Lighthouz AI
Freight bill audits, AP, AR automation for freight brokers with Logistics AI Agents
About the Company
Lighthouz AI is automating the back office of freight finance with freight-native AI agents. We help freight brokers, 3PLs, and factoring companies process invoices, rate confirmations, and PoDs in seconds—not hours—by replacing manual audits and brittle RPA with intelligent automation.
Freight is a $10T industry still run on PDFs, faxes, and spreadsheets. Every invoice, PoD, rate con, and NOA has to be manually audited, verified, and cross-checked—costing brokers and factors millions in delay, fraud, and operational drag.
At Lighthouz AI, we’re eliminating that chaos.
We’re building freight-native AI agents that read messy documents, verify critical data, and resolve exceptions in seconds—completely hands-off..
We’re a YC S24 company, backed by top investors, and already working with some of the most forward-thinking brokers and factoring companies in the US.
Founders
I'm an award-winning AI professor-turned-entrepreneur. Over the last 14 years, my AI systems have been used at Meta, Wikipedia, The Home Depot, and Flipkart. I have been a Georgia Tech professor and worked at Google, Stanford, CMU, and UMD, and IIT. I pioneered dynamic graph neural nets. I have written 60+ AI publications w 6000+ citations. Awards won: NSF CAREER, Forbes 30u30, Kavli Fellow. I'm building AI agents to do AP and AR in logistics, powered by dynamic knowledge graphs.
Sonali is the CTO and Co-founder of Lighthouz. Previously, she has led AI teams at enterprises such as Progressive, American Family, and Halliburton, where she spearheaded innovative AI solutions. With experience in building and deploying AI technologies, she holds multiple US patents and papers. Working across multiple industries, Sonali has gained expertise in tackling business problems from inception to full implementation using AI solutions.
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