Lighthouz AI GTM brain

Lighthouz AI sells freight-native AP, invoicing and collections automation to freight brokers.

category

Freight back-office automation

market profile

  • text: Brokerage finance teams process carrier bills, shipper invoices and collections across fragmented documents and portals.
  • text: The product addresses both full truckload and less-than-truckload freight finance workflows.

personas

  • title: Brokerage CFO or controller
    pains:
    • Slow invoicing and overdue receivables tie up cash.
    • Back-office headcount rises with load volume.
  • title: Freight AP and audit manager
    pains:
    • Carrier bills require manual checks against load data and accessorials.
    • Disputes need follow-up and documentation.
  • title: AR and collections lead
    pains:
    • Customer portal submissions and personalized reminders consume staff time.
    • Incomplete proof-of-delivery documents delay invoices.

icp

  • text: Freight brokerages and 3PLs operating FTL or LTL shipments, with recurring carrier bills and shipper invoices.
  • text: Growing brokers with a finance team using a TMS, email and customer portals are a likely fit; size threshold is not published.

message pillars

  • text: Improve cash flow by speeding billing and collections.
  • text: Scale brokerage revenue without matching growth in staff.
  • text: Automate carrier bill processing while retaining exception handling.

objections

  • objection: Will freight exceptions be missed?
    response: Evaluate audit coverage and exception routing on a representative sample of FTL and LTL bills.
  • objection: Will this require replacing our TMS?
    response: Review the existing integration and document flow with the team before committing.

competitors

  • name: Conlio
    why: Offers AI-powered freight audit and payment solutions.
  • name: Freehand
    website: https://www.freehand.ai/articles/lighthouz-ai-alternatives
    why: Competes for freight AP automation and audit workflows.

influencers

  • name: Srijan Kumar
    url: https://www.ycombinator.com/founders/srijan-kumar
    why: CEO and founder with direct product and brokerage context.

keywords

  • freight bill audit automation
  • freight broker accounts payable
  • freight accounts receivable automation
  • LTL invoice audit
  • freight collections software
  • brokerage DSO reduction

voice

  • Operational and freight-specific
  • Outcome-led and direct
  • Automation-focused

signals

  • text: A brokerage is adding loads or acquiring brokers without wanting proportional AP and AR hiring.
  • text: Finance leaders report overdue invoices, portal submissions or accessorial disputes piling up.

stack

  • TMS integrations
  • NetSuite

pricing

model: unknown

motion

sales_led

channels

  • LinkedIn
  • Founder-led sales
  • SEO

confidence

medium

Founders

  • name: Srijan Kumar
    title: Founder/CEO
    role: CEO
    bio: 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.
  • name: Sonali Pattnaik
    title: Founder/COO
    role: COO
    bio: Sonali is the COO and Co-founder of Lighthouz.

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