside freight. Real-world caveat: implementation takes time despite the 'no rip-and-replace' promise. You'll need to connect your TMS, define your audit rules, and train the collections SOP. But once it's running, the live activity feed gives you visibility into every agent action, which builds trust. We'd reach for Lighthouz when your back office is the bottleneck to growth and you're comfortable betting on a newer vendor that's already won a TIA award. It's a niche tool for a real pain point, and it does that job better than anything else we've seen.