back to company universe
AI infrastructure

Lighthouz AI

Lighthouz is a backoffice AI solution for freight brokers, to automate AP, AR, and Collections. Leading freight brokers are using Lighthouz AI to automate FTL (full truckload) and LTL (less than truckload) freight bill auditing, automatically filing disputes, and invoicing customers. With Lighthouz, 70%-85% emails do not need to be touched by humans. Hence, brokers using Lighthouz are invoicing customers 36% faster, getting paid 5 days sooner, and reducing back office costs by 40%. Lighthouz bri

sources
1
Evidence entries preserved.
affiliations
1
Y Combinator
competitors
6
Mapped from High Signal graph features.
status
generated
D1 lookup
last updated
2026-07-15
16:41 UTC
source evidence
Why this company exists here

Y Combinator

yc-company-directory #2817

Lighthouz is a backoffice AI solution for freight brokers, to automate AP, AR, and Collections. Leading freight brokers are using Lighthouz AI to automate FTL (full truckload) and LTL (less than truckload) freight bill auditing, automatically filing disputes, and invoicing customers. With Lighthouz, 70%-85% emails do not need to be touched by humans. Hence, brokers using Lighthouz are invoicing customers 36% faster, getting paid 5 days sooner, and reducing back office costs by 40%. Lighthouz bri

source
generated read
High Signal interpretation

Lighthouz AI is classified as AI infrastructure from source descriptions and fund-directory context. Similar companies below are ranked from offline product facets and meaningful description overlap; category and source affiliation can only strengthen an existing product match. For lookup-created rows, the profile starts as pending enrichment until deeper source collection runs.

offline extraction
Product facets
Lighthouz AILeading freight brokersfreight brokersfreight brokerscustomersAI
mapping method
Similarity graph

Local clusters rerank extracted product concepts and description terms. The generated graph remains the fallback for sparse descriptions: offline reciprocal product-similarity graph: extracted concepts + description terms + bounded category/affiliation boosts. Minimum fallback score: 0; max competitors: 6.

discovery cluster

Companies similar to Lighthouz AI

AI infrastructure · 6 peers

A deterministic local cluster built from offline product facets and meaningful description terms. Category and selected-institution affiliation provide bounded tie-breaks. Open any peer to continue exploring its cluster.

Altrina

match 67

Altrina automates SOPs to give humans back their time to do what matters. We have already significantly improved organizational efficiency for local governments, law offices, insurance brokers, consulting firms, and hedge funds. Formerly General Agency/Tessa AI

shared extracted concept terms: broker; shared product terms: automate, human, back, do; shared product theme: workflow automation; same category: AI infrastructure; shared affiliation: Y Combinator

Flux Auto

match 66

Flux is building physical AI to automate material movement in warehouses and factories on legacy vehicle fleets. Using Flux's solutions customers can reduce their dependency on human drivers, while also increasing productivity and reducing operating costs. Flux is currently deploying with customers like Walmart, Daimler, Bajaj, Cummins, Mahindra Logistics across warehouses, fulfillment centers and factories.

shared extracted concepts: customers; shared product terms: automate, customer, human, reduc; shared product theme: workflow automation, sales and marketing; same category: AI infrastructure; shared affiliation: Y Combinator

Dataglade

match 61

Dataglade is the smart way to research stocks. Our AI generates clear analyses and financial models for any public company, and our fundamental data fulfills almost every research need. We save investors hours every day by eliminating the need to manually dig through financial filings. Customers trust our reports because every number is backed by citations to our proprietary financial data warehouse. We inform $1+ billion of trades every day, and we’re just getting started. Check us out at datag

shared extracted concepts: customers; shared product terms: need, filing, customer, back; shared product theme: sales and marketing; same category: AI infrastructure; shared affiliation: Y Combinator

Glimpse

match 59

Glimpse is the leading AI platform for CPG brands - automating key back office workflows like deductions management, revenue recovery, & cash application to increase operating leverage and put millions of dollars back into a brand's pocket. Our agents automatically retrieve deduction data, validate charges, automate cash application, and dispute invalid claims to recover lost revenue—often starting with a lookback of the past year of deductions. For a $1B CPG, one agent reviewed 17,000 deduction

shared product terms: lead, back, office, automatically; shared product theme: workflow automation, sales and marketing; shared affiliation: Y Combinator

Manifold Freight

match 58

Manifold is revolutionizing the spot freight procurement process for Carriers, Brokers, and Shippers. Our inaugural product transforms the booking process for spot shipments, significantly reducing empty miles and increasing revenue. We do this by aggregating spot shipment opportunities from a variety of shipper and brokerage sources into a single location. Andrew and Oliver bring deep domain expertise of freight from their pivotal roles at Convoy, where they were engineering leaders automating

shared extracted concept terms: freight, broker; shared product terms: freight, broker, do, reduc; shared product theme: sales and marketing; shared affiliation: Y Combinator

Cartage

match 35

Cartage is the future of freight coordination. Transparent, tech-driven and eliminating the need for human coordinators.

shared extracted concept terms: freight; shared product terms: freight, need, human; shared affiliation: Y Combinator