‹ Billing and collections agent agents

Lighthouz AI
Freight bill audits, AP, AR automation for freight brokers with…
Why it ranks #167
Lighthouz AI, an AI billing and collections agent from YC S24, ranks #167 of 999 AI agents and #5 of 27 in Billing and collections agent, with a score of 4.0 of 10. Data as of .
The score adds four parts, each 0 to 10, by weight. Every point comes from public evidence. How scoring works ·
- Proof 2 × 30% 0.6
- Scale 3 × 30% 0.9
- Momentum 5 × 25% 1.3
- Autonomy 8 × 15% 1.2
- = 4.0
- 2
Proof
Do customers use it? 30% of the score
Claims a customer result.
- +2A customer result
“With Lighthouz, 70%-85% emails do not need to be touched by humans.”
YC page · 2 claims
Not found: revenue or growth (+4), named customers (+3), a customer count (+2), work done at scale (+2)
- +2
- 3
Scale
Is there a real company behind it? 30% of the score
8 people.
- +38 people on its YC page5 to 9 people
Not found: funding round in its news (+3)
- +3
- 5
Momentum
Is it shipping and growing now? 25% of the score
Shows a recent launch and hiring.
- +3Launched in the last 6 monthsLighthouz AI: AI to automate collections for freight brokers and 3PLsLaunch YC post · 7 Sep 2026
- +2Hiring: 3 open rolesSoftware Engineer (4-6 Years Experience), Founding Account Executive , Customer Success & Support SpecialistYC page
Not found: new traction claim in the last 6 months (+2), funding news in the last year (+2), a batch in the last year (it is YC Summer 2024) (+1)
- +3
- 8
Autonomy
How much of the job does it do on its own? 15% of the score
Autonomous worker: completes whole tasks; people handle exceptions.
- +8Level 3 of 4: Autonomous workerCompletes whole tasks; people handle exceptions.
What the model read
- Acts in other systems: 91% likely
- Finishes whole tasks: 51% likely
- Calls itself an agent: 95% likely
Level 3: Completes whole tasks; people handle exceptions.
- +8
About 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.
Read more
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 brings 25+ years of supply chain, logistics, and AI experience to brokers, with a AI Professor from Georgia Tech who taught 1000+ students, and team with PhD and MS in AI, Machine Learning, and Data Science.
Founders
- Srijan KumarFounder/CEO
- Sonali PattnaikFounder/COO
Launches and news
- Lighthouz AI: AI to automate collections for freight brokers and 3PLsFreight brokers and 3PLs collect what they're owed 5-8 days faster — without adding headcount to AR
- Lighthouz AI: AI to automate AP and AR for freight brokers and 3PLs3PLs invoice customers within 24 hours of delivery & get paid 5 days faster
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